bbgo/pkg/service/sync_task.go

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package service
import (
"context"
"reflect"
"sort"
"time"
"github.com/Masterminds/squirrel"
"github.com/jmoiron/sqlx"
"github.com/pkg/errors"
"github.com/sirupsen/logrus"
)
// SyncTask defines the behaviors for syncing remote records
type SyncTask struct {
// Type is the element type of this sync task
// Since it will create a []Type slice from this type, you should not set pointer to this field
Type interface{}
// ID is a function that returns the unique identity of the object
// This function will be used for detecting duplicated objects.
ID func(obj interface{}) string
// Time is a function that returns the time of the object
// This function will be used for sorting records
Time func(obj interface{}) time.Time
// Select is the select query builder for querying existing db records
// The built SQL will be used for querying existing db records.
// And then the ID function will be used for filtering duplicated object.
Select squirrel.SelectBuilder
// OnLoad is an optional field, which is called when the records are loaded from the database
OnLoad func(objs interface{})
// Filter is an optional field, which is used for filtering the remote records
// Return true to keep the record,
// Return false to filter the record.
Filter func(obj interface{}) bool
// BatchQuery is used for querying remote records.
BatchQuery func(ctx context.Context, startTime, endTime time.Time) (interface{}, chan error)
// Insert is an option field, which is used for customizing the record insert
Insert func(obj interface{}) error
// Insert is an option field, which is used for customizing the record batch insert
BatchInsert func(obj interface{}) error
BatchInsertBuffer int
// LogInsert logs the insert record in INFO level
LogInsert bool
}
func (sel SyncTask) execute(
ctx context.Context,
db *sqlx.DB, startTime time.Time, endTimeArgs ...time.Time,
) error {
batchBufferRefVal := reflect.MakeSlice(reflect.SliceOf(reflect.TypeOf(sel.Type)), 0, sel.BatchInsertBuffer)
// query from db
recordSlice, err := selectAndScanType(ctx, db, sel.Select, sel.Type)
if err != nil {
return err
}
recordSliceRef := reflect.ValueOf(recordSlice)
if recordSliceRef.Kind() == reflect.Ptr {
recordSliceRef = recordSliceRef.Elem()
}
logrus.Debugf("loaded %d %T records", recordSliceRef.Len(), sel.Type)
ids := buildIdMap(sel, recordSliceRef)
if err := sortRecordsAscending(sel, recordSliceRef); err != nil {
return err
}
if sel.OnLoad != nil {
sel.OnLoad(recordSliceRef.Interface())
}
// default since time point
startTime = lastRecordTime(sel, recordSliceRef, startTime)
endTime := time.Now()
if len(endTimeArgs) > 0 {
endTime = endTimeArgs[0]
}
// asset "" means all assets
dataC, errC := sel.BatchQuery(ctx, startTime, endTime)
dataCRef := reflect.ValueOf(dataC)
defer func() {
if sel.BatchInsert != nil && batchBufferRefVal.Len() > 0 {
slice := batchBufferRefVal.Interface()
if err := sel.BatchInsert(slice); err != nil {
logrus.WithError(err).Errorf("batch insert error: %+v", slice)
}
}
}()
for {
select {
case <-ctx.Done():
logrus.Warnf("context is cancelled, stop syncing")
return ctx.Err()
default:
v, ok := dataCRef.Recv()
if !ok {
err := <-errC
return err
}
obj := v.Interface()
id := sel.ID(obj)
if _, exists := ids[id]; exists {
logrus.Debugf("object %s already exists, skipping", id)
continue
}
tt := sel.Time(obj)
if tt.Before(startTime) || tt.After(endTime) {
logrus.Debugf("object %s time %s is outside of the time range", id, tt)
continue
}
if sel.Filter != nil {
if !sel.Filter(obj) {
logrus.Debugf("object %s is filtered", id)
continue
}
}
ids[id] = struct{}{}
if sel.BatchInsert != nil {
if batchBufferRefVal.Len() > sel.BatchInsertBuffer-1 {
if sel.LogInsert {
logrus.Infof("batch inserting %d %T", batchBufferRefVal.Len(), obj)
} else {
logrus.Debugf("batch inserting %d %T", batchBufferRefVal.Len(), obj)
}
if err := sel.BatchInsert(batchBufferRefVal.Interface()); err != nil {
return err
}
batchBufferRefVal = reflect.MakeSlice(reflect.SliceOf(reflect.TypeOf(sel.Type)), 0, sel.BatchInsertBuffer)
}
batchBufferRefVal = reflect.Append(batchBufferRefVal, v)
} else {
if sel.LogInsert {
logrus.Infof("inserting %T: %+v", obj, obj)
} else {
logrus.Debugf("inserting %T: %+v", obj, obj)
}
if sel.Insert != nil {
// for custom insert
if err := sel.Insert(obj); err != nil {
logrus.WithError(err).Errorf("can not insert record: %v", obj)
return err
}
} else {
if err := insertType(db, obj); err != nil {
logrus.WithError(err).Errorf("can not insert record: %v", obj)
return err
}
}
}
}
}
}
func lastRecordTime(sel SyncTask, recordSlice reflect.Value, defaultTime time.Time) time.Time {
since := defaultTime
length := recordSlice.Len()
if length > 0 {
last := recordSlice.Index(length - 1)
since = sel.Time(last.Interface())
}
return since
}
func sortRecordsAscending(sel SyncTask, recordSlice reflect.Value) error {
if sel.Time == nil {
return errors.New("time field is not set, can not sort records")
}
// always sort
sort.Slice(recordSlice.Interface(), func(i, j int) bool {
a := sel.Time(recordSlice.Index(i).Interface())
b := sel.Time(recordSlice.Index(j).Interface())
return a.Before(b)
})
return nil
}
func buildIdMap(sel SyncTask, recordSliceRef reflect.Value) map[string]struct{} {
ids := map[string]struct{}{}
for i := 0; i < recordSliceRef.Len(); i++ {
entryRef := recordSliceRef.Index(i)
id := sel.ID(entryRef.Interface())
ids[id] = struct{}{}
}
return ids
}