featurebase/api_test.go
Matt Jaffee 5dcabfcc7f
support for decimal fields
This commit adds a Decimal field type which is implemented mostly with
the Int field. It adds an optional "Scale" value to the Int field
which means that the values stored in that field are actually meant to
be divided by 10^Scale before being interpreted.

In order to make use of this functionality, we extend the importValue
request to allow a slice of floats rather than just int64. If the
slice of floats is present, each float in the slice is multiplied by
10^Scale and converted to an int64 before being imported. If a slice
of int64 is imported to a Decimal field, it is treated normally, and
scale is ignored. This allows the conversion to be handled at the
client side if desired.

Currently there are Field level methods for querying Float values out
of a decimal field, but no support in PQL or the executor for getting
float values. Going to wait until I can use the generic result type
before doing that, so for now, any values queried will be the scaled
integer values.

needed to add client support for importing float values, and did this
by adding a more general and simplified client method for value
imports.

rewrote api.ImportValue to use the new method which should be more
performant and efficient.

allow floats to be "pilosa import"ed into decimal fields
2019-10-29 16:36:14 -05:00

409 lines
12 KiB
Go

// Copyright 2017 Pilosa Corp.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package pilosa_test
import (
"context"
"fmt"
"math"
"reflect"
"strings"
"testing"
"time"
"github.com/pilosa/pilosa/v2"
"github.com/pilosa/pilosa/v2/boltdb"
"github.com/pilosa/pilosa/v2/http"
"github.com/pilosa/pilosa/v2/server"
"github.com/pilosa/pilosa/v2/test"
)
func TestAPI_Import(t *testing.T) {
c := test.MustRunCluster(t, 2,
[]server.CommandOption{
server.OptCommandServerOptions(
pilosa.OptServerNodeID("node0"),
pilosa.OptServerClusterHasher(&offsetModHasher{}),
pilosa.OptServerOpenTranslateStore(boltdb.OpenTranslateStore),
pilosa.OptServerOpenTranslateReader(http.GetOpenTranslateReaderFunc(nil)),
)},
[]server.CommandOption{
server.OptCommandServerOptions(
pilosa.OptServerNodeID("node1"),
pilosa.OptServerClusterHasher(&offsetModHasher{}),
pilosa.OptServerOpenTranslateStore(boltdb.OpenTranslateStore),
pilosa.OptServerOpenTranslateReader(http.GetOpenTranslateReaderFunc(nil)),
)},
)
defer c.Close()
m0 := c[0]
m1 := c[1]
t.Run("RowIDColumnKey", func(t *testing.T) {
ctx := context.Background()
index := "rick"
field := "f"
_, err := m0.API.CreateIndex(ctx, index, pilosa.IndexOptions{Keys: true, TrackExistence: true})
if err != nil {
t.Fatalf("creating index: %v", err)
}
_, err = m0.API.CreateField(ctx, index, field, pilosa.OptFieldTypeSet(pilosa.DefaultCacheType, 100))
if err != nil {
t.Fatalf("creating field: %v", err)
}
rowID := uint64(1)
timestamp := int64(0)
// Generate some keyed records.
rowIDs := []uint64{}
colKeys := []string{}
timestamps := []int64{}
for i := 1; i <= 10; i++ {
rowIDs = append(rowIDs, rowID)
timestamps = append(timestamps, timestamp)
colKeys = append(colKeys, fmt.Sprintf("col%d", i))
}
// Import data with keys to the coordinator (node0) and verify that it gets
// translated and forwarded to the owner of shard 0 (node1; because of offsetModHasher)
req := &pilosa.ImportRequest{
Index: index,
Field: field,
Shard: 0,
RowIDs: rowIDs,
ColumnKeys: colKeys,
Timestamps: timestamps,
}
if err := m0.API.Import(ctx, req); err != nil {
t.Fatal(err)
}
pql := fmt.Sprintf("Row(%s=%d)", field, rowID)
// Query node0.
if res, err := m0.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
t.Fatal(err)
} else if keys := res.Results[0].(*pilosa.Row).Keys; !reflect.DeepEqual(keys, colKeys) {
t.Fatalf("unexpected column keys: %#v", keys)
}
// Query node1.
if err := test.RetryUntil(5*time.Second, func() error {
if res, err := m1.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
return err
} else if keys := res.Results[0].(*pilosa.Row).Keys; !reflect.DeepEqual(keys, colKeys) {
return fmt.Errorf("unexpected column keys: %#v", keys)
}
return nil
}); err != nil {
t.Fatal(err)
}
})
// Relies on the previous test creating an index with TrackExistence and
// adding some data.
t.Run("SchemaHasNoExists", func(t *testing.T) {
schema := m1.API.Schema(context.Background())
for _, f := range schema[0].Fields {
if f.Name == "_exists" {
t.Fatalf("found _exists field in schema")
}
if strings.HasPrefix(f.Name, "_") {
t.Fatalf("found internal field '%s' in schema output", f.Name)
}
}
})
t.Run("RowKeyColumnID", func(t *testing.T) {
ctx := context.Background()
index := "rkci"
field := "f"
_, err := m0.API.CreateIndex(ctx, index, pilosa.IndexOptions{Keys: false})
if err != nil {
t.Fatalf("creating index: %v", err)
}
_, err = m0.API.CreateField(ctx, index, field, pilosa.OptFieldTypeSet(pilosa.DefaultCacheType, 100), pilosa.OptFieldKeys())
if err != nil {
t.Fatalf("creating field: %v", err)
}
rowKey := "rowkey"
// Generate some keyed records.
rowKeys := []string{rowKey, rowKey, rowKey}
colIDs := []uint64{1, 2, pilosa.ShardWidth + 1}
timestamps := []int64{0, 0, 0}
// Import data with keys to the coordinator (node0) and verify that it gets
// translated and forwarded to the owner of shard 0 (node1; because of offsetModHasher)
req := &pilosa.ImportRequest{
Index: index,
Field: field,
Shard: 0,
RowKeys: rowKeys,
ColumnIDs: colIDs,
Timestamps: timestamps,
}
if err := m0.API.Import(ctx, req); err != nil {
t.Fatal(err)
}
pql := fmt.Sprintf("Row(%s=%s)", field, rowKey)
// Query node0.
if res, err := m0.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
t.Fatal(err)
} else if columns := res.Results[0].(*pilosa.Row).Columns(); !reflect.DeepEqual(columns, colIDs) {
t.Fatalf("unexpected column ids: %+v", columns)
}
// Query node1.
if res, err := m1.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
t.Fatal(err)
} else if columns := res.Results[0].(*pilosa.Row).Columns(); !reflect.DeepEqual(columns, colIDs) {
t.Fatalf("unexpected column ids: %+v", columns)
}
})
}
func TestAPI_ImportValue(t *testing.T) {
c := test.MustRunCluster(t, 2,
[]server.CommandOption{
server.OptCommandServerOptions(
pilosa.OptServerNodeID("node0"),
pilosa.OptServerClusterHasher(&offsetModHasher{}),
pilosa.OptServerOpenTranslateReader(http.GetOpenTranslateReaderFunc(nil)),
)},
[]server.CommandOption{
server.OptCommandServerOptions(
pilosa.OptServerNodeID("node1"),
pilosa.OptServerClusterHasher(&offsetModHasher{}),
pilosa.OptServerOpenTranslateReader(http.GetOpenTranslateReaderFunc(nil)),
)},
)
defer c.Close()
m0 := c[0]
m1 := c[1]
t.Run("ValColumnKey", func(t *testing.T) {
ctx := context.Background()
index := "valck"
field := "f"
_, err := m0.API.CreateIndex(ctx, index, pilosa.IndexOptions{Keys: true})
if err != nil {
t.Fatalf("creating index: %v", err)
}
_, err = m0.API.CreateField(ctx, index, field, pilosa.OptFieldTypeInt(math.MinInt64, math.MaxInt64))
if err != nil {
t.Fatalf("creating field: %v", err)
}
// Generate some keyed records.
values := []int64{}
colKeys := []string{}
for i := 1; i <= 10; i++ {
values = append(values, int64(i))
colKeys = append(colKeys, fmt.Sprintf("col%d", i))
}
// Import data with keys to the coordinator (node0) and verify that it gets
// translated and forwarded to the owner of shard 0 (node1; because of offsetModHasher)
req := &pilosa.ImportValueRequest{
Index: index,
Field: field,
ColumnKeys: colKeys,
Values: values,
}
if err := m0.API.ImportValue(ctx, req); err != nil {
t.Fatal(err)
}
pql := fmt.Sprintf("Row(%s>0)", field)
// Query node0.
if res, err := m0.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
t.Fatal(err)
} else if keys := res.Results[0].(*pilosa.Row).Keys; !reflect.DeepEqual(keys, colKeys) {
t.Fatalf("unexpected column keys: %+v", keys)
}
// Query node1.
if err := test.RetryUntil(5*time.Second, func() error {
if res, err := m1.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
return err
} else if keys := res.Results[0].(*pilosa.Row).Keys; !reflect.DeepEqual(keys, colKeys) {
return fmt.Errorf("unexpected column keys: %+v", keys)
}
return nil
}); err != nil {
t.Fatal(err)
}
})
t.Run("ValDecimalField", func(t *testing.T) {
ctx := context.Background()
index := "valdec"
field := "fdec"
_, err := m1.API.CreateIndex(ctx, index, pilosa.IndexOptions{})
if err != nil {
t.Fatalf("creating index: %v", err)
}
fld, err := m1.API.CreateField(ctx, index, field, pilosa.OptFieldTypeDecimal(1))
if err != nil {
t.Fatalf("creating field: %v", err)
}
// Generate some keyed records.
values := []float64{}
colIDs := []uint64{}
for i := 0; i < 10; i++ {
values = append(values, float64(i)+0.1)
colIDs = append(colIDs, uint64(i))
}
// Import data with keys to the coordinator (node0) and verify that it gets
// translated and forwarded to the owner of shard 0 (node1; because of offsetModHasher)
req := &pilosa.ImportValueRequest{
Index: index,
Field: field,
ColumnIDs: colIDs,
FloatValues: values,
}
if err := m1.API.ImportValue(ctx, req); err != nil {
t.Fatal(err)
}
pql := fmt.Sprintf("Row(%s>60)", field)
// Query node0.
if res, err := m0.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
t.Fatal(err)
} else if ids := res.Results[0].(*pilosa.Row).Columns(); !reflect.DeepEqual(ids, colIDs[6:]) {
t.Fatalf("unexpected column keys: %+v", ids)
}
sum, count, err := fld.FloatSum(nil, field)
if err != nil {
t.Fatalf("getting floatsum: %v", err)
} else if sum != 0.1+1.1+2.1+3.1+4.1+5.1+6.1+7.1+8.1+9.1 {
t.Fatalf("unexpected sum: %f", sum)
} else if count != 10 {
t.Fatalf("unexpected count: %d", count)
}
min, count, err := fld.FloatMin(nil, field)
if err != nil {
t.Fatalf("getting floatmin: %v", err)
} else if min != 0.1 {
t.Fatalf("unexpected min: %f", min)
} else if count != 1 {
t.Fatalf("unexpected count: %d", count)
}
max, count, err := fld.FloatMax(nil, field)
if err != nil {
t.Fatalf("getting floatmax: %v", err)
} else if max != 9.1 {
t.Fatalf("unexpected max: %f", max)
} else if count != 1 {
t.Fatalf("unexpected count: %d", count)
}
val, exists, err := fld.FloatValue(1)
if err != nil {
t.Fatalf("unepxected err getting floatvalue")
} else if !exists {
t.Fatalf("column 1 should exist")
} else if val != 1.1 {
t.Fatalf("unexpected floatvalue %f", val)
}
changed, err := fld.SetFloatValue(11, 11.1)
if err != nil {
t.Fatalf("setting float value: %v", err)
} else if !changed {
t.Fatalf("expected change")
}
val, exists, err = fld.FloatValue(11)
if err != nil {
t.Fatalf("getting float val: %v", err)
} else if !exists {
t.Fatalf("should exist")
} else if val != 11.1 {
t.Fatalf("unexpected val: %f", 11.1)
}
})
t.Run("ValDecimalFieldNegativeScale", func(t *testing.T) {
ctx := context.Background()
index := "valdecneg"
field := "fdecneg"
_, err := m0.API.CreateIndex(ctx, index, pilosa.IndexOptions{})
if err != nil {
t.Fatalf("creating index: %v", err)
}
_, err = m0.API.CreateField(ctx, index, field, pilosa.OptFieldTypeDecimal(-1))
if err != nil {
t.Fatalf("creating field: %v", err)
}
// Generate some keyed records.
values := []float64{}
colIDs := []uint64{}
for i := 0; i < 10; i++ {
values = append(values, float64(i)*100+10)
colIDs = append(colIDs, uint64(i))
}
// Import data with keys to the coordinator (node0) and verify that it gets
// translated and forwarded to the owner of shard 0 (node1; because of offsetModHasher)
req := &pilosa.ImportValueRequest{
Index: index,
Field: field,
ColumnIDs: colIDs,
FloatValues: values,
}
if err := m1.API.ImportValue(ctx, req); err != nil {
t.Fatal(err)
}
pql := fmt.Sprintf("Row(%s>60)", field)
// Query node0.
if res, err := m0.API.Query(ctx, &pilosa.QueryRequest{Index: index, Query: pql}); err != nil {
t.Fatal(err)
} else if ids := res.Results[0].(*pilosa.Row).Columns(); !reflect.DeepEqual(ids, colIDs[6:]) {
t.Fatalf("unexpected column keys: %+v", ids)
}
})
}
// offsetModHasher represents a simple, mod-based hashing offset by 1.
type offsetModHasher struct{}
func (*offsetModHasher) Hash(key uint64, n int) int {
return int(key+1) % n
}