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// Copyright 2018 The Feast Authors
//
// 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
//
// https://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 parse
import (
"testing"
"github.com/golang/protobuf/ptypes/timestamp"
"github.com/gojek/feast/protos/generated/go/feast/specs"
"github.com/gojek/feast/protos/generated/go/feast/types"
"github.com/google/go-cmp/cmp"
)
func TestYamlToFeatureSpec(t *testing.T) {
tt := []struct {
name string
input []byte
expected *specs.FeatureSpec
err error
}{
{
name: "valid yaml",
input: []byte(`id: test.test_feature_two
name: test_feature_two
entity: test
owner: bob@example.com
description: testing feature
valueType: INT64
uri: https://github.com/bob/example`),
expected: &specs.FeatureSpec{
Id: "test.test_feature_two",
Owner: "bob@example.com",
Name: "test_feature_two",
Description: "testing feature",
Uri: "https://github.com/bob/example",
ValueType: types.ValueType_INT64,
Entity: "test",
},
err: nil,
},
}
for _, tc := range tt {
t.Run(tc.name, func(t *testing.T) {
spec, err := YamlToFeatureSpec(tc.input)
if tc.err == nil {
if err != nil {
t.Error(err)
} else if !cmp.Equal(spec, tc.expected) {
t.Errorf("Expected %s, got %s", tc.expected, spec)
}
} else {
// we expect an error
if err == nil {
t.Error(err)
} else if err.Error() != tc.err.Error() {
t.Errorf("Expected error %v, got %v", err.Error(), tc.err.Error())
}
}
})
}
}
func TestYamlToEntitySpec(t *testing.T) {
tt := []struct {
name string
input []byte
expected *specs.EntitySpec
err error
}{
{
name: "valid yaml",
input: []byte(`name: test
description: test entity
tags:
- tag1
- tag2`),
expected: &specs.EntitySpec{
Name: "test",
Description: "test entity",
Tags: []string{"tag1", "tag2"},
},
err: nil,
},
}
for _, tc := range tt {
t.Run(tc.name, func(t *testing.T) {
spec, err := YamlToEntitySpec(tc.input)
if tc.err == nil {
if err != nil {
t.Error(err)
} else if !cmp.Equal(spec, tc.expected) {
t.Errorf("Expected %s, got %s", tc.expected, spec)
}
} else {
// we expect an error
if err == nil {
t.Error(err)
} else if err.Error() != tc.err.Error() {
t.Errorf("Expected error %v, got %v", err.Error(), tc.err.Error())
}
}
})
}
}
func TestYamlToFeatureGroupSpec(t *testing.T) {
tt := []struct {
name string
input []byte
expected *specs.FeatureGroupSpec
err error
}{
{
name: "valid yaml",
input: []byte(`id: test
tags:
- tag1
- tag2`),
expected: &specs.FeatureGroupSpec{
Id: "test",
Tags: []string{"tag1", "tag2"},
},
err: nil,
},
}
for _, tc := range tt {
t.Run(tc.name, func(t *testing.T) {
spec, err := YamlToFeatureGroupSpec(tc.input)
if tc.err == nil {
if err != nil {
t.Error(err)
} else if !cmp.Equal(spec, tc.expected) {
t.Errorf("Expected %s, got %s", tc.expected, spec)
}
} else {
// we expect an error
if err == nil {
t.Error(err)
} else if err.Error() != tc.err.Error() {
t.Errorf("Expected error %v, got %v", err.Error(), tc.err.Error())
}
}
})
}
}
func TestYamlToImportSpec(t *testing.T) {
tt := []struct {
name string
input []byte
expected *specs.ImportSpec
err error
}{
{
name: "valid yaml",
input: []byte(`type: file
jobOptions:
coalesceRows.enabled: "true"
sourceOptions:
format: csv
path: jaeger_last_opportunity_sample.csv
entities:
- driver
schema:
entityIdColumn: driver_id
timestampValue: 2018-09-25T00:00:00.000Z
fields:
- name: timestamp
- name: driver_id
- name: last_opportunity
featureId: driver.last_opportunity`),
expected: &specs.ImportSpec{
Type: "file",
JobOptions: map[string]string{
"coalesceRows.enabled": "true",
},
SourceOptions: map[string]string{
"format": "csv",
"path": "jaeger_last_opportunity_sample.csv",
},
Entities: []string{"driver"},
Schema: &specs.Schema{
Fields: []*specs.Field{
{Name: "timestamp"},
{Name: "driver_id"},
{Name: "last_opportunity", FeatureId: "driver.last_opportunity"},
},
EntityIdColumn: "driver_id",
Timestamp: &specs.Schema_TimestampValue{
TimestampValue: ×tamp.Timestamp{Seconds: 1537833600},
},
},
},
err: nil,
},
}
for _, tc := range tt {
t.Run(tc.name, func(t *testing.T) {
spec, err := YamlToImportSpec(tc.input)
if tc.err == nil {
if err != nil {
t.Error(err)
} else if !cmp.Equal(spec, tc.expected) {
t.Errorf("Expected %s, got %s", tc.expected, spec)
}
} else {
// we expect an error
if err == nil {
t.Error(err)
} else if err.Error() != tc.err.Error() {
t.Errorf("Expected error %v, got %v", err.Error(), tc.err.Error())
}
}
})
}
}