blob: 17e9faa86a20c7184550619a3eda1f200617a281 [file] [log] [blame]
// Copyright 2019 Google LLC
//
// 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.
// Code generated by gapic-generator. DO NOT EDIT.
package automl
import (
emptypb "github.com/golang/protobuf/ptypes/empty"
automlpb "google.golang.org/genproto/googleapis/cloud/automl/v1beta1"
longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)
import (
"context"
"flag"
"fmt"
"io"
"log"
"net"
"os"
"strings"
"testing"
"github.com/golang/protobuf/proto"
"github.com/golang/protobuf/ptypes"
"google.golang.org/api/option"
status "google.golang.org/genproto/googleapis/rpc/status"
"google.golang.org/grpc"
"google.golang.org/grpc/codes"
"google.golang.org/grpc/metadata"
gstatus "google.golang.org/grpc/status"
)
var _ = io.EOF
var _ = ptypes.MarshalAny
var _ status.Status
type mockAutoMlServer struct {
// Embed for forward compatibility.
// Tests will keep working if more methods are added
// in the future.
automlpb.AutoMlServer
reqs []proto.Message
// If set, all calls return this error.
err error
// responses to return if err == nil
resps []proto.Message
}
func (s *mockAutoMlServer) CreateDataset(ctx context.Context, req *automlpb.CreateDatasetRequest) (*automlpb.Dataset, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.Dataset), nil
}
func (s *mockAutoMlServer) GetDataset(ctx context.Context, req *automlpb.GetDatasetRequest) (*automlpb.Dataset, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.Dataset), nil
}
func (s *mockAutoMlServer) ListDatasets(ctx context.Context, req *automlpb.ListDatasetsRequest) (*automlpb.ListDatasetsResponse, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ListDatasetsResponse), nil
}
func (s *mockAutoMlServer) UpdateDataset(ctx context.Context, req *automlpb.UpdateDatasetRequest) (*automlpb.Dataset, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.Dataset), nil
}
func (s *mockAutoMlServer) DeleteDataset(ctx context.Context, req *automlpb.DeleteDatasetRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) ImportData(ctx context.Context, req *automlpb.ImportDataRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) ExportData(ctx context.Context, req *automlpb.ExportDataRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) GetAnnotationSpec(ctx context.Context, req *automlpb.GetAnnotationSpecRequest) (*automlpb.AnnotationSpec, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.AnnotationSpec), nil
}
func (s *mockAutoMlServer) GetTableSpec(ctx context.Context, req *automlpb.GetTableSpecRequest) (*automlpb.TableSpec, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.TableSpec), nil
}
func (s *mockAutoMlServer) ListTableSpecs(ctx context.Context, req *automlpb.ListTableSpecsRequest) (*automlpb.ListTableSpecsResponse, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ListTableSpecsResponse), nil
}
func (s *mockAutoMlServer) UpdateTableSpec(ctx context.Context, req *automlpb.UpdateTableSpecRequest) (*automlpb.TableSpec, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.TableSpec), nil
}
func (s *mockAutoMlServer) GetColumnSpec(ctx context.Context, req *automlpb.GetColumnSpecRequest) (*automlpb.ColumnSpec, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ColumnSpec), nil
}
func (s *mockAutoMlServer) ListColumnSpecs(ctx context.Context, req *automlpb.ListColumnSpecsRequest) (*automlpb.ListColumnSpecsResponse, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ListColumnSpecsResponse), nil
}
func (s *mockAutoMlServer) UpdateColumnSpec(ctx context.Context, req *automlpb.UpdateColumnSpecRequest) (*automlpb.ColumnSpec, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ColumnSpec), nil
}
func (s *mockAutoMlServer) CreateModel(ctx context.Context, req *automlpb.CreateModelRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) GetModel(ctx context.Context, req *automlpb.GetModelRequest) (*automlpb.Model, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.Model), nil
}
func (s *mockAutoMlServer) ListModels(ctx context.Context, req *automlpb.ListModelsRequest) (*automlpb.ListModelsResponse, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ListModelsResponse), nil
}
func (s *mockAutoMlServer) DeleteModel(ctx context.Context, req *automlpb.DeleteModelRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) DeployModel(ctx context.Context, req *automlpb.DeployModelRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) UndeployModel(ctx context.Context, req *automlpb.UndeployModelRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) ExportModel(ctx context.Context, req *automlpb.ExportModelRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) ExportEvaluatedExamples(ctx context.Context, req *automlpb.ExportEvaluatedExamplesRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
func (s *mockAutoMlServer) GetModelEvaluation(ctx context.Context, req *automlpb.GetModelEvaluationRequest) (*automlpb.ModelEvaluation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ModelEvaluation), nil
}
func (s *mockAutoMlServer) ListModelEvaluations(ctx context.Context, req *automlpb.ListModelEvaluationsRequest) (*automlpb.ListModelEvaluationsResponse, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.ListModelEvaluationsResponse), nil
}
type mockPredictionServer struct {
// Embed for forward compatibility.
// Tests will keep working if more methods are added
// in the future.
automlpb.PredictionServiceServer
reqs []proto.Message
// If set, all calls return this error.
err error
// responses to return if err == nil
resps []proto.Message
}
func (s *mockPredictionServer) Predict(ctx context.Context, req *automlpb.PredictRequest) (*automlpb.PredictResponse, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*automlpb.PredictResponse), nil
}
func (s *mockPredictionServer) BatchPredict(ctx context.Context, req *automlpb.BatchPredictRequest) (*longrunningpb.Operation, error) {
md, _ := metadata.FromIncomingContext(ctx)
if xg := md["x-goog-api-client"]; len(xg) == 0 || !strings.Contains(xg[0], "gl-go/") {
return nil, fmt.Errorf("x-goog-api-client = %v, expected gl-go key", xg)
}
s.reqs = append(s.reqs, req)
if s.err != nil {
return nil, s.err
}
return s.resps[0].(*longrunningpb.Operation), nil
}
// clientOpt is the option tests should use to connect to the test server.
// It is initialized by TestMain.
var clientOpt option.ClientOption
var (
mockAutoMl mockAutoMlServer
mockPrediction mockPredictionServer
)
func TestMain(m *testing.M) {
flag.Parse()
serv := grpc.NewServer()
automlpb.RegisterAutoMlServer(serv, &mockAutoMl)
automlpb.RegisterPredictionServiceServer(serv, &mockPrediction)
lis, err := net.Listen("tcp", "localhost:0")
if err != nil {
log.Fatal(err)
}
go serv.Serve(lis)
conn, err := grpc.Dial(lis.Addr().String(), grpc.WithInsecure())
if err != nil {
log.Fatal(err)
}
clientOpt = option.WithGRPCConn(conn)
os.Exit(m.Run())
}
func TestAutoMlCreateDataset(t *testing.T) {
var name string = "name3373707"
var displayName string = "displayName1615086568"
var description string = "description-1724546052"
var exampleCount int32 = 1517063674
var etag string = "etag3123477"
var expectedResponse = &automlpb.Dataset{
Name: name,
DisplayName: displayName,
Description: description,
ExampleCount: exampleCount,
Etag: etag,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var dataset *automlpb.Dataset = &automlpb.Dataset{}
var request = &automlpb.CreateDatasetRequest{
Parent: formattedParent,
Dataset: dataset,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.CreateDataset(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlCreateDatasetError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var dataset *automlpb.Dataset = &automlpb.Dataset{}
var request = &automlpb.CreateDatasetRequest{
Parent: formattedParent,
Dataset: dataset,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.CreateDataset(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlUpdateDataset(t *testing.T) {
var name string = "name3373707"
var displayName string = "displayName1615086568"
var description string = "description-1724546052"
var exampleCount int32 = 1517063674
var etag string = "etag3123477"
var expectedResponse = &automlpb.Dataset{
Name: name,
DisplayName: displayName,
Description: description,
ExampleCount: exampleCount,
Etag: etag,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var dataset *automlpb.Dataset = &automlpb.Dataset{}
var request = &automlpb.UpdateDatasetRequest{
Dataset: dataset,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.UpdateDataset(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlUpdateDatasetError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var dataset *automlpb.Dataset = &automlpb.Dataset{}
var request = &automlpb.UpdateDatasetRequest{
Dataset: dataset,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.UpdateDataset(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlGetDataset(t *testing.T) {
var name2 string = "name2-1052831874"
var displayName string = "displayName1615086568"
var description string = "description-1724546052"
var exampleCount int32 = 1517063674
var etag string = "etag3123477"
var expectedResponse = &automlpb.Dataset{
Name: name2,
DisplayName: displayName,
Description: description,
ExampleCount: exampleCount,
Etag: etag,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var request = &automlpb.GetDatasetRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetDataset(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlGetDatasetError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var request = &automlpb.GetDatasetRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetDataset(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlListDatasets(t *testing.T) {
var nextPageToken string = ""
var datasetsElement *automlpb.Dataset = &automlpb.Dataset{}
var datasets = []*automlpb.Dataset{datasetsElement}
var expectedResponse = &automlpb.ListDatasetsResponse{
NextPageToken: nextPageToken,
Datasets: datasets,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var request = &automlpb.ListDatasetsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListDatasets(context.Background(), request).Next()
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
want := (interface{})(expectedResponse.Datasets[0])
got := (interface{})(resp)
var ok bool
switch want := (want).(type) {
case proto.Message:
ok = proto.Equal(want, got.(proto.Message))
default:
ok = want == got
}
if !ok {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlListDatasetsError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var request = &automlpb.ListDatasetsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListDatasets(context.Background(), request).Next()
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlDeleteDataset(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var request = &automlpb.DeleteDatasetRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.DeleteDataset(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlDeleteDatasetError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var request = &automlpb.DeleteDatasetRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.DeleteDataset(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlImportData(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var inputConfig *automlpb.InputConfig = &automlpb.InputConfig{}
var request = &automlpb.ImportDataRequest{
Name: formattedName,
InputConfig: inputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ImportData(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlImportDataError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var inputConfig *automlpb.InputConfig = &automlpb.InputConfig{}
var request = &automlpb.ImportDataRequest{
Name: formattedName,
InputConfig: inputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ImportData(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlExportData(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var outputConfig *automlpb.OutputConfig = &automlpb.OutputConfig{}
var request = &automlpb.ExportDataRequest{
Name: formattedName,
OutputConfig: outputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ExportData(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlExportDataError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var outputConfig *automlpb.OutputConfig = &automlpb.OutputConfig{}
var request = &automlpb.ExportDataRequest{
Name: formattedName,
OutputConfig: outputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ExportData(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlCreateModel(t *testing.T) {
var name string = "name3373707"
var displayName string = "displayName1615086568"
var datasetId string = "datasetId-2115646910"
var expectedResponse = &automlpb.Model{
Name: name,
DisplayName: displayName,
DatasetId: datasetId,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var model *automlpb.Model = &automlpb.Model{}
var request = &automlpb.CreateModelRequest{
Parent: formattedParent,
Model: model,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.CreateModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
resp, err := respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlCreateModelError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var model *automlpb.Model = &automlpb.Model{}
var request = &automlpb.CreateModelRequest{
Parent: formattedParent,
Model: model,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.CreateModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
resp, err := respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlGetModel(t *testing.T) {
var name2 string = "name2-1052831874"
var displayName string = "displayName1615086568"
var datasetId string = "datasetId-2115646910"
var expectedResponse = &automlpb.Model{
Name: name2,
DisplayName: displayName,
DatasetId: datasetId,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.GetModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlGetModelError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.GetModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetModel(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlListModels(t *testing.T) {
var nextPageToken string = ""
var modelElement *automlpb.Model = &automlpb.Model{}
var model = []*automlpb.Model{modelElement}
var expectedResponse = &automlpb.ListModelsResponse{
NextPageToken: nextPageToken,
Model: model,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var request = &automlpb.ListModelsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListModels(context.Background(), request).Next()
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
want := (interface{})(expectedResponse.Model[0])
got := (interface{})(resp)
var ok bool
switch want := (want).(type) {
case proto.Message:
ok = proto.Equal(want, got.(proto.Message))
default:
ok = want == got
}
if !ok {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlListModelsError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s", "[PROJECT]", "[LOCATION]")
var request = &automlpb.ListModelsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListModels(context.Background(), request).Next()
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlDeleteModel(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.DeleteModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.DeleteModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlDeleteModelError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.DeleteModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.DeleteModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlDeployModel(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.DeployModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.DeployModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlDeployModelError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.DeployModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.DeployModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlUndeployModel(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.UndeployModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.UndeployModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlUndeployModelError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.UndeployModelRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.UndeployModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlGetModelEvaluation(t *testing.T) {
var name2 string = "name2-1052831874"
var annotationSpecId string = "annotationSpecId60690191"
var displayName string = "displayName1615086568"
var evaluatedExampleCount int32 = 277565350
var expectedResponse = &automlpb.ModelEvaluation{
Name: name2,
AnnotationSpecId: annotationSpecId,
DisplayName: displayName,
EvaluatedExampleCount: evaluatedExampleCount,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s/modelEvaluations/%s", "[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]")
var request = &automlpb.GetModelEvaluationRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetModelEvaluation(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlGetModelEvaluationError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s/modelEvaluations/%s", "[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]")
var request = &automlpb.GetModelEvaluationRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetModelEvaluation(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlExportModel(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var outputConfig *automlpb.ModelExportOutputConfig = &automlpb.ModelExportOutputConfig{}
var request = &automlpb.ExportModelRequest{
Name: formattedName,
OutputConfig: outputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ExportModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlExportModelError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var outputConfig *automlpb.ModelExportOutputConfig = &automlpb.ModelExportOutputConfig{}
var request = &automlpb.ExportModelRequest{
Name: formattedName,
OutputConfig: outputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ExportModel(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlExportEvaluatedExamples(t *testing.T) {
var expectedResponse *emptypb.Empty = &emptypb.Empty{}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var outputConfig *automlpb.ExportEvaluatedExamplesOutputConfig = &automlpb.ExportEvaluatedExamplesOutputConfig{}
var request = &automlpb.ExportEvaluatedExamplesRequest{
Name: formattedName,
OutputConfig: outputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ExportEvaluatedExamples(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
}
func TestAutoMlExportEvaluatedExamplesError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var outputConfig *automlpb.ExportEvaluatedExamplesOutputConfig = &automlpb.ExportEvaluatedExamplesOutputConfig{}
var request = &automlpb.ExportEvaluatedExamplesRequest{
Name: formattedName,
OutputConfig: outputConfig,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.ExportEvaluatedExamples(context.Background(), request)
if err != nil {
t.Fatal(err)
}
err = respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
}
func TestAutoMlListModelEvaluations(t *testing.T) {
var nextPageToken string = ""
var modelEvaluationElement *automlpb.ModelEvaluation = &automlpb.ModelEvaluation{}
var modelEvaluation = []*automlpb.ModelEvaluation{modelEvaluationElement}
var expectedResponse = &automlpb.ListModelEvaluationsResponse{
NextPageToken: nextPageToken,
ModelEvaluation: modelEvaluation,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.ListModelEvaluationsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListModelEvaluations(context.Background(), request).Next()
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
want := (interface{})(expectedResponse.ModelEvaluation[0])
got := (interface{})(resp)
var ok bool
switch want := (want).(type) {
case proto.Message:
ok = proto.Equal(want, got.(proto.Message))
default:
ok = want == got
}
if !ok {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlListModelEvaluationsError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var request = &automlpb.ListModelEvaluationsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListModelEvaluations(context.Background(), request).Next()
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlGetAnnotationSpec(t *testing.T) {
var name2 string = "name2-1052831874"
var displayName string = "displayName1615086568"
var exampleCount int32 = 1517063674
var expectedResponse = &automlpb.AnnotationSpec{
Name: name2,
DisplayName: displayName,
ExampleCount: exampleCount,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/annotationSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[ANNOTATION_SPEC]")
var request = &automlpb.GetAnnotationSpecRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetAnnotationSpec(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlGetAnnotationSpecError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/annotationSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[ANNOTATION_SPEC]")
var request = &automlpb.GetAnnotationSpecRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetAnnotationSpec(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlGetTableSpec(t *testing.T) {
var name2 string = "name2-1052831874"
var timeColumnSpecId string = "timeColumnSpecId1558734824"
var rowCount int64 = 1340416618
var columnCount int64 = 122671386
var etag string = "etag3123477"
var expectedResponse = &automlpb.TableSpec{
Name: name2,
TimeColumnSpecId: timeColumnSpecId,
RowCount: rowCount,
ColumnCount: columnCount,
Etag: etag,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/tableSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
var request = &automlpb.GetTableSpecRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetTableSpec(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlGetTableSpecError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/tableSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
var request = &automlpb.GetTableSpecRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetTableSpec(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlListTableSpecs(t *testing.T) {
var nextPageToken string = ""
var tableSpecsElement *automlpb.TableSpec = &automlpb.TableSpec{}
var tableSpecs = []*automlpb.TableSpec{tableSpecsElement}
var expectedResponse = &automlpb.ListTableSpecsResponse{
NextPageToken: nextPageToken,
TableSpecs: tableSpecs,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var request = &automlpb.ListTableSpecsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListTableSpecs(context.Background(), request).Next()
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
want := (interface{})(expectedResponse.TableSpecs[0])
got := (interface{})(resp)
var ok bool
switch want := (want).(type) {
case proto.Message:
ok = proto.Equal(want, got.(proto.Message))
default:
ok = want == got
}
if !ok {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlListTableSpecsError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s", "[PROJECT]", "[LOCATION]", "[DATASET]")
var request = &automlpb.ListTableSpecsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListTableSpecs(context.Background(), request).Next()
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlUpdateTableSpec(t *testing.T) {
var name string = "name3373707"
var timeColumnSpecId string = "timeColumnSpecId1558734824"
var rowCount int64 = 1340416618
var columnCount int64 = 122671386
var etag string = "etag3123477"
var expectedResponse = &automlpb.TableSpec{
Name: name,
TimeColumnSpecId: timeColumnSpecId,
RowCount: rowCount,
ColumnCount: columnCount,
Etag: etag,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var tableSpec *automlpb.TableSpec = &automlpb.TableSpec{}
var request = &automlpb.UpdateTableSpecRequest{
TableSpec: tableSpec,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.UpdateTableSpec(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlUpdateTableSpecError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var tableSpec *automlpb.TableSpec = &automlpb.TableSpec{}
var request = &automlpb.UpdateTableSpecRequest{
TableSpec: tableSpec,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.UpdateTableSpec(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlGetColumnSpec(t *testing.T) {
var name2 string = "name2-1052831874"
var displayName string = "displayName1615086568"
var etag string = "etag3123477"
var expectedResponse = &automlpb.ColumnSpec{
Name: name2,
DisplayName: displayName,
Etag: etag,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/tableSpecs/%s/columnSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]", "[COLUMN_SPEC]")
var request = &automlpb.GetColumnSpecRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetColumnSpec(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlGetColumnSpecError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/tableSpecs/%s/columnSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]", "[COLUMN_SPEC]")
var request = &automlpb.GetColumnSpecRequest{
Name: formattedName,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.GetColumnSpec(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlListColumnSpecs(t *testing.T) {
var nextPageToken string = ""
var columnSpecsElement *automlpb.ColumnSpec = &automlpb.ColumnSpec{}
var columnSpecs = []*automlpb.ColumnSpec{columnSpecsElement}
var expectedResponse = &automlpb.ListColumnSpecsResponse{
NextPageToken: nextPageToken,
ColumnSpecs: columnSpecs,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/tableSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
var request = &automlpb.ListColumnSpecsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListColumnSpecs(context.Background(), request).Next()
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
want := (interface{})(expectedResponse.ColumnSpecs[0])
got := (interface{})(resp)
var ok bool
switch want := (want).(type) {
case proto.Message:
ok = proto.Equal(want, got.(proto.Message))
default:
ok = want == got
}
if !ok {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlListColumnSpecsError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var formattedParent string = fmt.Sprintf("projects/%s/locations/%s/datasets/%s/tableSpecs/%s", "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
var request = &automlpb.ListColumnSpecsRequest{
Parent: formattedParent,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.ListColumnSpecs(context.Background(), request).Next()
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestAutoMlUpdateColumnSpec(t *testing.T) {
var name string = "name3373707"
var displayName string = "displayName1615086568"
var etag string = "etag3123477"
var expectedResponse = &automlpb.ColumnSpec{
Name: name,
DisplayName: displayName,
Etag: etag,
}
mockAutoMl.err = nil
mockAutoMl.reqs = nil
mockAutoMl.resps = append(mockAutoMl.resps[:0], expectedResponse)
var columnSpec *automlpb.ColumnSpec = &automlpb.ColumnSpec{}
var request = &automlpb.UpdateColumnSpecRequest{
ColumnSpec: columnSpec,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.UpdateColumnSpec(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockAutoMl.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestAutoMlUpdateColumnSpecError(t *testing.T) {
errCode := codes.PermissionDenied
mockAutoMl.err = gstatus.Error(errCode, "test error")
var columnSpec *automlpb.ColumnSpec = &automlpb.ColumnSpec{}
var request = &automlpb.UpdateColumnSpecRequest{
ColumnSpec: columnSpec,
}
c, err := NewClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.UpdateColumnSpec(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestPredictionServicePredict(t *testing.T) {
var expectedResponse *automlpb.PredictResponse = &automlpb.PredictResponse{}
mockPrediction.err = nil
mockPrediction.reqs = nil
mockPrediction.resps = append(mockPrediction.resps[:0], expectedResponse)
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var payload *automlpb.ExamplePayload = &automlpb.ExamplePayload{}
var request = &automlpb.PredictRequest{
Name: formattedName,
Payload: payload,
}
c, err := NewPredictionClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.Predict(context.Background(), request)
if err != nil {
t.Fatal(err)
}
if want, got := request, mockPrediction.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestPredictionServicePredictError(t *testing.T) {
errCode := codes.PermissionDenied
mockPrediction.err = gstatus.Error(errCode, "test error")
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var payload *automlpb.ExamplePayload = &automlpb.ExamplePayload{}
var request = &automlpb.PredictRequest{
Name: formattedName,
Payload: payload,
}
c, err := NewPredictionClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
resp, err := c.Predict(context.Background(), request)
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}
func TestPredictionServiceBatchPredict(t *testing.T) {
var expectedResponse *automlpb.BatchPredictResult = &automlpb.BatchPredictResult{}
mockPrediction.err = nil
mockPrediction.reqs = nil
any, err := ptypes.MarshalAny(expectedResponse)
if err != nil {
t.Fatal(err)
}
mockPrediction.resps = append(mockPrediction.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Response{Response: any},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var inputConfig *automlpb.BatchPredictInputConfig = &automlpb.BatchPredictInputConfig{}
var outputConfig *automlpb.BatchPredictOutputConfig = &automlpb.BatchPredictOutputConfig{}
var request = &automlpb.BatchPredictRequest{
Name: formattedName,
InputConfig: inputConfig,
OutputConfig: outputConfig,
}
c, err := NewPredictionClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.BatchPredict(context.Background(), request)
if err != nil {
t.Fatal(err)
}
resp, err := respLRO.Wait(context.Background())
if err != nil {
t.Fatal(err)
}
if want, got := request, mockPrediction.reqs[0]; !proto.Equal(want, got) {
t.Errorf("wrong request %q, want %q", got, want)
}
if want, got := expectedResponse, resp; !proto.Equal(want, got) {
t.Errorf("wrong response %q, want %q)", got, want)
}
}
func TestPredictionServiceBatchPredictError(t *testing.T) {
errCode := codes.PermissionDenied
mockPrediction.err = nil
mockPrediction.resps = append(mockPrediction.resps[:0], &longrunningpb.Operation{
Name: "longrunning-test",
Done: true,
Result: &longrunningpb.Operation_Error{
Error: &status.Status{
Code: int32(errCode),
Message: "test error",
},
},
})
var formattedName string = fmt.Sprintf("projects/%s/locations/%s/models/%s", "[PROJECT]", "[LOCATION]", "[MODEL]")
var inputConfig *automlpb.BatchPredictInputConfig = &automlpb.BatchPredictInputConfig{}
var outputConfig *automlpb.BatchPredictOutputConfig = &automlpb.BatchPredictOutputConfig{}
var request = &automlpb.BatchPredictRequest{
Name: formattedName,
InputConfig: inputConfig,
OutputConfig: outputConfig,
}
c, err := NewPredictionClient(context.Background(), clientOpt)
if err != nil {
t.Fatal(err)
}
respLRO, err := c.BatchPredict(context.Background(), request)
if err != nil {
t.Fatal(err)
}
resp, err := respLRO.Wait(context.Background())
if st, ok := gstatus.FromError(err); !ok {
t.Errorf("got error %v, expected grpc error", err)
} else if c := st.Code(); c != errCode {
t.Errorf("got error code %q, want %q", c, errCode)
}
_ = resp
}