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Example 46 with Value

use of com.google.firestore.v1beta1.Value in project googleads-java-lib by googleads.

the class PqlTest method testCreateValue_commaTextSet.

@Test
public void testCreateValue_commaTextSet() {
    Set<String> textSet = new LinkedHashSet<String>();
    textSet.add("value1");
    textSet.add("comma \",\" separated");
    Value value1 = ((SetValue) Pql.createValue(textSet)).getValues(0);
    Value value2 = ((SetValue) Pql.createValue(textSet)).getValues(1);
    assertEquals("value1", ((TextValue) value1).getValue());
    assertEquals("comma \",\" separated", ((TextValue) value2).getValue());
}
Also used : LinkedHashSet(java.util.LinkedHashSet) TextValue(com.google.api.ads.admanager.axis.v202105.TextValue) BooleanValue(com.google.api.ads.admanager.axis.v202105.BooleanValue) DateTimeValue(com.google.api.ads.admanager.axis.v202105.DateTimeValue) Value(com.google.api.ads.admanager.axis.v202105.Value) DateValue(com.google.api.ads.admanager.axis.v202105.DateValue) TargetingValue(com.google.api.ads.admanager.axis.v202105.TargetingValue) NumberValue(com.google.api.ads.admanager.axis.v202105.NumberValue) SetValue(com.google.api.ads.admanager.axis.v202105.SetValue) SetValue(com.google.api.ads.admanager.axis.v202105.SetValue) Test(org.junit.Test)

Example 47 with Value

use of com.google.firestore.v1beta1.Value in project googleads-java-lib by googleads.

the class PqlTest method testCreateValue_numberSet.

@Test
public void testCreateValue_numberSet() {
    Set<Long> numberSet = new LinkedHashSet<Long>();
    numberSet.add(1L);
    Value value1 = ((SetValue) Pql.createValue(numberSet)).getValues(0);
    assertEquals("1", ((NumberValue) value1).getValue());
}
Also used : LinkedHashSet(java.util.LinkedHashSet) TextValue(com.google.api.ads.admanager.axis.v202105.TextValue) BooleanValue(com.google.api.ads.admanager.axis.v202105.BooleanValue) DateTimeValue(com.google.api.ads.admanager.axis.v202105.DateTimeValue) Value(com.google.api.ads.admanager.axis.v202105.Value) DateValue(com.google.api.ads.admanager.axis.v202105.DateValue) TargetingValue(com.google.api.ads.admanager.axis.v202105.TargetingValue) NumberValue(com.google.api.ads.admanager.axis.v202105.NumberValue) SetValue(com.google.api.ads.admanager.axis.v202105.SetValue) SetValue(com.google.api.ads.admanager.axis.v202105.SetValue) Test(org.junit.Test)

Example 48 with Value

use of com.google.firestore.v1beta1.Value in project java-docs-samples by GoogleCloudPlatform.

the class DeIdentification method deidentifyWithDateShift.

// [END dlp_reidentify_fpe]
// [START dlp_deidentify_date_shift]
/**
 * @param inputCsvPath The path to the CSV file to deidentify
 * @param outputCsvPath (Optional) path to the output CSV file
 * @param dateFields The list of (date) fields in the CSV file to date shift
 * @param lowerBoundDays The maximum number of days to shift a date backward
 * @param upperBoundDays The maximum number of days to shift a date forward
 * @param contextFieldId (Optional) The column to determine date shift, default : a random shift
 *     amount
 * @param wrappedKey (Optional) The encrypted ('wrapped') AES-256 key to use when shifting dates
 * @param keyName (Optional) The name of the Cloud KMS key used to encrypt ('wrap') the AES-256
 *     key
 * @param projectId ID of Google Cloud project to run the API under.
 */
private static void deidentifyWithDateShift(Path inputCsvPath, Path outputCsvPath, String[] dateFields, int lowerBoundDays, int upperBoundDays, String contextFieldId, String wrappedKey, String keyName, String projectId) throws Exception {
    // instantiate a client
    try (DlpServiceClient dlpServiceClient = DlpServiceClient.create()) {
        // Set the maximum days to shift a day backward (lowerbound), forward (upperbound)
        DateShiftConfig.Builder dateShiftConfigBuilder = DateShiftConfig.newBuilder().setLowerBoundDays(lowerBoundDays).setUpperBoundDays(upperBoundDays);
        // If contextFieldId, keyName or wrappedKey is set: all three arguments must be valid
        if (contextFieldId != null && keyName != null && wrappedKey != null) {
            dateShiftConfigBuilder.setContext(FieldId.newBuilder().setName(contextFieldId).build());
            KmsWrappedCryptoKey kmsWrappedCryptoKey = KmsWrappedCryptoKey.newBuilder().setCryptoKeyName(keyName).setWrappedKey(ByteString.copyFrom(BaseEncoding.base64().decode(wrappedKey))).build();
            dateShiftConfigBuilder.setCryptoKey(CryptoKey.newBuilder().setKmsWrapped(kmsWrappedCryptoKey).build());
        } else if (contextFieldId != null || keyName != null || wrappedKey != null) {
            throw new IllegalArgumentException("You must set either ALL or NONE of {contextFieldId, keyName, wrappedKey}!");
        }
        // Read and parse the CSV file
        BufferedReader br = null;
        String line;
        List<Table.Row> rows = new ArrayList<>();
        List<FieldId> headers;
        br = new BufferedReader(new FileReader(inputCsvPath.toFile()));
        // convert csv header to FieldId
        headers = Arrays.stream(br.readLine().split(",")).map(header -> FieldId.newBuilder().setName(header).build()).collect(Collectors.toList());
        while ((line = br.readLine()) != null) {
            // convert csv rows to Table.Row
            rows.add(convertCsvRowToTableRow(line));
        }
        br.close();
        Table table = Table.newBuilder().addAllHeaders(headers).addAllRows(rows).build();
        List<FieldId> dateFieldIds = Arrays.stream(dateFields).map(field -> FieldId.newBuilder().setName(field).build()).collect(Collectors.toList());
        DateShiftConfig dateShiftConfig = dateShiftConfigBuilder.build();
        FieldTransformation fieldTransformation = FieldTransformation.newBuilder().addAllFields(dateFieldIds).setPrimitiveTransformation(PrimitiveTransformation.newBuilder().setDateShiftConfig(dateShiftConfig).build()).build();
        DeidentifyConfig deidentifyConfig = DeidentifyConfig.newBuilder().setRecordTransformations(RecordTransformations.newBuilder().addFieldTransformations(fieldTransformation).build()).build();
        ContentItem tableItem = ContentItem.newBuilder().setTable(table).build();
        DeidentifyContentRequest request = DeidentifyContentRequest.newBuilder().setParent(ProjectName.of(projectId).toString()).setDeidentifyConfig(deidentifyConfig).setItem(tableItem).build();
        // Execute the deidentification request
        DeidentifyContentResponse response = dlpServiceClient.deidentifyContent(request);
        // Write out the response as a CSV file
        List<FieldId> outputHeaderFields = response.getItem().getTable().getHeadersList();
        List<Table.Row> outputRows = response.getItem().getTable().getRowsList();
        List<String> outputHeaders = outputHeaderFields.stream().map(FieldId::getName).collect(Collectors.toList());
        File outputFile = outputCsvPath.toFile();
        if (!outputFile.exists()) {
            outputFile.createNewFile();
        }
        BufferedWriter bufferedWriter = new BufferedWriter(new FileWriter(outputFile));
        // write out headers
        bufferedWriter.append(String.join(",", outputHeaders) + "\n");
        // write out each row
        for (Table.Row outputRow : outputRows) {
            String row = outputRow.getValuesList().stream().map(value -> value.getStringValue()).collect(Collectors.joining(","));
            bufferedWriter.append(row + "\n");
        }
        bufferedWriter.flush();
        bufferedWriter.close();
        System.out.println("Successfully saved date-shift output to: " + outputCsvPath.getFileName());
    } catch (Exception e) {
        System.out.println("Error in deidentifyWithDateShift: " + e.getMessage());
    }
}
Also used : Arrays(java.util.Arrays) Date(com.google.type.Date) CryptoKey(com.google.privacy.dlp.v2.CryptoKey) DefaultParser(org.apache.commons.cli.DefaultParser) Path(java.nio.file.Path) Value(com.google.privacy.dlp.v2.Value) DateShiftConfig(com.google.privacy.dlp.v2.DateShiftConfig) InfoTypeTransformation(com.google.privacy.dlp.v2.InfoTypeTransformations.InfoTypeTransformation) FieldTransformation(com.google.privacy.dlp.v2.FieldTransformation) ContentItem(com.google.privacy.dlp.v2.ContentItem) Collectors(java.util.stream.Collectors) ByteString(com.google.protobuf.ByteString) ReidentifyContentRequest(com.google.privacy.dlp.v2.ReidentifyContentRequest) DateTimeParseException(java.time.format.DateTimeParseException) List(java.util.List) ParseException(org.apache.commons.cli.ParseException) LocalDate(java.time.LocalDate) RecordTransformations(com.google.privacy.dlp.v2.RecordTransformations) FfxCommonNativeAlphabet(com.google.privacy.dlp.v2.CryptoReplaceFfxFpeConfig.FfxCommonNativeAlphabet) CharacterMaskConfig(com.google.privacy.dlp.v2.CharacterMaskConfig) Options(org.apache.commons.cli.Options) KmsWrappedCryptoKey(com.google.privacy.dlp.v2.KmsWrappedCryptoKey) PrimitiveTransformation(com.google.privacy.dlp.v2.PrimitiveTransformation) HelpFormatter(org.apache.commons.cli.HelpFormatter) ArrayList(java.util.ArrayList) CryptoReplaceFfxFpeConfig(com.google.privacy.dlp.v2.CryptoReplaceFfxFpeConfig) ServiceOptions(com.google.cloud.ServiceOptions) DeidentifyConfig(com.google.privacy.dlp.v2.DeidentifyConfig) CommandLine(org.apache.commons.cli.CommandLine) FieldId(com.google.privacy.dlp.v2.FieldId) Option(org.apache.commons.cli.Option) DeidentifyContentResponse(com.google.privacy.dlp.v2.DeidentifyContentResponse) DlpServiceClient(com.google.cloud.dlp.v2.DlpServiceClient) InfoTypeTransformations(com.google.privacy.dlp.v2.InfoTypeTransformations) BaseEncoding(com.google.common.io.BaseEncoding) CommandLineParser(org.apache.commons.cli.CommandLineParser) BufferedWriter(java.io.BufferedWriter) Table(com.google.privacy.dlp.v2.Table) FileWriter(java.io.FileWriter) ReidentifyContentResponse(com.google.privacy.dlp.v2.ReidentifyContentResponse) SurrogateType(com.google.privacy.dlp.v2.CustomInfoType.SurrogateType) InfoType(com.google.privacy.dlp.v2.InfoType) DeidentifyContentRequest(com.google.privacy.dlp.v2.DeidentifyContentRequest) File(java.io.File) InspectConfig(com.google.privacy.dlp.v2.InspectConfig) ProjectName(com.google.privacy.dlp.v2.ProjectName) Paths(java.nio.file.Paths) OptionGroup(org.apache.commons.cli.OptionGroup) BufferedReader(java.io.BufferedReader) FileReader(java.io.FileReader) CustomInfoType(com.google.privacy.dlp.v2.CustomInfoType) FileWriter(java.io.FileWriter) ArrayList(java.util.ArrayList) ByteString(com.google.protobuf.ByteString) BufferedWriter(java.io.BufferedWriter) DeidentifyConfig(com.google.privacy.dlp.v2.DeidentifyConfig) FileReader(java.io.FileReader) FieldTransformation(com.google.privacy.dlp.v2.FieldTransformation) DeidentifyContentRequest(com.google.privacy.dlp.v2.DeidentifyContentRequest) Table(com.google.privacy.dlp.v2.Table) DateTimeParseException(java.time.format.DateTimeParseException) ParseException(org.apache.commons.cli.ParseException) DateShiftConfig(com.google.privacy.dlp.v2.DateShiftConfig) DlpServiceClient(com.google.cloud.dlp.v2.DlpServiceClient) FieldId(com.google.privacy.dlp.v2.FieldId) BufferedReader(java.io.BufferedReader) KmsWrappedCryptoKey(com.google.privacy.dlp.v2.KmsWrappedCryptoKey) File(java.io.File) ContentItem(com.google.privacy.dlp.v2.ContentItem) DeidentifyContentResponse(com.google.privacy.dlp.v2.DeidentifyContentResponse)

Example 49 with Value

use of com.google.firestore.v1beta1.Value in project java-docs-samples by GoogleCloudPlatform.

the class DeIdentification method convertCsvRowToTableRow.

// convert CSV row into Table.Row
private static Table.Row convertCsvRowToTableRow(String row) {
    String[] values = row.split(",");
    Table.Row.Builder tableRowBuilder = Table.Row.newBuilder();
    for (String value : values) {
        LocalDate date = getValidDate(value);
        if (date != null) {
            // convert to com.google.type.Date
            Date dateValue = Date.newBuilder().setYear(date.getYear()).setMonth(date.getMonthValue()).setDay(date.getDayOfMonth()).build();
            Value tableValue = Value.newBuilder().setDateValue(dateValue).build();
            tableRowBuilder.addValues(tableValue);
        } else {
            tableRowBuilder.addValues(Value.newBuilder().setStringValue(value).build());
        }
    }
    return tableRowBuilder.build();
}
Also used : Value(com.google.privacy.dlp.v2.Value) ByteString(com.google.protobuf.ByteString) LocalDate(java.time.LocalDate) Date(com.google.type.Date) LocalDate(java.time.LocalDate)

Example 50 with Value

use of com.google.firestore.v1beta1.Value in project java-docs-samples by GoogleCloudPlatform.

the class RiskAnalysis method categoricalStatsAnalysis.

// [END dlp_numerical_stats]
// [START dlp_categorical_stats]
/**
 * Calculate categorical statistics for a column in a BigQuery table using the DLP API.
 *
 * @param projectId The Google Cloud Platform project ID to run the API call under.
 * @param datasetId The BigQuery dataset to analyze.
 * @param tableId The BigQuery table to analyze.
 * @param columnName The name of the column to analyze, which need not contain numerical data.
 * @param topicId The name of the Pub/Sub topic to notify once the job completes
 * @param subscriptionId The name of the Pub/Sub subscription to use when listening for job
 *     completion status.
 */
private static void categoricalStatsAnalysis(String projectId, String datasetId, String tableId, String columnName, String topicId, String subscriptionId) {
    // Instantiates a client
    try (DlpServiceClient dlpServiceClient = DlpServiceClient.create()) {
        FieldId fieldId = FieldId.newBuilder().setName(columnName).build();
        CategoricalStatsConfig categoricalStatsConfig = CategoricalStatsConfig.newBuilder().setField(fieldId).build();
        BigQueryTable bigQueryTable = BigQueryTable.newBuilder().setProjectId(projectId).setDatasetId(datasetId).setTableId(tableId).build();
        PrivacyMetric privacyMetric = PrivacyMetric.newBuilder().setCategoricalStatsConfig(categoricalStatsConfig).build();
        ProjectTopicName topicName = ProjectTopicName.of(projectId, topicId);
        PublishToPubSub publishToPubSub = PublishToPubSub.newBuilder().setTopic(topicName.toString()).build();
        // Create action to publish job status notifications over Google Cloud Pub/Sub
        Action action = Action.newBuilder().setPubSub(publishToPubSub).build();
        RiskAnalysisJobConfig riskAnalysisJobConfig = RiskAnalysisJobConfig.newBuilder().setSourceTable(bigQueryTable).setPrivacyMetric(privacyMetric).addActions(action).build();
        CreateDlpJobRequest createDlpJobRequest = CreateDlpJobRequest.newBuilder().setParent(ProjectName.of(projectId).toString()).setRiskJob(riskAnalysisJobConfig).build();
        DlpJob dlpJob = dlpServiceClient.createDlpJob(createDlpJobRequest);
        String dlpJobName = dlpJob.getName();
        final SettableApiFuture<Boolean> done = SettableApiFuture.create();
        // Set up a Pub/Sub subscriber to listen on the job completion status
        Subscriber subscriber = Subscriber.newBuilder(ProjectSubscriptionName.newBuilder().setProject(projectId).setSubscription(subscriptionId).build(), (pubsubMessage, ackReplyConsumer) -> {
            if (pubsubMessage.getAttributesCount() > 0 && pubsubMessage.getAttributesMap().get("DlpJobName").equals(dlpJobName)) {
                // notify job completion
                done.set(true);
                ackReplyConsumer.ack();
            }
        }).build();
        subscriber.startAsync();
        // For long jobs, consider using a truly asynchronous execution model such as Cloud Functions
        try {
            done.get(1, TimeUnit.MINUTES);
            // Wait for the job to become available
            Thread.sleep(500);
        } catch (TimeoutException e) {
            System.out.println("Unable to verify job completion.");
        }
        // Retrieve completed job status
        DlpJob completedJob = dlpServiceClient.getDlpJob(GetDlpJobRequest.newBuilder().setName(dlpJobName).build());
        System.out.println("Job status: " + completedJob.getState());
        AnalyzeDataSourceRiskDetails riskDetails = completedJob.getRiskDetails();
        AnalyzeDataSourceRiskDetails.CategoricalStatsResult result = riskDetails.getCategoricalStatsResult();
        for (CategoricalStatsHistogramBucket bucket : result.getValueFrequencyHistogramBucketsList()) {
            System.out.printf("Most common value occurs %d time(s).\n", bucket.getValueFrequencyUpperBound());
            System.out.printf("Least common value occurs %d time(s).\n", bucket.getValueFrequencyLowerBound());
            for (ValueFrequency valueFrequency : bucket.getBucketValuesList()) {
                System.out.printf("Value %s occurs %d time(s).\n", valueFrequency.getValue().toString(), valueFrequency.getCount());
            }
        }
    } catch (Exception e) {
        System.out.println("Error in categoricalStatsAnalysis: " + e.getMessage());
    }
}
Also used : Arrays(java.util.Arrays) TimeoutException(java.util.concurrent.TimeoutException) Subscriber(com.google.cloud.pubsub.v1.Subscriber) DefaultParser(org.apache.commons.cli.DefaultParser) KMapEstimationHistogramBucket(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.KMapEstimationResult.KMapEstimationHistogramBucket) LDiversityEquivalenceClass(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.LDiversityResult.LDiversityEquivalenceClass) ValueFrequency(com.google.privacy.dlp.v2.ValueFrequency) LDiversityConfig(com.google.privacy.dlp.v2.PrivacyMetric.LDiversityConfig) NumericalStatsConfig(com.google.privacy.dlp.v2.PrivacyMetric.NumericalStatsConfig) Action(com.google.privacy.dlp.v2.Action) KMapEstimationConfig(com.google.privacy.dlp.v2.PrivacyMetric.KMapEstimationConfig) CategoricalStatsHistogramBucket(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.CategoricalStatsResult.CategoricalStatsHistogramBucket) KAnonymityEquivalenceClass(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.KAnonymityResult.KAnonymityEquivalenceClass) Value(com.google.privacy.dlp.v2.Value) TaggedField(com.google.privacy.dlp.v2.PrivacyMetric.KMapEstimationConfig.TaggedField) RiskAnalysisJobConfig(com.google.privacy.dlp.v2.RiskAnalysisJobConfig) Collectors(java.util.stream.Collectors) SettableApiFuture(com.google.api.core.SettableApiFuture) List(java.util.List) KAnonymityResult(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.KAnonymityResult) ParseException(org.apache.commons.cli.ParseException) BigQueryTable(com.google.privacy.dlp.v2.BigQueryTable) ProjectSubscriptionName(com.google.pubsub.v1.ProjectSubscriptionName) AnalyzeDataSourceRiskDetails(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails) Options(org.apache.commons.cli.Options) HelpFormatter(org.apache.commons.cli.HelpFormatter) CategoricalStatsConfig(com.google.privacy.dlp.v2.PrivacyMetric.CategoricalStatsConfig) ArrayList(java.util.ArrayList) ServiceOptions(com.google.cloud.ServiceOptions) CommandLine(org.apache.commons.cli.CommandLine) FieldId(com.google.privacy.dlp.v2.FieldId) ProjectTopicName(com.google.pubsub.v1.ProjectTopicName) Option(org.apache.commons.cli.Option) DlpServiceClient(com.google.cloud.dlp.v2.DlpServiceClient) Iterator(java.util.Iterator) CreateDlpJobRequest(com.google.privacy.dlp.v2.CreateDlpJobRequest) CommandLineParser(org.apache.commons.cli.CommandLineParser) KMapEstimationResult(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.KMapEstimationResult) KMapEstimationQuasiIdValues(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.KMapEstimationResult.KMapEstimationQuasiIdValues) InfoType(com.google.privacy.dlp.v2.InfoType) LDiversityResult(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.LDiversityResult) KAnonymityConfig(com.google.privacy.dlp.v2.PrivacyMetric.KAnonymityConfig) TimeUnit(java.util.concurrent.TimeUnit) PublishToPubSub(com.google.privacy.dlp.v2.Action.PublishToPubSub) ProjectName(com.google.privacy.dlp.v2.ProjectName) GetDlpJobRequest(com.google.privacy.dlp.v2.GetDlpJobRequest) LDiversityHistogramBucket(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.LDiversityResult.LDiversityHistogramBucket) KAnonymityHistogramBucket(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.KAnonymityResult.KAnonymityHistogramBucket) PrivacyMetric(com.google.privacy.dlp.v2.PrivacyMetric) OptionGroup(org.apache.commons.cli.OptionGroup) DlpJob(com.google.privacy.dlp.v2.DlpJob) Collections(java.util.Collections) CategoricalStatsConfig(com.google.privacy.dlp.v2.PrivacyMetric.CategoricalStatsConfig) Action(com.google.privacy.dlp.v2.Action) CategoricalStatsHistogramBucket(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails.CategoricalStatsResult.CategoricalStatsHistogramBucket) RiskAnalysisJobConfig(com.google.privacy.dlp.v2.RiskAnalysisJobConfig) PrivacyMetric(com.google.privacy.dlp.v2.PrivacyMetric) CreateDlpJobRequest(com.google.privacy.dlp.v2.CreateDlpJobRequest) TimeoutException(java.util.concurrent.TimeoutException) ParseException(org.apache.commons.cli.ParseException) PublishToPubSub(com.google.privacy.dlp.v2.Action.PublishToPubSub) Subscriber(com.google.cloud.pubsub.v1.Subscriber) DlpServiceClient(com.google.cloud.dlp.v2.DlpServiceClient) BigQueryTable(com.google.privacy.dlp.v2.BigQueryTable) ValueFrequency(com.google.privacy.dlp.v2.ValueFrequency) FieldId(com.google.privacy.dlp.v2.FieldId) DlpJob(com.google.privacy.dlp.v2.DlpJob) ProjectTopicName(com.google.pubsub.v1.ProjectTopicName) AnalyzeDataSourceRiskDetails(com.google.privacy.dlp.v2.AnalyzeDataSourceRiskDetails) TimeoutException(java.util.concurrent.TimeoutException)

Aggregations

Test (org.junit.Test)126 Value (com.google.firestore.v1.Value)108 ArrayValue (com.google.firestore.v1.ArrayValue)73 LinkedHashSet (java.util.LinkedHashSet)71 ObjectValue (com.google.firebase.firestore.model.ObjectValue)53 NullValue (com.google.protobuf.NullValue)50 MapValue (com.google.firestore.v1.MapValue)47 ArrayList (java.util.ArrayList)30 HashMap (java.util.HashMap)25 Value (com.google.datastore.v1.Value)20 Map (java.util.Map)20 TableFieldSchema (com.google.api.services.bigquery.model.TableFieldSchema)17 List (java.util.List)17 Record (org.apache.avro.generic.GenericData.Record)16 SchemaAndRecord (org.apache.beam.sdk.io.gcp.bigquery.SchemaAndRecord)16 CoreMatchers.notNullValue (org.hamcrest.CoreMatchers.notNullValue)16 Set (java.util.Set)14 TestUtil.wrapObject (com.google.firebase.firestore.testutil.TestUtil.wrapObject)13 Nullable (androidx.annotation.Nullable)10 Value (com.google.privacy.dlp.v2.Value)9