[
https://issues.apache.org/jira/browse/BEAM-11322?focusedWorklogId=569684&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-569684
]
ASF GitHub Bot logged work on BEAM-11322:
-----------------------------------------
Author: ASF GitHub Bot
Created on: 22/Mar/21 12:59
Start Date: 22/Mar/21 12:59
Worklog Time Spent: 10m
Work Description: KhaninArtur commented on a change in pull request
#13995:
URL: https://github.com/apache/beam/pull/13995#discussion_r598691216
##########
File path:
examples/java/src/main/java/org/apache/beam/examples/complete/datatokenization/transforms/io/FileSystemIO.java
##########
@@ -0,0 +1,248 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you 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 org.apache.beam.examples.complete.datatokenization.transforms.io;
+
+import
org.apache.beam.examples.complete.datatokenization.options.DataTokenizationOptions;
+import org.apache.beam.examples.complete.datatokenization.utils.CsvConverters;
+import
org.apache.beam.examples.complete.datatokenization.utils.ErrorConverters;
+import
org.apache.beam.examples.complete.datatokenization.utils.FailsafeElement;
+import
org.apache.beam.examples.complete.datatokenization.utils.FailsafeElementCoder;
+import org.apache.beam.examples.complete.datatokenization.utils.RowToCsv;
+import org.apache.beam.sdk.Pipeline;
+import org.apache.beam.sdk.coders.NullableCoder;
+import org.apache.beam.sdk.coders.StringUtf8Coder;
+import org.apache.beam.sdk.io.TextIO;
+import org.apache.beam.sdk.options.Default;
+import org.apache.beam.sdk.options.Description;
+import org.apache.beam.sdk.options.PipelineOptions;
+import org.apache.beam.sdk.schemas.Schema;
+import org.apache.beam.sdk.transforms.MapElements;
+import org.apache.beam.sdk.transforms.ToJson;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PCollection.IsBounded;
+import org.apache.beam.sdk.values.PCollectionTuple;
+import org.apache.beam.sdk.values.PDone;
+import org.apache.beam.sdk.values.Row;
+import org.apache.beam.sdk.values.TupleTag;
+import org.apache.beam.sdk.values.TypeDescriptors;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/** The {@link FileSystemIO} class to read/write data from/into File Systems.
*/
+public class FileSystemIO {
Review comment:
Got you, renamed it.
##########
File path:
examples/java/src/main/java/org/apache/beam/examples/complete/datatokenization/transforms/io/BigTableIO.java
##########
@@ -0,0 +1,158 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you 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 org.apache.beam.examples.complete.datatokenization.transforms.io;
+
+import com.google.bigtable.v2.Mutation;
+import com.google.protobuf.ByteString;
+import java.nio.charset.StandardCharsets;
+import java.util.Objects;
+import java.util.Set;
+import java.util.stream.Collectors;
+import
org.apache.beam.examples.complete.datatokenization.options.DataTokenizationOptions;
+import org.apache.beam.sdk.io.gcp.bigtable.BigtableIO;
+import org.apache.beam.sdk.io.gcp.bigtable.BigtableWriteResult;
+import org.apache.beam.sdk.options.Description;
+import org.apache.beam.sdk.options.PipelineOptions;
+import org.apache.beam.sdk.schemas.Schema;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.PTransform;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.values.KV;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PDone;
+import org.apache.beam.sdk.values.Row;
+import org.apache.commons.lang3.tuple.Pair;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/** The {@link BigTableIO} class for writing data from template to BigTable. */
+public class BigTableIO {
Review comment:
Done
##########
File path:
examples/java/src/main/java/org/apache/beam/examples/complete/datatokenization/transforms/io/BigQueryIO.java
##########
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you 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 org.apache.beam.examples.complete.datatokenization.transforms.io;
+
+import com.google.api.services.bigquery.model.TableRow;
+import com.google.api.services.bigquery.model.TableSchema;
+import java.io.IOException;
+import
org.apache.beam.examples.complete.datatokenization.utils.FailsafeElement;
+import org.apache.beam.sdk.io.gcp.bigquery.BigQueryInsertError;
+import org.apache.beam.sdk.io.gcp.bigquery.BigQueryUtils;
+import org.apache.beam.sdk.io.gcp.bigquery.InsertRetryPolicy;
+import org.apache.beam.sdk.io.gcp.bigquery.WriteResult;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.Row;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/** The {@link BigQueryIO} class for writing data from template to BigTable. */
+public class BigQueryIO {
Review comment:
Done
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Issue Time Tracking
-------------------
Worklog Id: (was: 569684)
Time Spent: 1h 40m (was: 1.5h)
> Apache Beam Template to tokenize sensitive data
> -----------------------------------------------
>
> Key: BEAM-11322
> URL: https://issues.apache.org/jira/browse/BEAM-11322
> Project: Beam
> Issue Type: Improvement
> Components: examples-java
> Reporter: Artur Khanin
> Assignee: Artur Khanin
> Priority: P3
> Labels: Clarified
> Time Spent: 1h 40m
> Remaining Estimate: 0h
>
> Some users may want to protect their sensitive data using tokenization.
> We propose to create a Beam example template that will demonstrate Beam
> transform to protect sensitive data using tokenization. In our example, we
> will use an external service for the data tokenization.
> At a high level, a pipeline that will:
> * support batch (GCS) and streaming (Pub/Sub) input sources
> * tokenize sensitive data via external REST service - we are about to use
> Protegrity
> * output tokenized data into BigQuery or BigTable
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