-
Notifications
You must be signed in to change notification settings - Fork 2.8k
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Updated Spanner Dataflow connector samples #1059
Merged
Merged
Changes from all commits
Commits
Show all changes
12 commits
Select commit
Hold shift + click to select a range
bc04758
Updated Spanner Dataflow connector samples
2b40d68
Make checkstyle happy
bca157e
Merge branch 'master' into sample
lesv fba6faa
First test
0a8d691
Updated the test
d89c0fb
Added tests
91f007b
Merge branch 'sample' of github.com:mairbek/java-docs-samples into sa…
7bad2e1
Makes checkstyle happy
08c2629
Use system properties
419500f
Add add system property
56b767e
New lines
b2f1e55
Merge branch 'master' into sample
lesv File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
86 changes: 86 additions & 0 deletions
86
dataflow/spanner-io/src/main/java/com/example/dataflow/EstimateSize.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,86 @@ | ||
/* | ||
* Copyright 2018 Google Inc. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
|
||
package com.example.dataflow; | ||
|
||
import com.google.cloud.spanner.Struct; | ||
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.PCollection; | ||
|
||
/** | ||
* Estimates the size of the {@code Struct}. | ||
*/ | ||
public class EstimateSize extends PTransform<PCollection<Struct>, PCollection<Long>> { | ||
|
||
public static EstimateSize create() { | ||
return new EstimateSize(); | ||
} | ||
|
||
private EstimateSize() { | ||
} | ||
|
||
@Override | ||
public PCollection<Long> expand(PCollection<Struct> input) { | ||
return input.apply(ParDo.of(new EstimateStructSizeFn())); | ||
} | ||
|
||
/** | ||
* Estimates the size of a Spanner row. For simplicity, arrays and structs aren't supported. | ||
*/ | ||
public static class EstimateStructSizeFn extends DoFn<Struct, Long> { | ||
|
||
@ProcessElement | ||
public void processElement(ProcessContext c) throws Exception { | ||
Struct row = c.element(); | ||
long sum = 0; | ||
for (int i = 0; i < row.getColumnCount(); i++) { | ||
if (row.isNull(i)) { | ||
continue; | ||
} | ||
|
||
switch (row.getColumnType(i).getCode()) { | ||
case BOOL: | ||
sum += 1; | ||
break; | ||
case INT64: | ||
case FLOAT64: | ||
sum += 8; | ||
break; | ||
case TIMESTAMP: | ||
case DATE: | ||
sum += 12; | ||
break; | ||
case BYTES: | ||
sum += row.getBytes(i).length(); | ||
break; | ||
case STRING: | ||
sum += row.getString(i).length(); | ||
break; | ||
case ARRAY: | ||
throw new IllegalArgumentException("Arrays are not supported :("); | ||
case STRUCT: | ||
throw new IllegalArgumentException("Structs are not supported :("); | ||
default: | ||
throw new IllegalArgumentException("Unsupported type :("); | ||
} | ||
} | ||
c.output(sum); | ||
} | ||
} | ||
|
||
} |
115 changes: 115 additions & 0 deletions
115
dataflow/spanner-io/src/main/java/com/example/dataflow/SpannerGroupWrite.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,115 @@ | ||
/* | ||
* Copyright 2018 Google Inc. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
|
||
package com.example.dataflow; | ||
|
||
import com.google.cloud.Timestamp; | ||
import com.google.cloud.spanner.Mutation; | ||
import com.google.common.base.Charsets; | ||
import com.google.common.hash.Hashing; | ||
import org.apache.beam.sdk.Pipeline; | ||
import org.apache.beam.sdk.io.TextIO; | ||
import org.apache.beam.sdk.io.gcp.spanner.MutationGroup; | ||
import org.apache.beam.sdk.io.gcp.spanner.SpannerIO; | ||
import org.apache.beam.sdk.options.Description; | ||
import org.apache.beam.sdk.options.PipelineOptions; | ||
import org.apache.beam.sdk.options.PipelineOptionsFactory; | ||
import org.apache.beam.sdk.options.Validation; | ||
import org.apache.beam.sdk.transforms.MapElements; | ||
import org.apache.beam.sdk.transforms.SimpleFunction; | ||
import org.apache.beam.sdk.values.PCollection; | ||
|
||
/** | ||
* This sample demonstrates how to group together mutations when writing to the Cloud Spanner | ||
* database. | ||
*/ | ||
public class SpannerGroupWrite { | ||
public interface Options extends PipelineOptions { | ||
|
||
@Description("Spanner instance ID to write to") | ||
@Validation.Required | ||
String getInstanceId(); | ||
|
||
void setInstanceId(String value); | ||
|
||
@Description("Spanner database name to write to") | ||
@Validation.Required | ||
String getDatabaseId(); | ||
|
||
void setDatabaseId(String value); | ||
|
||
@Description("Singers output filename in the format: singer_id\tfirst_name\tlast_name") | ||
@Validation.Required | ||
String getSuspiciousUsersFile(); | ||
|
||
void setSuspiciousUsersFile(String value); | ||
|
||
} | ||
|
||
public static void main(String[] args) { | ||
Options options = PipelineOptionsFactory.fromArgs(args).withValidation().as(Options.class); | ||
Pipeline p = Pipeline.create(options); | ||
|
||
String instanceId = options.getInstanceId(); | ||
String databaseId = options.getDatabaseId(); | ||
|
||
String usersIdFile = options.getSuspiciousUsersFile(); | ||
|
||
PCollection<String> suspiciousUserIds = p.apply(TextIO.read().from(usersIdFile)); | ||
|
||
final Timestamp timestamp = Timestamp.now(); | ||
|
||
// [START spanner_dataflow_writegroup] | ||
PCollection<MutationGroup> mutations = suspiciousUserIds | ||
.apply(MapElements.via(new SimpleFunction<String, MutationGroup>() { | ||
|
||
@Override | ||
public MutationGroup apply(String userId) { | ||
// Immediately block the user. | ||
Mutation userMutation = Mutation.newUpdateBuilder("Users") | ||
.set("id").to(userId) | ||
.set("state").to("BLOCKED") | ||
.build(); | ||
long generatedId = Hashing.sha1().newHasher() | ||
.putString(userId, Charsets.UTF_8) | ||
.putLong(timestamp.getSeconds()) | ||
.putLong(timestamp.getNanos()) | ||
.hash() | ||
.asLong(); | ||
|
||
// Add an entry to pending review requests. | ||
Mutation pendingReview = Mutation.newInsertOrUpdateBuilder("PendingReviews") | ||
.set("id").to(generatedId) // Must be deterministically generated. | ||
.set("userId").to(userId) | ||
.set("action").to("REVIEW ACCOUNT") | ||
.set("note").to("Suspicious activity detected.") | ||
.build(); | ||
|
||
return MutationGroup.create(userMutation, pendingReview); | ||
} | ||
})); | ||
|
||
mutations.apply(SpannerIO.write() | ||
.withInstanceId(instanceId) | ||
.withDatabaseId(databaseId) | ||
.grouped()); | ||
// [END spanner_dataflow_writegroup] | ||
|
||
p.run().waitUntilFinish(); | ||
|
||
} | ||
|
||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
why do you do this?
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
What do you mean? There are two examples that estimate the logical size of the database.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
I'm asking if the comment should explain why this is being done.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
(ie. why do I need to do this?)