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Add schema handling to remote task execution
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42 changes: 42 additions & 0 deletions
42
wrangler-api/src/main/java/io/cdap/wrangler/api/RemoteDirectiveResponse.java
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/* | ||
* Copyright © 2024 Cask Data, 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 io.cdap.wrangler.api; | ||
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import io.cdap.cdap.api.data.schema.Schema; | ||
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import java.io.Serializable; | ||
import java.util.List; | ||
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/** | ||
* Response after executing directives remotely | ||
*/ | ||
public class RemoteDirectiveResponse implements Serializable { | ||
private final List<Row> rows; | ||
private final Schema outputSchema; | ||
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public RemoteDirectiveResponse(List<Row> rows, Schema outputSchema) { | ||
this.rows = rows; | ||
this.outputSchema = outputSchema; | ||
} | ||
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public List<Row> getRows() { | ||
return rows; | ||
} | ||
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public Schema getOutputSchema() { | ||
return outputSchema; | ||
} | ||
} |
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110 changes: 110 additions & 0 deletions
110
...er-core/src/main/java/io/cdap/directives/aggregates/DefaultTransientStoreTypeAdapter.java
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/* | ||
* Copyright © 2021 Cask Data, 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. | ||
*/ | ||
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package io.cdap.directives.aggregates; | ||
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import com.google.gson.Gson; | ||
import com.google.gson.GsonBuilder; | ||
import com.google.gson.TypeAdapter; | ||
import com.google.gson.stream.JsonReader; | ||
import com.google.gson.stream.JsonWriter; | ||
import io.cdap.cdap.api.data.schema.Schema; | ||
import io.cdap.cdap.internal.io.SchemaTypeAdapter; | ||
import io.cdap.wrangler.api.TransientVariableScope; | ||
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import java.io.IOException; | ||
import java.util.Map; | ||
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import static io.cdap.wrangler.schema.TransientStoreKeys.INPUT_SCHEMA; | ||
import static io.cdap.wrangler.schema.TransientStoreKeys.OUTPUT_SCHEMA; | ||
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/** | ||
* GSON - JSON type adapter class for {@link DefaultTransientStore} | ||
*/ | ||
public class DefaultTransientStoreTypeAdapter extends TypeAdapter<DefaultTransientStore> { | ||
private static final Gson GSON = new GsonBuilder() | ||
.registerTypeAdapter(Schema.class, new SchemaTypeAdapter()) | ||
.create(); | ||
private static final String GLOBAL_MAP_KEY = "global"; | ||
private static final String LOCAL_MAP_KEY = "local"; | ||
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@Override | ||
public void write(JsonWriter writer, DefaultTransientStore store) throws IOException { | ||
if (store == null) { | ||
writer.nullValue(); | ||
return; | ||
} | ||
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writer.beginObject(); | ||
writeMaps(writer, store); | ||
writer.endObject(); | ||
} | ||
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@Override | ||
public DefaultTransientStore read(JsonReader reader) throws IOException { | ||
DefaultTransientStore store = new DefaultTransientStore(); | ||
reader.beginObject(); | ||
while (reader.hasNext()) { | ||
String name = reader.nextName(); | ||
if (name.equals(GLOBAL_MAP_KEY)) { | ||
readMap(reader, store, TransientVariableScope.GLOBAL); | ||
} else if (name.equals(LOCAL_MAP_KEY)) { | ||
readMap(reader, store, TransientVariableScope.LOCAL); | ||
} | ||
} | ||
reader.endObject(); | ||
return store; | ||
} | ||
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private void writeMaps(JsonWriter writer, DefaultTransientStore store) throws IOException { | ||
writer.name(GLOBAL_MAP_KEY).beginObject(); | ||
writeMap(writer, store.getGlobalVariables()); | ||
writer.endObject(); | ||
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writer.name(LOCAL_MAP_KEY).beginObject(); | ||
writeMap(writer, store.getLocalVariables()); | ||
writer.endObject(); | ||
} | ||
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private void writeMap(JsonWriter writer, Map<String, Object> map) throws IOException { | ||
for (Map.Entry<String, Object> entry : map.entrySet()) { | ||
String key = entry.getKey(); | ||
writer.name(key); | ||
if (key.equals(INPUT_SCHEMA) || key.equals(OUTPUT_SCHEMA)) { | ||
GSON.toJson(entry.getValue(), Schema.class, writer); | ||
} else { | ||
GSON.toJson(entry.getValue(), Object.class, writer); | ||
} | ||
} | ||
} | ||
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private void readMap(JsonReader reader, DefaultTransientStore store, | ||
TransientVariableScope scope) throws IOException { | ||
reader.beginObject(); | ||
while (reader.hasNext()) { | ||
String key = reader.nextName(); | ||
if (key.equals(INPUT_SCHEMA) || key.equals(OUTPUT_SCHEMA)) { | ||
Schema schemaValue = GSON.fromJson(reader, Schema.class); | ||
store.set(scope, key, schemaValue); | ||
} else { | ||
Object value = GSON.fromJson(reader, Object.class); | ||
store.set(scope, key, value); | ||
} | ||
} | ||
reader.endObject(); | ||
} | ||
} |
85 changes: 85 additions & 0 deletions
85
...ore/src/test/java/io/cdap/directives/aggregates/DefaultTransientStoreTypeAdapterTest.java
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/* | ||
* Copyright © 2021 Cask Data, 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. | ||
*/ | ||
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package io.cdap.directives.aggregates; | ||
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import com.google.gson.Gson; | ||
import com.google.gson.GsonBuilder; | ||
import io.cdap.cdap.api.data.schema.Schema; | ||
import io.cdap.cdap.internal.io.SchemaTypeAdapter; | ||
import io.cdap.wrangler.api.TransientStore; | ||
import io.cdap.wrangler.api.TransientVariableScope; | ||
import org.junit.BeforeClass; | ||
import org.junit.Test; | ||
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import static io.cdap.wrangler.schema.TransientStoreKeys.INPUT_SCHEMA; | ||
import static org.junit.Assert.assertEquals; | ||
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public class DefaultTransientStoreTypeAdapterTest { | ||
private static final TransientStore EXPECTED_STORE = new DefaultTransientStore(); | ||
private static final String EXPECTED_JSON = "{" | ||
+ "\"global\":{" | ||
+ "\"num_val\":5.0" | ||
+ "}," | ||
+ "\"local\":{" | ||
+ "\"string_val\":\"hello\"" | ||
+ "}" | ||
+ "}"; | ||
private static final Gson GSON = new GsonBuilder() | ||
.registerTypeAdapter(TransientStore.class, new DefaultTransientStoreTypeAdapter()) | ||
.registerTypeAdapter(Schema.class, new SchemaTypeAdapter()) | ||
.create(); | ||
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@BeforeClass | ||
public static void setup() { | ||
EXPECTED_STORE.set(TransientVariableScope.GLOBAL, "num_val", 5.0); | ||
EXPECTED_STORE.set(TransientVariableScope.LOCAL, "string_val", "hello"); | ||
} | ||
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@Test | ||
public void testWrite() { | ||
TransientStore store = new DefaultTransientStore(); | ||
store.set(TransientVariableScope.GLOBAL, "num_val", 5.0); | ||
store.set(TransientVariableScope.LOCAL, "string_val", "hello"); | ||
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String actualJson = GSON.toJson(store); | ||
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assertEquals(EXPECTED_JSON, actualJson); | ||
} | ||
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@Test | ||
public void testRead() { | ||
TransientStore actualStore = GSON.fromJson(EXPECTED_JSON, TransientStore.class); | ||
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assertEquals(EXPECTED_STORE.getGlobalVariables(), actualStore.getGlobalVariables()); | ||
assertEquals(EXPECTED_STORE.getLocalVariables(), actualStore.getLocalVariables()); | ||
} | ||
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@Test | ||
public void testSchema() { | ||
TransientStore store = new DefaultTransientStore(); | ||
Schema inputSchema = Schema.recordOf( | ||
"inputSchema", | ||
Schema.Field.of("int_col", Schema.of(Schema.Type.INT)) | ||
); | ||
store.set(TransientVariableScope.LOCAL, INPUT_SCHEMA, inputSchema); | ||
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String actualJson = GSON.toJson(store); | ||
TransientStore actualStore = GSON.fromJson(actualJson, TransientStore.class); | ||
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assertEquals(inputSchema, actualStore.get(INPUT_SCHEMA)); | ||
} | ||
} |
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