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Example 6 with DynamoDB

use of com.amazonaws.services.dynamodbv2.document.DynamoDB in project nifi by apache.

the class DeleteDynamoDB method onTrigger.

@Override
public void onTrigger(final ProcessContext context, final ProcessSession session) {
    List<FlowFile> flowFiles = session.get(context.getProperty(BATCH_SIZE).evaluateAttributeExpressions().asInteger());
    if (flowFiles == null || flowFiles.size() == 0) {
        return;
    }
    Map<ItemKeys, FlowFile> keysToFlowFileMap = new HashMap<>();
    final String table = context.getProperty(TABLE).evaluateAttributeExpressions().getValue();
    final String hashKeyName = context.getProperty(HASH_KEY_NAME).evaluateAttributeExpressions().getValue();
    final String hashKeyValueType = context.getProperty(HASH_KEY_VALUE_TYPE).getValue();
    final String rangeKeyName = context.getProperty(RANGE_KEY_NAME).evaluateAttributeExpressions().getValue();
    final String rangeKeyValueType = context.getProperty(RANGE_KEY_VALUE_TYPE).getValue();
    TableWriteItems tableWriteItems = new TableWriteItems(table);
    for (FlowFile flowFile : flowFiles) {
        final Object hashKeyValue = getValue(context, HASH_KEY_VALUE_TYPE, HASH_KEY_VALUE, flowFile);
        final Object rangeKeyValue = getValue(context, RANGE_KEY_VALUE_TYPE, RANGE_KEY_VALUE, flowFile);
        if (!isHashKeyValueConsistent(hashKeyName, hashKeyValue, session, flowFile)) {
            continue;
        }
        if (!isRangeKeyValueConsistent(rangeKeyName, rangeKeyValue, session, flowFile)) {
            continue;
        }
        if (rangeKeyValue == null || StringUtils.isBlank(rangeKeyValue.toString())) {
            tableWriteItems.addHashOnlyPrimaryKeysToDelete(hashKeyName, hashKeyValue);
        } else {
            tableWriteItems.addHashAndRangePrimaryKeyToDelete(hashKeyName, hashKeyValue, rangeKeyName, rangeKeyValue);
        }
        keysToFlowFileMap.put(new ItemKeys(hashKeyValue, rangeKeyValue), flowFile);
    }
    if (keysToFlowFileMap.isEmpty()) {
        return;
    }
    final DynamoDB dynamoDB = getDynamoDB();
    try {
        BatchWriteItemOutcome outcome = dynamoDB.batchWriteItem(tableWriteItems);
        handleUnprocessedItems(session, keysToFlowFileMap, table, hashKeyName, hashKeyValueType, rangeKeyName, rangeKeyValueType, outcome);
        // All non unprocessed items are successful
        for (FlowFile flowFile : keysToFlowFileMap.values()) {
            getLogger().debug("Successfully deleted item from dynamodb : " + table);
            session.transfer(flowFile, REL_SUCCESS);
        }
    } catch (AmazonServiceException exception) {
        getLogger().error("Could not process flowFiles due to service exception : " + exception.getMessage());
        List<FlowFile> failedFlowFiles = processServiceException(session, flowFiles, exception);
        session.transfer(failedFlowFiles, REL_FAILURE);
    } catch (AmazonClientException exception) {
        getLogger().error("Could not process flowFiles due to client exception : " + exception.getMessage());
        List<FlowFile> failedFlowFiles = processClientException(session, flowFiles, exception);
        session.transfer(failedFlowFiles, REL_FAILURE);
    } catch (Exception exception) {
        getLogger().error("Could not process flowFiles due to exception : " + exception.getMessage());
        List<FlowFile> failedFlowFiles = processException(session, flowFiles, exception);
        session.transfer(failedFlowFiles, REL_FAILURE);
    }
}
Also used : FlowFile(org.apache.nifi.flowfile.FlowFile) TableWriteItems(com.amazonaws.services.dynamodbv2.document.TableWriteItems) BatchWriteItemOutcome(com.amazonaws.services.dynamodbv2.document.BatchWriteItemOutcome) HashMap(java.util.HashMap) AmazonClientException(com.amazonaws.AmazonClientException) DynamoDB(com.amazonaws.services.dynamodbv2.document.DynamoDB) AmazonServiceException(com.amazonaws.AmazonServiceException) AmazonClientException(com.amazonaws.AmazonClientException) AmazonServiceException(com.amazonaws.AmazonServiceException) List(java.util.List)

Example 7 with DynamoDB

use of com.amazonaws.services.dynamodbv2.document.DynamoDB in project nifi by apache.

the class GetDynamoDB method onTrigger.

@Override
public void onTrigger(final ProcessContext context, final ProcessSession session) {
    List<FlowFile> flowFiles = session.get(context.getProperty(BATCH_SIZE).evaluateAttributeExpressions().asInteger());
    if (flowFiles == null || flowFiles.size() == 0) {
        return;
    }
    Map<ItemKeys, FlowFile> keysToFlowFileMap = new HashMap<>();
    final String table = context.getProperty(TABLE).evaluateAttributeExpressions().getValue();
    TableKeysAndAttributes tableKeysAndAttributes = new TableKeysAndAttributes(table);
    final String hashKeyName = context.getProperty(HASH_KEY_NAME).evaluateAttributeExpressions().getValue();
    final String rangeKeyName = context.getProperty(RANGE_KEY_NAME).evaluateAttributeExpressions().getValue();
    final String jsonDocument = context.getProperty(JSON_DOCUMENT).evaluateAttributeExpressions().getValue();
    for (FlowFile flowFile : flowFiles) {
        final Object hashKeyValue = getValue(context, HASH_KEY_VALUE_TYPE, HASH_KEY_VALUE, flowFile);
        final Object rangeKeyValue = getValue(context, RANGE_KEY_VALUE_TYPE, RANGE_KEY_VALUE, flowFile);
        if (!isHashKeyValueConsistent(hashKeyName, hashKeyValue, session, flowFile)) {
            continue;
        }
        if (!isRangeKeyValueConsistent(rangeKeyName, rangeKeyValue, session, flowFile)) {
            continue;
        }
        keysToFlowFileMap.put(new ItemKeys(hashKeyValue, rangeKeyValue), flowFile);
        if (rangeKeyValue == null || StringUtils.isBlank(rangeKeyValue.toString())) {
            tableKeysAndAttributes.addHashOnlyPrimaryKey(hashKeyName, hashKeyValue);
        } else {
            tableKeysAndAttributes.addHashAndRangePrimaryKey(hashKeyName, hashKeyValue, rangeKeyName, rangeKeyValue);
        }
    }
    if (keysToFlowFileMap.isEmpty()) {
        return;
    }
    final DynamoDB dynamoDB = getDynamoDB();
    try {
        BatchGetItemOutcome result = dynamoDB.batchGetItem(tableKeysAndAttributes);
        // Handle processed items and get the json document
        List<Item> items = result.getTableItems().get(table);
        for (Item item : items) {
            ItemKeys itemKeys = new ItemKeys(item.get(hashKeyName), item.get(rangeKeyName));
            FlowFile flowFile = keysToFlowFileMap.get(itemKeys);
            if (item.get(jsonDocument) != null) {
                ByteArrayInputStream bais = new ByteArrayInputStream(item.getJSON(jsonDocument).getBytes());
                flowFile = session.importFrom(bais, flowFile);
            }
            session.transfer(flowFile, REL_SUCCESS);
            keysToFlowFileMap.remove(itemKeys);
        }
        // Handle unprocessed keys
        Map<String, KeysAndAttributes> unprocessedKeys = result.getUnprocessedKeys();
        if (unprocessedKeys != null && unprocessedKeys.size() > 0) {
            KeysAndAttributes keysAndAttributes = unprocessedKeys.get(table);
            List<Map<String, AttributeValue>> keys = keysAndAttributes.getKeys();
            for (Map<String, AttributeValue> unprocessedKey : keys) {
                Object hashKeyValue = getAttributeValue(context, HASH_KEY_VALUE_TYPE, unprocessedKey.get(hashKeyName));
                Object rangeKeyValue = getAttributeValue(context, RANGE_KEY_VALUE_TYPE, unprocessedKey.get(rangeKeyName));
                sendUnprocessedToUnprocessedRelationship(session, keysToFlowFileMap, hashKeyValue, rangeKeyValue);
            }
        }
        // Handle any remaining items
        for (ItemKeys key : keysToFlowFileMap.keySet()) {
            FlowFile flowFile = keysToFlowFileMap.get(key);
            flowFile = session.putAttribute(flowFile, DYNAMODB_KEY_ERROR_NOT_FOUND, DYNAMODB_KEY_ERROR_NOT_FOUND_MESSAGE + key.toString());
            session.transfer(flowFile, REL_NOT_FOUND);
            keysToFlowFileMap.remove(key);
        }
    } catch (AmazonServiceException exception) {
        getLogger().error("Could not process flowFiles due to service exception : " + exception.getMessage());
        List<FlowFile> failedFlowFiles = processServiceException(session, flowFiles, exception);
        session.transfer(failedFlowFiles, REL_FAILURE);
    } catch (AmazonClientException exception) {
        getLogger().error("Could not process flowFiles due to client exception : " + exception.getMessage());
        List<FlowFile> failedFlowFiles = processClientException(session, flowFiles, exception);
        session.transfer(failedFlowFiles, REL_FAILURE);
    } catch (Exception exception) {
        getLogger().error("Could not process flowFiles due to exception : " + exception.getMessage());
        List<FlowFile> failedFlowFiles = processException(session, flowFiles, exception);
        session.transfer(failedFlowFiles, REL_FAILURE);
    }
}
Also used : FlowFile(org.apache.nifi.flowfile.FlowFile) AttributeValue(com.amazonaws.services.dynamodbv2.model.AttributeValue) HashMap(java.util.HashMap) AmazonClientException(com.amazonaws.AmazonClientException) DynamoDB(com.amazonaws.services.dynamodbv2.document.DynamoDB) KeysAndAttributes(com.amazonaws.services.dynamodbv2.model.KeysAndAttributes) TableKeysAndAttributes(com.amazonaws.services.dynamodbv2.document.TableKeysAndAttributes) BatchGetItemOutcome(com.amazonaws.services.dynamodbv2.document.BatchGetItemOutcome) AmazonServiceException(com.amazonaws.AmazonServiceException) AmazonClientException(com.amazonaws.AmazonClientException) Item(com.amazonaws.services.dynamodbv2.document.Item) ByteArrayInputStream(java.io.ByteArrayInputStream) AmazonServiceException(com.amazonaws.AmazonServiceException) List(java.util.List) TableKeysAndAttributes(com.amazonaws.services.dynamodbv2.document.TableKeysAndAttributes) HashMap(java.util.HashMap) Map(java.util.Map)

Example 8 with DynamoDB

use of com.amazonaws.services.dynamodbv2.document.DynamoDB in project nifi by apache.

the class DeleteDynamoDBTest method testStringHashStringRangeDeleteOnlyHashFailure.

@Test
public void testStringHashStringRangeDeleteOnlyHashFailure() {
    // Inject a mock DynamoDB to create the exception condition
    final DynamoDB mockDynamoDb = Mockito.mock(DynamoDB.class);
    // When writing, mock thrown service exception from AWS
    Mockito.when(mockDynamoDb.batchWriteItem(Matchers.<TableWriteItems>anyVararg())).thenThrow(getSampleAwsServiceException());
    deleteDynamoDB = new DeleteDynamoDB() {

        @Override
        protected DynamoDB getDynamoDB() {
            return mockDynamoDb;
        }
    };
    final TestRunner deleteRunner = TestRunners.newTestRunner(deleteDynamoDB);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.ACCESS_KEY, "abcd");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.SECRET_KEY, "cdef");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.REGION, REGION);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.TABLE, stringHashStringRangeTableName);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.HASH_KEY_NAME, "hashS");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.HASH_KEY_VALUE, "h1");
    deleteRunner.enqueue(new byte[] {});
    deleteRunner.run(1);
    deleteRunner.assertAllFlowFilesTransferred(AbstractDynamoDBProcessor.REL_FAILURE, 1);
    List<MockFlowFile> flowFiles = deleteRunner.getFlowFilesForRelationship(AbstractDynamoDBProcessor.REL_FAILURE);
    for (MockFlowFile flowFile : flowFiles) {
        ITAbstractDynamoDBTest.validateServiceExceptionAttribute(flowFile);
    }
}
Also used : MockFlowFile(org.apache.nifi.util.MockFlowFile) TestRunner(org.apache.nifi.util.TestRunner) DynamoDB(com.amazonaws.services.dynamodbv2.document.DynamoDB) Test(org.junit.Test)

Example 9 with DynamoDB

use of com.amazonaws.services.dynamodbv2.document.DynamoDB in project nifi by apache.

the class DeleteDynamoDBTest method testStringHashStringRangeDeleteThrowsClientException.

@Test
public void testStringHashStringRangeDeleteThrowsClientException() {
    final DynamoDB mockDynamoDB = new DynamoDB(Regions.AP_NORTHEAST_1) {

        @Override
        public BatchWriteItemOutcome batchWriteItem(TableWriteItems... tableWriteItems) {
            throw new AmazonClientException("clientException");
        }
    };
    deleteDynamoDB = new DeleteDynamoDB() {

        @Override
        protected DynamoDB getDynamoDB() {
            return mockDynamoDB;
        }
    };
    final TestRunner deleteRunner = TestRunners.newTestRunner(deleteDynamoDB);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.ACCESS_KEY, "abcd");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.SECRET_KEY, "cdef");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.REGION, REGION);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.TABLE, stringHashStringRangeTableName);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.HASH_KEY_NAME, "hashS");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.HASH_KEY_VALUE, "h1");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.RANGE_KEY_NAME, "rangeS");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.RANGE_KEY_VALUE, "r1");
    deleteRunner.enqueue(new byte[] {});
    deleteRunner.run(1);
    deleteRunner.assertAllFlowFilesTransferred(AbstractDynamoDBProcessor.REL_FAILURE, 1);
    List<MockFlowFile> flowFiles = deleteRunner.getFlowFilesForRelationship(AbstractDynamoDBProcessor.REL_FAILURE);
    for (MockFlowFile flowFile : flowFiles) {
        assertEquals("clientException", flowFile.getAttribute(AbstractDynamoDBProcessor.DYNAMODB_ERROR_EXCEPTION_MESSAGE));
    }
}
Also used : MockFlowFile(org.apache.nifi.util.MockFlowFile) TableWriteItems(com.amazonaws.services.dynamodbv2.document.TableWriteItems) TestRunner(org.apache.nifi.util.TestRunner) AmazonClientException(com.amazonaws.AmazonClientException) DynamoDB(com.amazonaws.services.dynamodbv2.document.DynamoDB) Test(org.junit.Test)

Example 10 with DynamoDB

use of com.amazonaws.services.dynamodbv2.document.DynamoDB in project nifi by apache.

the class DeleteDynamoDBTest method testStringHashStringRangeDeleteThrowsRuntimeException.

@Test
public void testStringHashStringRangeDeleteThrowsRuntimeException() {
    final DynamoDB mockDynamoDB = new DynamoDB(Regions.AP_NORTHEAST_1) {

        @Override
        public BatchWriteItemOutcome batchWriteItem(TableWriteItems... tableWriteItems) {
            throw new RuntimeException("runtimeException");
        }
    };
    deleteDynamoDB = new DeleteDynamoDB() {

        @Override
        protected DynamoDB getDynamoDB() {
            return mockDynamoDB;
        }
    };
    final TestRunner deleteRunner = TestRunners.newTestRunner(deleteDynamoDB);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.ACCESS_KEY, "abcd");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.SECRET_KEY, "cdef");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.REGION, REGION);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.TABLE, stringHashStringRangeTableName);
    deleteRunner.setProperty(AbstractDynamoDBProcessor.HASH_KEY_NAME, "hashS");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.HASH_KEY_VALUE, "h1");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.RANGE_KEY_NAME, "rangeS");
    deleteRunner.setProperty(AbstractDynamoDBProcessor.RANGE_KEY_VALUE, "r1");
    deleteRunner.enqueue(new byte[] {});
    deleteRunner.run(1);
    deleteRunner.assertAllFlowFilesTransferred(AbstractDynamoDBProcessor.REL_FAILURE, 1);
    List<MockFlowFile> flowFiles = deleteRunner.getFlowFilesForRelationship(AbstractDynamoDBProcessor.REL_FAILURE);
    for (MockFlowFile flowFile : flowFiles) {
        assertEquals("runtimeException", flowFile.getAttribute(AbstractDynamoDBProcessor.DYNAMODB_ERROR_EXCEPTION_MESSAGE));
    }
}
Also used : MockFlowFile(org.apache.nifi.util.MockFlowFile) TableWriteItems(com.amazonaws.services.dynamodbv2.document.TableWriteItems) TestRunner(org.apache.nifi.util.TestRunner) DynamoDB(com.amazonaws.services.dynamodbv2.document.DynamoDB) Test(org.junit.Test)

Aggregations

DynamoDB (com.amazonaws.services.dynamodbv2.document.DynamoDB)24 Test (org.junit.Test)16 TestRunner (org.apache.nifi.util.TestRunner)15 MockFlowFile (org.apache.nifi.util.MockFlowFile)14 AmazonClientException (com.amazonaws.AmazonClientException)12 AmazonServiceException (com.amazonaws.AmazonServiceException)10 AmazonDynamoDB (com.amazonaws.services.dynamodbv2.AmazonDynamoDB)10 TableWriteItems (com.amazonaws.services.dynamodbv2.document.TableWriteItems)10 AttributeValue (com.amazonaws.services.dynamodbv2.model.AttributeValue)9 ArrayList (java.util.ArrayList)9 HashMap (java.util.HashMap)9 List (java.util.List)9 TableKeysAndAttributes (com.amazonaws.services.dynamodbv2.document.TableKeysAndAttributes)8 Map (java.util.Map)8 IOException (java.io.IOException)6 AmazonDynamoDBClient (com.amazonaws.services.dynamodbv2.AmazonDynamoDBClient)5 DynamoDBMapper (com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBMapper)5 BatchGetItemOutcome (com.amazonaws.services.dynamodbv2.document.BatchGetItemOutcome)5 CreateTableRequest (com.amazonaws.services.dynamodbv2.model.CreateTableRequest)5 DescribeTableRequest (com.amazonaws.services.dynamodbv2.model.DescribeTableRequest)5