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feat: Add JsonUpdate and JsonQuery scalar udfs #215

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Nov 15, 2022
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Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,8 @@
import io.odpf.dagger.functions.udfs.scalar.StartOfWeek;
import io.odpf.dagger.functions.udfs.scalar.TimeInDate;
import io.odpf.dagger.functions.udfs.scalar.TimestampFromUnix;
import io.odpf.dagger.functions.udfs.scalar.JsonQuery;
import io.odpf.dagger.functions.udfs.scalar.JsonUpdate;
import io.odpf.dagger.functions.udfs.table.HistogramBucket;
import io.odpf.dagger.functions.udfs.table.OutlierMad;

Expand Down Expand Up @@ -105,6 +107,8 @@ public HashSet<ScalarUdf> getScalarUdfs() {
scalarUdfs.add(new ArrayAggregate());
scalarUdfs.add(new ArrayOperate());
scalarUdfs.add(new ByteToString());
scalarUdfs.add(new JsonQuery());
scalarUdfs.add(new JsonUpdate());
return scalarUdfs;
}

Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,35 @@
package io.odpf.dagger.functions.udfs.scalar;

import com.jayway.jsonpath.Configuration;
import com.jayway.jsonpath.JsonPath;
import com.jayway.jsonpath.Option;
import io.odpf.dagger.common.udfs.ScalarUdf;
import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.annotation.JsonInclude;
import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.core.JsonProcessingException;
import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.flink.table.annotation.DataTypeHint;

import java.io.Serializable;
import java.util.Objects;

/**
* The Json query udf.
*/
public class JsonQuery extends ScalarUdf implements Serializable {

/**
* Extracts JSON values from a JSON string.
* The result is always returned as a JSON STRING.
*
* @param jsonEvent the json String
* @param jPath the jPath
* @return jsonString
*/
public @DataTypeHint("STRING") String eval(@DataTypeHint("STRING") String jsonEvent, @DataTypeHint("STRING") String jPath) throws JsonProcessingException {
Configuration configuration = Configuration.defaultConfiguration().setOptions(Option.DEFAULT_PATH_LEAF_TO_NULL);
Object jChildObject = JsonPath.using(configuration).parse(jsonEvent).read(JsonPath.compile(jPath));
ObjectMapper mapper = new ObjectMapper();
mapper.setSerializationInclusion(JsonInclude.Include.USE_DEFAULTS);
return Objects.isNull(jChildObject) ? null : mapper.writeValueAsString(jChildObject);
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@
package io.odpf.dagger.functions.udfs.scalar;

import com.jayway.jsonpath.Configuration;
import com.jayway.jsonpath.JsonPath;
import com.jayway.jsonpath.Option;
import com.jayway.jsonpath.PathNotFoundException;
import io.odpf.dagger.common.udfs.ScalarUdf;
import org.apache.flink.table.annotation.DataTypeHint;
import org.apache.flink.table.annotation.InputGroup;

import java.io.Serializable;

/**
* The Json update udf.
*/
public class JsonUpdate extends ScalarUdf implements Serializable {

/**
* Updates JSON from a JSON path.
* The result is always returned as a JSON STRING.
*
* @param jsonEvent the json String
* @param jPath the jPath
* @param newValue the new object value
* @return jsonString
*/
public @DataTypeHint("STRING") String eval(String jsonEvent, String jPath, @DataTypeHint(inputGroup = InputGroup.ANY) Object newValue) throws PathNotFoundException {
Configuration configuration = Configuration.defaultConfiguration().setOptions(Option.DEFAULT_PATH_LEAF_TO_NULL);
return JsonPath.using(configuration).parse(jsonEvent).set(JsonPath.compile(jPath), newValue).jsonString();
}
}
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
package io.odpf.dagger.functions.udfs.factories;

import io.odpf.dagger.functions.udfs.scalar.*;
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;

import io.odpf.dagger.common.configuration.Configuration;
Expand All @@ -11,32 +12,6 @@
import io.odpf.dagger.functions.udfs.aggregate.Features;
import io.odpf.dagger.functions.udfs.aggregate.FeaturesWithType;
import io.odpf.dagger.functions.udfs.aggregate.PercentileAggregator;
import io.odpf.dagger.functions.udfs.scalar.ArrayAggregate;
import io.odpf.dagger.functions.udfs.scalar.ArrayOperate;
import io.odpf.dagger.functions.udfs.scalar.ByteToString;
import io.odpf.dagger.functions.udfs.scalar.CondEq;
import io.odpf.dagger.functions.udfs.scalar.DartContains;
import io.odpf.dagger.functions.udfs.scalar.DartGet;
import io.odpf.dagger.functions.udfs.scalar.Distance;
import io.odpf.dagger.functions.udfs.scalar.ElementAt;
import io.odpf.dagger.functions.udfs.scalar.EndOfMonth;
import io.odpf.dagger.functions.udfs.scalar.EndOfWeek;
import io.odpf.dagger.functions.udfs.scalar.ExponentialMovingAverage;
import io.odpf.dagger.functions.udfs.scalar.Filters;
import io.odpf.dagger.functions.udfs.scalar.FormatTimeInZone;
import io.odpf.dagger.functions.udfs.scalar.GeoHash;
import io.odpf.dagger.functions.udfs.scalar.LinearTrend;
import io.odpf.dagger.functions.udfs.scalar.ListContains;
import io.odpf.dagger.functions.udfs.scalar.MapGet;
import io.odpf.dagger.functions.udfs.scalar.S2AreaInKm2;
import io.odpf.dagger.functions.udfs.scalar.S2Id;
import io.odpf.dagger.functions.udfs.scalar.SelectFields;
import io.odpf.dagger.functions.udfs.scalar.SingleFeatureWithType;
import io.odpf.dagger.functions.udfs.scalar.Split;
import io.odpf.dagger.functions.udfs.scalar.StartOfMonth;
import io.odpf.dagger.functions.udfs.scalar.StartOfWeek;
import io.odpf.dagger.functions.udfs.scalar.TimeInDate;
import io.odpf.dagger.functions.udfs.scalar.TimestampFromUnix;
import io.odpf.dagger.functions.udfs.table.HistogramBucket;
import io.odpf.dagger.functions.udfs.table.OutlierMad;
import org.junit.Assert;
Expand Down Expand Up @@ -117,6 +92,8 @@ public void shouldRegisterScalarUdfs() {
verify(streamTableEnvironment, times(1)).createTemporaryFunction(eq("ArrayAggregate"), any(ArrayAggregate.class));
verify(streamTableEnvironment, times(1)).createTemporaryFunction(eq("ArrayOperate"), any(ArrayOperate.class));
verify(streamTableEnvironment, times(1)).createTemporaryFunction(eq("ByteToString"), any(ByteToString.class));
verify(streamTableEnvironment, times(1)).createTemporaryFunction(eq("JsonUpdate"), any(JsonUpdate.class));
verify(streamTableEnvironment, times(1)).createTemporaryFunction(eq("JsonQuery"), any(JsonQuery.class));
}

@Test
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,117 @@
package io.odpf.dagger.functions.udfs.scalar;

import org.apache.flink.metrics.Gauge;
import org.apache.flink.metrics.MetricGroup;
import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.core.JsonProcessingException;
import org.apache.flink.table.functions.FunctionContext;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.ExpectedException;
import org.mockito.Mock;

import static org.mockito.ArgumentMatchers.any;
import static org.mockito.Mockito.*;
import static org.mockito.MockitoAnnotations.initMocks;

public class JsonQueryTest {

@Rule
public ExpectedException thrown = ExpectedException.none();
@Mock
private MetricGroup metricGroup;

@Mock
private FunctionContext functionContext;

@Before
public void setup() {
initMocks(this);
when(functionContext.getMetricGroup()).thenReturn(metricGroup);
when(metricGroup.addGroup("udf", "JsonQuery")).thenReturn(metricGroup);
}

@Test
public void shouldRegisterGauge() throws Exception {
JsonQuery jsonQuery = new JsonQuery();
jsonQuery.open(functionContext);
verify(metricGroup, times(1)).gauge(any(String.class), any(Gauge.class));
}

@Test
public void shouldReturnJsonString() throws JsonProcessingException {
JsonQuery jsonQuery = new JsonQuery();
String jsonEvent = "{\"k1\":null,\"k2\":\"v2\"}";
String expectedJsonEvent = "\"v2\"";
String jPath = "$.k2";
Assert.assertEquals(expectedJsonEvent, jsonQuery.eval(jsonEvent, jPath));
}

@Test
public void shouldReturnJsonStringForNestedJson() throws JsonProcessingException {
JsonQuery jsonQuery = new JsonQuery();
String expectedJsonEvent = "{\"key1\":\"value1\",\"key2\":\"value2\"}";
String jsonEvent = "{\"k1\":null,\"k2\":{\"key1\":\"value1\",\"key2\":\"value2\"}}";
String jPath = "$.k2";
Assert.assertEquals(expectedJsonEvent, jsonQuery.eval(jsonEvent, jPath));
}

@Test
public void shouldReturnJsonStringForNullValue() throws JsonProcessingException {
JsonQuery jsonQuery = new JsonQuery();
String jsonEvent = "{\"k1\":null,\"k2\":\"v2\"}";
String jPath = "$.k1";
String result = jsonQuery.eval(jsonEvent, jPath);
Assert.assertNull(result);
}

@Test
public void shouldThrowErrorWhenNullJsonEvent() throws JsonProcessingException {
thrown.expect(IllegalArgumentException.class);
thrown.expectMessage("json string can not be null or empty");
JsonQuery jsonQuery = new JsonQuery();
String jsonEvent = null;
String jPath = "$.k2";
jsonQuery.eval(jsonEvent, jPath);
}

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@Test
public void shouldThrowErrorWhenNullJPath() throws JsonProcessingException {
thrown.expect(IllegalArgumentException.class);
thrown.expectMessage("json can not be null or empty");
JsonQuery jsonQuery = new JsonQuery();
String jsonEvent = "{\"k1\":null,\"k2\":\"v2\"}";
String jPath = null;
jsonQuery.eval(jsonEvent, jPath);
}

@Test
public void shouldThrowErrorWhenEmptyJPath() throws JsonProcessingException {
thrown.expect(IllegalArgumentException.class);
thrown.expectMessage("json can not be null or empty");
JsonQuery jsonQuery = new JsonQuery();
String jsonEvent = "{\"k1\":null,\"k2\":\"v2\"}";
String jPath = "";
jsonQuery.eval(jsonEvent, jPath);
}

@Test
public void shouldThrowErrorWhenImproperJPath() throws JsonProcessingException {
thrown.expect(com.jayway.jsonpath.InvalidPathException.class);
thrown.expectMessage("Illegal character at position 1 expected '.' or '[");
JsonQuery jsonQuery = new JsonQuery();
String jsonEvent = "{\"k1\":null,\"k2\":\"v2\"}";
String jPath = "$ .k1";
jsonQuery.eval(jsonEvent, jPath);
}

@Test
public void shouldThrowErrorWhenInvalidJPath() throws JsonProcessingException {
thrown.expect(com.jayway.jsonpath.PathNotFoundException.class);
JsonQuery jsonQuery = new JsonQuery();
String jsonEvent = "{\"k1\":null,\"k2\":\"v2\"}";
String jPath = "$.k2.k4";
jsonQuery.eval(jsonEvent, jPath);
}
}
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