void validateDataFrameWithBeans(Bean bean, DataFrame df) {
StructType schema = df.schema();
Assert.assertEquals(
new StructField("a", DoubleType$.MODULE$, false, Metadata.empty()), schema.apply("a"));
Assert.assertEquals(
new StructField("b", new ArrayType(IntegerType$.MODULE$, true), true, Metadata.empty()),
schema.apply("b"));
ArrayType valueType = new ArrayType(DataTypes.IntegerType, false);
MapType mapType = new MapType(DataTypes.StringType, valueType, true);
Assert.assertEquals(new StructField("c", mapType, true, Metadata.empty()), schema.apply("c"));
Assert.assertEquals(
new StructField("d", new ArrayType(DataTypes.StringType, true), true, Metadata.empty()),
schema.apply("d"));
Row first = df.select("a", "b", "c", "d").first();
Assert.assertEquals(bean.getA(), first.getDouble(0), 0.0);
// Now Java lists and maps are converted to Scala Seq's and Map's. Once we get a Seq below,
// verify that it has the expected length, and contains expected elements.
Seq<Integer> result = first.getAs(1);
Assert.assertEquals(bean.getB().length, result.length());
for (int i = 0; i < result.length(); i++) {
Assert.assertEquals(bean.getB()[i], result.apply(i));
}
@SuppressWarnings("unchecked")
Seq<Integer> outputBuffer = (Seq<Integer>) first.getJavaMap(2).get("hello");
Assert.assertArrayEquals(
bean.getC().get("hello"),
Ints.toArray(JavaConverters.seqAsJavaListConverter(outputBuffer).asJava()));
Seq<String> d = first.getAs(3);
Assert.assertEquals(bean.getD().size(), d.length());
for (int i = 0; i < d.length(); i++) {
Assert.assertEquals(bean.getD().get(i), d.apply(i));
}
}
@Test
public void testGetDouble() throws Exception {
try (Cursor cursor =
new SimpleCursor(
QueryResult.newBuilder()
.addFields(Field.newBuilder().setName("col1").setType(Query.Type.FLOAT64).build())
.addFields(Field.newBuilder().setName("null").setType(Query.Type.FLOAT64).build())
.addRows(
Query.Row.newBuilder()
.addLengths("2.5".length())
.addLengths(-1) // SQL NULL
.setValues(ByteString.copyFromUtf8("2.5")))
.build())) {
Row row = cursor.next();
Assert.assertNotNull(row);
Assert.assertEquals(2.5, row.getDouble("col1"), 0.01);
Assert.assertFalse(row.wasNull());
Assert.assertEquals(0.0, row.getDouble("null"), 0.0);
Assert.assertTrue(row.wasNull());
Assert.assertEquals(null, row.getObject("null", Double.class));
Assert.assertTrue(row.wasNull());
}
}