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));
   }
 }
Example #2
0
 @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());
   }
 }