diff --git a/sql/core/pom.xml b/sql/core/pom.xml
index e3a6b1fe72435..6a7151ad10390 100644
--- a/sql/core/pom.xml
+++ b/sql/core/pom.xml
@@ -64,7 +64,7 @@
     <dependency>
       <groupId>com.fasterxml.jackson.core</groupId>
       <artifactId>jackson-databind</artifactId>
-      <version>2.3.0</version>
+      <version>2.4.4</version>
     </dependency>
     <dependency>
       <groupId>org.jodd</groupId>
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/parquet/newParquet.scala b/sql/core/src/main/scala/org/apache/spark/sql/parquet/newParquet.scala
index 85e60733bc57a..9e343199a4e4b 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/parquet/newParquet.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/parquet/newParquet.scala
@@ -265,17 +265,20 @@ private[sql] case class ParquetRelation2(
     def refresh(): Unit = {
       // Support either reading a collection of raw Parquet part-files, or a collection of folders
       // containing Parquet files (e.g. partitioned Parquet table).
-      val baseStatuses = paths.distinct.map { p =>
+      val baseStatuses = paths.distinct.flatMap { p =>
         val fs = FileSystem.get(URI.create(p), sparkContext.hadoopConfiguration)
         val path = new Path(p)
         val qualified = path.makeQualified(fs.getUri, fs.getWorkingDirectory)
-
-        if (!fs.exists(qualified) && maybeSchema.isDefined) {
-          fs.mkdirs(qualified)
-          prepareMetadata(qualified, maybeSchema.get, sparkContext.hadoopConfiguration)
+        val matchStatuses = fs.globStatus(qualified)
+        if(matchStatuses != null && matchStatuses.size > 0) {
+          matchStatuses
+        } else {
+          if (!fs.exists(qualified) && maybeSchema.isDefined) {
+            fs.mkdirs(qualified)
+            prepareMetadata(qualified, maybeSchema.get, sparkContext.hadoopConfiguration)
+          }
+          List(fs.getFileStatus(qualified))
         }
-
-        fs.getFileStatus(qualified)
       }.toArray
       assert(baseStatuses.forall(!_.isDir) || baseStatuses.forall(_.isDir))
 
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/parquet/ParquetIOSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/parquet/ParquetIOSuite.scala
index b504842053690..53eea970ee1f9 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/parquet/ParquetIOSuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/parquet/ParquetIOSuite.scala
@@ -288,6 +288,48 @@ class ParquetIOSuiteBase extends QueryTest with ParquetTest {
     }
   }
 
+  test("wildcard read raw Parquet file") {
+    def makeRawParquetFile(path: Path): Unit = {
+      val schema = MessageTypeParser.parseMessageType(
+        """
+          |message root {
+          |  required boolean _1;
+          |  required int32   _2;
+          |  required int64   _3;
+          |  required float   _4;
+          |  required double  _5;
+          |}
+        """.stripMargin)
+
+      val writeSupport = new TestGroupWriteSupport(schema)
+      val writer = new ParquetWriter[Group](path, writeSupport)
+
+      (0 until 10).foreach { i =>
+        val record = new SimpleGroup(schema)
+        record.add(0, i % 2 == 0)
+        record.add(1, i)
+        record.add(2, i.toLong)
+        record.add(3, i.toFloat)
+        record.add(4, i.toDouble)
+        writer.write(record)
+      }
+
+      writer.close()
+    }
+
+    withTempDir { dir =>
+      val path = new Path(dir.toURI.toString, "part-r-0.parquet")
+      makeRawParquetFile(path)
+      val globPath = dir.toURI.toString
+      val globPatterns = Array(globPath + "/*", globPath + "/*.parquet", globPath + "/?art-?-0.*")
+      globPatterns.foreach { path =>
+        checkAnswer(parquetFile(path.toString), (0 until 10).map { i =>
+          Row(i % 2 == 0, i, i.toLong, i.toFloat, i.toDouble)
+        })
+      }
+    }
+  }
+
   test("write metadata") {
     withTempPath { file =>
       val path = new Path(file.toURI.toString)