diff --git a/go/master/c/client.go b/go/master/c/client.go
index 635688f196b5014da95ca6107312bf1c15fe6a60..31f431197454c2ec6a25624d37b60876d99f0087 100644
--- a/go/master/c/client.go
+++ b/go/master/c/client.go
@@ -106,7 +106,7 @@ func paddle_set_dataset(client C.paddle_master_client, path **C.char, size C.int
 
 // return value:
 //     0:ok
-//    -2:error
+//    -1:error
 //export paddle_next_record
 func paddle_next_record(client C.paddle_master_client, record **C.uchar) C.int {
 	c := get(client)
@@ -115,7 +115,7 @@ func paddle_next_record(client C.paddle_master_client, record **C.uchar) C.int {
 		// Error
 		// TODO: return the type of error?
 		*record = (*C.uchar)(nullPtr)
-		return -2
+		return -1
 	}
 
 	if len(r) == 0 {
diff --git a/python/paddle/v2/master/client.py b/python/paddle/v2/master/client.py
index 6ddb09e4e8947019422056153809a79cdd12455c..70f9e43c9683033233d48a750668771a4c7ba045 100644
--- a/python/paddle/v2/master/client.py
+++ b/python/paddle/v2/master/client.py
@@ -28,12 +28,12 @@ class client(object):
 
     # return format: (record, errno)
     # errno =  0: ok
-    #       < -1: error
+    #       <  0: error
     def next_record(self):
         p = ctypes.c_char_p()
         ret = ctypes.pointer(p)
         size = lib.paddle_next_record(self.c, ret)
-        if size < -1:
+        if size < 0:
             # Error
             return None, size
 
diff --git a/python/paddle/v2/reader/creator.py b/python/paddle/v2/reader/creator.py
index 2e8626e565c1f525155f1949130c0eeedbaef4bf..20624d5286bc8ee7713abe61d7451a21da539d05 100644
--- a/python/paddle/v2/reader/creator.py
+++ b/python/paddle/v2/reader/creator.py
@@ -57,29 +57,31 @@ def text_file(path):
     return reader
 
 
-def recordio_local(paths):
+def recordio_local(paths, buf_size=100):
     """
-    Creates a data reader that outputs record one one by one 
-        from given local recordio fils path.
+    Creates a data reader from given RecordIO file paths separated by ",", 
+        glob pattern is supported.
     :path: path of recordio files.
     :returns: data reader of recordio files.
     """
 
     import recordio as rec
+    import paddle.v2.reader.decorator as dec
 
     def reader():
-        for i, path in enumerate(paths):
-            f = rec.reader(path)
-            while True:
-                r = f.read()
-                if r is None:
-                    break
-                yield r
-            f.close()
+        a = ','.join(paths)
+        f = rec.reader(a)
+        while True:
+            r = f.read()
+            if r is None:
+                break
+            yield r
+        f.close()
+
+    return dec.buffered(reader, buf_size)
 
-    return reader
 
-def recordio(paths, addr="", buf_size=100):
+def recordio(paths, buf_size=100):
     """
     Creates a data reader that outputs record one one by one 
         from given local or cloud recordio path.
@@ -92,6 +94,12 @@ def recordio(paths, addr="", buf_size=100):
     if "KUBERNETES_SERVICE_HOST" not in os.environ.keys():
         return recordio_local(paths)
 
+    host_name = "MASTER_SERVICE_HOST"
+    if host_name not in os.environ.keys():
+        raise Exception('not find ' + host_name + ' in environ.')
+
+    addr = os.environ(host)
+
     def reader():
         c = cloud(addr, buf_size)
         c.set_dataset(paths)