To use HDFS with TensorFlow, we need to change the file path for reading and writing data to an HDFS path. For example:
filename_queue = tf.train.string_input_producer([
"hdfs://namenode:8020/path/to/file1.csv",
"hdfs://namenode:8020/path/to/file2.csv",
])