download data

python/paddle/fluid/async_executor.py

@@ -25,6 +25,7 @@ from google.protobuf import text_format
 from . import io
 from .data_feed_desc import DataFeedDesc
 from .distributed import ps_instance
+from .contrib.utils import hdfs_utils as hdfs
 
 __all__ = ['AsyncExecutor']
 
@@ -152,6 +153,22 @@ class AsyncExecutor(object):
                                      data_feed.desc(), filelist, thread_num,
                                      fetch_var_names, debug)
 
+    def download_data(self, afs_path, local_path, fs_default_name, ugi, process_num=12):
+        hadoop_home = "$HADOOP_HOME"
+
+        configs = {
+            "fs.default.name": fs_default_name,
+            "hadoop.job.ugi": ugi
+        }
+
+        client = hdfs.HDFSClient(hadoop_home, configs)
+        downloads = hdfs.multi_download(
+            client,
+            afs_path, 
+            local_path, 
+            self.instance.get_worker_index(),
+            self.instance.get_node_cnt() / 2,
+            multi_processes=process_num)
 
     def config_distributed_nodes(self, dist_opt):
 
@@ -179,10 +196,11 @@ class AsyncExecutor(object):
         self.executor.gather_servers(ips, self.instance.get_node_cnt())
         self.instance.barrier_all() #wait all worker start
         self.instance.barrier_all() #wait init model
+        self.instance.barrier_all() #wait for download_data
         self.instance.barrier_all() #wait worker do all things 
         self.instance.barrier_all() #sync
 
-    def init_worker(self, dist_desc):
+    def init_worker(self, dist_desc, afs_path, local_path, fs_default_name, ugi):
         self.instance.barrier_all() #wait all server start
         ips = self.instance.gather_ips()
         self.executor.init_worker(dist_desc, ips, self.instance.get_node_cnt(), self.instance._rankid)
@@ -190,6 +208,8 @@ class AsyncExecutor(object):
         if self.instance.is_first_worker():
             self.executor.init_model()
         self.instance.barrier_all() #wait init model
+        self.download_data(afs_path, local_path, fs_default_name, ugi, process_num=12)
+        self.instance.barrier_all() #wait for download_data
        
     def init_model(self):
         self.executor.init_model()

python/paddle/fluid/contrib/utils/__init__.py

@@ -13,8 +13,8 @@
 # limitations under the License.
 
 from __future__ import print_function
-from . import lookup_table_utils
+#from . import lookup_table_utils
-from .lookup_table_utils import *
+#from .lookup_table_utils import *
 from . import hdfs_utils
 from .hdfs_utils import *