Add draft new_api.md

Author: Yi Wang

doc/api/new_api.md

@@ -0,0 +1,38 @@
+import yi_json
+
+g = 100
+def read():
+    queue q;
+    # warmup q
+    for i = 0 : 1000
+        q.push(read())
+    yield q.shuffle_get()
+
+input = paddle.layer.data(...)
+intermediate = paddle.layers.fc(input)
+output = paddle.layer.softmax(intermediate)
+
+model = paddle.model.create(output)
+
+train(model, data_provider=read, cluster="clusterId")
+
+#--------------------------------------------------------------------------------
+
+# 1. package, docker build, docker push
+# 2. kubectl, clusterId Kuberentes job, 10 trainer containers, 5 parameter server containers
+
+#--------------------------------------------------------------------------------
+
+def train():
+    if os.environ["kube_api_server"] == nil:
+        docker_build()
+        docker_push()
+        kube_ctrl_start_job()
+    else:
+        rank = kube_mpi_rank()
+        if rank == 0:
+            master()
+        elif rank >= 15:
+            parameter_server()
+        else:
+            _train()