[CoreEngine] refactor section names in the job yaml file and update related codes.

python/fedml/__init__.py

@@ -25,7 +25,7 @@
 _global_training_type = None
 _global_comm_backend = None
 
-__version__ = "0.8.8a14"
+__version__ = "0.8.8a15"
 
 
 def init(args=None):

python/fedml/cli/README.md

@@ -165,19 +165,19 @@ fedml_arguments:
 
 # Local directory where your source code resides.
 # If your job doesn't contain any source code, it can be empty.
-Workspace: hello_world
+workspace: hello_world
 
 # Running entry commands which will be executed as the job entry point.
 # Support multiple lines, which can not be empty.
-Job: | 
+job: | 
     echo "Hello, Here is the Falcon platform."
     echo "Current directory is as follows."
     pwd
     python hello_world.py
 
 # Bootstrap shell commands which will be executed before running entry commands.
 # Support multiple lines, which can be empty.
-Bootstrap: |
+bootstrap: |
   pip install -r requirements.txt
   echo "Bootstrap finished."
 
@@ -188,11 +188,11 @@ computing:
 
 You just need to customize the following config items.
 
-1. `Workspace`, It is the local directory where your source code resides.
+1. `workspace`, It is the local directory where your source code resides.
 
-2. `Job`,  It is the running entry command which will be executed as the job entry point.
+2. `job`,  It is the running entry command which will be executed as the job entry point.
 
-3. `Bootstrap`, It is the bootstrap shell command which will be executed before running entry commands.
+3. `bootstrap`, It is the bootstrap shell command which will be executed before running entry commands.
 
 Then you can use the following example CLI to launch the job at the MLOps platform.
 (Replace $YourApiKey with your own account API key from open.fedml.ai)

python/fedml/cli/edge_deployment/client_runner.py

@@ -490,7 +490,7 @@ def execute_job_task(self, entry_file_full_path, conf_file_full_path, dynamic_ar
         if expert_mode is None:
             executable_interpreter = ClientConstants.CLIENT_SHELL_PS \
                 if platform.system() == ClientConstants.PLATFORM_WINDOWS else ClientConstants.CLIENT_SHELL_BASH
-            executable_commands = job_yaml.get("Job", "")
+            executable_commands = job_yaml.get("job", "")
         else:
             using_easy_mode = False
             executable_interpreter = expert_mode.get("executable_interpreter", "")

python/fedml/cli/scheduler/README.md

@@ -21,19 +21,19 @@ fedml_arguments:
 
 # Local directory where your source code resides.
 # If your job doesn't contain any source code, it can be empty.
-Workspace: hello_world
+workspace: hello_world
 
 # Running entry commands which will be executed as the job entry point.
 # Support multiple lines, which can not be empty.
-Job: | 
+job: | 
     echo "Hello, Here is the Falcon platform."
     echo "Current directory is as follows."
     pwd
     python hello_world.py
 
 # Bootstrap shell commands which will be executed before running entry commands.
 # Support multiple lines, which can be empty.
-Bootstrap: |
+bootstrap: |
   pip install -r requirements.txt
   echo "Bootstrap finished."
 
@@ -44,11 +44,11 @@ computing:
 
 You just need to customize the following config items. 
 
-1. `Workspace`, It is the local directory where your source code resides.
+1. `workspace`, It is the local directory where your source code resides.
 
-2. `Job`,  It is the running entry command which will be executed as the job entry point.
+2. `job`,  It is the running entry command which will be executed as the job entry point.
 
-3. `Bootstrap`, It is the bootstrap shell command which will be executed before running entry commands.
+3. `bootstrap`, It is the bootstrap shell command which will be executed before running entry commands.
 
 Then you can use the following example CLI to launch the job at the MLOps platform.
 (Replace $YourApiKey with your own account API key from open.fedml.ai)

python/fedml/cli/scheduler/call_gpu.yaml

@@ -6,22 +6,22 @@ fedml_arguments:
 
 # Local directory where your source code resides.
 # If your job doesn't contain any source code, it can be empty.
-Workspace: hello_world
+workspace: hello_world
 
 # Running entry commands which will be executed as the job entry point.
 # Support multiple lines, which can not be empty.
-Job: | 
+job: | 
     echo "Hello, Here is the Falcon platform."
     echo "Current directory is as follows."
     pwd
     python hello_world.py
 
 # Bootstrap shell commands which will be executed before running entry commands.
 # Support multiple lines, which can be empty.
-Bootstrap: |
+bootstrap: |
   pip install -r requirements.txt
   echo "Bootstrap finished."
 
 computing:
-  minimum_num_gpus: 1             # minimum # of GPUs to provision
+  minimum_num_gpus: 1            # minimum # of GPUs to provision
   maximum_cost_per_hour: $1.75    # max cost per hour for your job per machine

python/fedml/cli/scheduler/launch_manager.py

@@ -390,9 +390,9 @@ def __init__(self, job_yaml_file):
         self.base_dir = os.path.dirname(job_yaml_file)
         self.using_easy_mode = True
         self.executable_interpreter = "bash"
-        self.executable_file_folder = self.job_config_dict.get("Workspace", None)
-        self.executable_commands = self.job_config_dict.get("Job", "")
-        self.bootstrap = self.job_config_dict.get("Bootstrap", None)
+        self.executable_file_folder = self.job_config_dict.get("workspace", None)
+        self.executable_commands = self.job_config_dict.get("job", "")
+        self.bootstrap = self.job_config_dict.get("bootstrap", None)
         self.executable_file = None
         self.executable_conf_option = ""
         self.executable_conf_file_folder = None

python/setup.py

@@ -91,7 +91,7 @@ def finalize_options(self):
 
 setup(
     name="fedml",
-    version="0.8.8a14",
+    version="0.8.8a15",
     author="FedML Team",
     author_email="[email protected]",
     description="A research and production integrated edge-cloud library for "