Split reporting example

examples/frameworks/tensorflow/absl_flags.py

@@ -0,0 +1,31 @@
+# ClearML - example code, absl parameter logging
+#
+import sys
+
+from absl import app
+from absl import flags
+from absl import logging
+
+from clearml import Task
+
+FLAGS = flags.FLAGS
+
+flags.DEFINE_string("echo", None, "Text to echo.")
+flags.DEFINE_string("another_str", "My string", "A string", module_name="test")
+
+# Connecting ClearML with the current process,
+# from here on everything is logged automatically
+task = Task.init(project_name="examples", task_name="Abseil example")
+
+flags.DEFINE_integer("echo3", 3, "Text to echo.")
+flags.DEFINE_string("echo5", "5", "Text to echo.", module_name="test")
+
+
+def main(_):
+    print("Running under Python {0[0]}.{0[1]}.{0[2]}".format(sys.version_info), file=sys.stderr)
+    logging.info("echo is %s.", FLAGS.echo)
+    logging.info("echo3 is %s.", FLAGS.echo3)
+
+
+if __name__ == "__main__":
+    app.run(main)

examples/frameworks/tensorflow/requirements.txt

@@ -1,3 +1,4 @@
+absl-py>=0.7.1
 tensorboard>=2.0
 tensorflow>=2.0
 clearml

examples/reporting/hyper_parameters.py

@@ -1,4 +1,4 @@
-# ClearML - example code, ArgumentParser parameter logging, absl parameter logging, and dictionary parameter logging
+# ClearML - example code, ArgumentParser parameter logging and dictionary parameter logging
 #
 from __future__ import absolute_import
 from __future__ import division
@@ -7,25 +7,13 @@ from __future__ import print_function
 import sys
 from argparse import ArgumentParser
 
-from absl import app
-from absl import flags
-from absl import logging
 
 from clearml import Task
 
-
-FLAGS = flags.FLAGS
-
-flags.DEFINE_string('echo', None, 'Text to echo.')
-flags.DEFINE_string('another_str', 'My string', 'A string', module_name='test')
-
 # Connecting ClearML with the current process,
 # from here on everything is logged automatically
 task = Task.init(project_name='examples', task_name='hyper-parameters example')
 
-flags.DEFINE_integer('echo3', 3, 'Text to echo.')
-flags.DEFINE_string('echo5', '5', 'Text to echo.', module_name='test')
-
 parameters = {
     'list': [1, 2, 3],
     'dict': {'a': 1, 'b': 2},
@@ -57,11 +45,6 @@ complex_nested_dict_configuration = task.connect_configuration(
 print(complex_nested_dict_configuration)
 
 
-def main(_):
-    print('Running under Python {0[0]}.{0[1]}.{0[2]}'.format(sys.version_info), file=sys.stderr)
-    logging.info('echo is %s.', FLAGS.echo)
-
-
 if __name__ == '__main__':
     parser = ArgumentParser()
     parser.add_argument('--argparser_int_value', help='integer value', type=int, default=1)
@@ -70,4 +53,6 @@ if __name__ == '__main__':
 
     args = parser.parse_args()
 
-    app.run(main)
+    print('Running under Python {0[0]}.{0[1]}.{0[2]}'.format(sys.version_info), file=sys.stderr)
+    task_params = task.get_parameters()
+    print("Task parameters are: {}".format(task_params))

examples/reporting/requirements.txt

@@ -1,4 +1,3 @@
-absl-py>=0.7.1
 bokeh>=1.4.0
 matplotlib >= 3.1.1 ; python_version >= '3.6'
 matplotlib >= 2.2.4 ; python_version < '3.6'