--- a
+++ b/development/summarizer-test-pipeline/main.py
@@ -0,0 +1,88 @@
+import sys
+import argparse
+from summarizer_test import summarizertest
+
+
+def main(args):
+    parser = argparse.ArgumentParser(description='To get arguments')
+
+    parser.add_argument('--generator_max_length',
+                        nargs='*',
+                        type=int,
+                        default=[80, 110],
+                        help='Maximum length of generator text',
+                        required=False)
+
+    parser.add_argument('--generator_min_length',
+                        nargs='*',
+                        type=int,
+                        default=[10, 20],
+                        help='Minimum length of generator text',
+                        required=False)
+
+    parser.add_argument('--generator_top_k',
+                        nargs='*',
+                        type=int,
+                        default=[50, 100],
+                        help='top_k of generator model',
+                        required=False)
+
+    parser.add_argument('--generator_length_penalty',
+                        nargs='*',
+                        type=int,
+                        default=[0.8, 1],
+                        help='length_penalty of generator model',
+                        required=False)
+
+    parser.add_argument('--generator_no_repeat_ngram_size',
+                        nargs='*',
+                        type=int,
+                        default=[2, 3],
+                        help='no_repeat_ngram_size of generator model',
+                        required=False)
+
+    parser.add_argument('--generator_sequences',
+                        nargs='*',
+                        type=int,
+                        default=[2],
+                        help='count of sequences that model returned',
+                        required=False)
+
+    parser.add_argument('--summarizer_models',
+                        nargs='*',
+                        type=str,
+                        default=["sshleifer/distilbart-cnn-12-6"],
+                        help='Models that want test in data',
+                        required=False)
+
+    parser.add_argument('--report_out_dir',
+                        type=str,
+                        default='summarizer-report.json',
+                        help='The report of run all models with diffrent parameters',
+                        required=False)
+
+    parser.add_argument('--data_dir',
+                        type=str,
+                        default='summarizer-context.json',
+                        help='dataset that include long text for summarization',
+                        required=False)
+
+    args = parser.parse_args()
+
+    report_generator = summarizertest.ReportGenerator(
+        models_names=args.summarizer_models,
+        val_contexts_path=args.data_dir,
+        report_path=args.report_out_dir,
+        max_lengths=args.generator_max_length,
+        min_lengths=args.generator_min_length,
+        top_k=args.generator_top_k,
+        penalty_l=args.generator_length_penalty,
+        no_repeat_ngram_size=args.generator_no_repeat_ngram_size,
+        num_return_sequences=args.generator_sequences,
+        )
+
+    report_generator.get_report()
+
+
+if __name__ == "__main__":
+    main(sys.argv[1:])