from typing import Dict, Any import jinja2 from flows.data_transformations.abstract import DataTransformation from flows.utils.general_helpers import unflatten_dict class TestingResultsSummaryGeneration(DataTransformation): def __init__(self, output_key, **kwargs): super().__init__(output_key) self.params = kwargs def __call__(self, data_dict: Dict[str, Any], **kwargs) -> Dict[str, Any]: if data_dict["all_tests_passed"]: # the execution did not result in any errors data_dict[self.output_key] = self.params["no_error_template"] return data_dict test_data = unflatten_dict(data_dict)["raw_response"] if not test_data["compilation_status"]: # compilation error occurred kwargs = { "error_message": test_data["compilation_error_message"].strip(), } message_content = ( jinja2.Environment(loader=jinja2.BaseLoader()) .from_string(self.params["compilation_error_template"]) .render(**kwargs) ) elif test_data["timeout_error"]: # timeout error occurred message_content = self.params["timeout_error_template"] else: # code compiled successfully without timeouts # retrieve the failed tests failed_tests = [ test_result for test_result in test_data["public_tests_results"] if not test_result["status"] ] runtime_error_test = None for test_result in failed_tests: if test_result["generated_output"] is None: # runtime error occurred runtime_error_test = test_result if runtime_error_test: # construct the error message for the runtime error kwargs = { "test_input": runtime_error_test["input"], "error_message": runtime_error_test["error_message"].strip(), } message_content = ( jinja2.Environment(loader=jinja2.BaseLoader()) .from_string(self.params["runtime_error_template"]) .render(**kwargs) ) else: # construct the error message corresponding to a logical error if self.params["single_test_error_message"]: # construct the error message for a single (the first) failed test first_failed_test = failed_tests[0] kwargs = { "test_input": first_failed_test["input"], "expected_output": first_failed_test["expected_output"], "generated_output": first_failed_test["generated_output"], } message_content = ( jinja2.Environment(loader=jinja2.BaseLoader()) .from_string(self.params["single_test_error_template"]) .render(**kwargs) ) else: # construct the error message covering all failed tests parts = [self.params["all_tests_header"]] for idx, test_result in enumerate(failed_tests): kwargs = { "idx": idx + 1, "test_input": test_result["input"], "expected_output": test_result["expected_output"], "generated_output": test_result["generated_output"], } parts.append( jinja2.Environment(loader=jinja2.BaseLoader()) .from_string(self.params["test_error_template"]) .render(**kwargs) ) message_content = self.params["tests_separator"].join(parts) data_dict[self.output_key] = message_content return data_dict