def prepare_model_failure_sections()

in utils/ryzenai/notification_service.py [0:0]

• 32 lines of code
• 5 McCabe index (conditional complexity)

    def prepare_model_failure_sections(self, idx, key, job_link, failures_info):
        # Prepare sections for model failures
        model_failure_sections = []

        # Section for failure information and a button to check results
        model_failure_sections.append(
            {
                "type": "section",
                "text": {
                    "type": "mrkdwn",
                    "text": f"*{idx}. {key}*",
                },
                "accessory": {
                    "type": "button",
                    "text": {"type": "plain_text", "text": "Check results", "emoji": True},
                    "url": job_link,
                },
            }
        )

        # Section for detailed failure reports
        model_header = "Total Ops |   DPU Ops |   CPU Ops | Reg. | Model\n"
        model_failures_report = prepare_reports(title="", header=model_header, reports=failures_info)

        model_failure_sections.append(
            {
                "type": "section",
                "text": {"type": "mrkdwn", "text": model_failures_report},
            }
        )

        # Save detailed failure report to a file
        model_failures_report = prepare_reports(
            title=f"{idx}. {key}",
            header=model_header,
            reports=failures_info,
            to_truncate=False,
        )
        self.save_failure_report_to_file(key, model_failures_report)

        return model_failure_sections