[Benchmarks] Archive old data (#19128)

Archive old benchmark data so it is not loaded in the dashboard. The
default value for archiving is:
- for Baseline_* runs for data older than 30 days,
- for all other runs for data older than 7 days.

A new archive toggle:


![image](https://github.com/user-attachments/assets/5e3dcd77-9f0c-4ab5-8ae9-918d0a17e58e)

Test data chart with shortened archiving time of Baseline to 30 days
("Include archived data" not triggered):


![image](https://github.com/user-attachments/assets/96dcf56b-f552-42a6-a4b1-c7ed9c996d7c)

And with archived data loaded:


![image](https://github.com/user-attachments/assets/e4481f33-043d-4d7c-925f-87deb91f5ce0)

Author: PatKamin

devops/scripts/benchmarks/history.py

@@ -9,7 +9,7 @@
 import socket
 from utils.result import Result, BenchmarkRun
 from options import Compare, options
-from datetime import datetime, timezone
+from datetime import datetime, timezone, timedelta
 from utils.utils import run
 from utils.validate import Validate
 
@@ -223,3 +223,27 @@ def get_compare(self, name: str) -> BenchmarkRun:
             return self.compute_average(data)
 
         raise Exception("invalid compare type")
+
+    def partition_runs_by_age(self) -> tuple[list[BenchmarkRun], list[BenchmarkRun]]:
+        """
+        Partition runs into current and archived based on their age.
+        Returns:
+            tuple: (current_runs, archived_runs)
+        """
+        current_runs = []
+        archived_runs = []
+
+        for run in self.runs:
+            archive_after = (
+                options.archive_baseline_days
+                if run.name.startswith("Baseline_")
+                else options.archive_pr_days
+            )
+            cutoff_date = datetime.now(timezone.utc) - timedelta(days=archive_after)
+
+            if run.date > cutoff_date:
+                current_runs.append(run)
+            else:
+                archived_runs.append(run)
+
+        return current_runs, archived_runs

devops/scripts/benchmarks/html/index.html

@@ -53,6 +53,10 @@ <h3>Display Options</h3>
                             <input type="checkbox" id="custom-range">
                             Adjust Y-axis for comparisons
                         </label>
+                        <label title="Load older benchmark results that have been archived.">
+                            <input type="checkbox" id="show-archived-data">
+                            Include archived runs
+                        </label>
                     </div>
                 </div>