BEN: Add HydrogenBondAnalysis benchmark for performance tracking (#5309)

* BEN: Add HydrogenBondAnalysis benchmark for performance tracking
* contributes to #1023
* Updated CHANGELOG

---------

Co-authored-by: Brady Johnston <36021261+BradyAJohnston@users.noreply.github.com>

Author: Dreamstick9

benchmarks/benchmarks/analysis/hbond_analysis.py

@@ -0,0 +1,31 @@
+"""
+Benchmark for HydrogenBondAnalysis
+"""
+
+try:
+    from MDAnalysis.analysis.hydrogenbonds.hbond_analysis import HydrogenBondAnalysis as HBA
+    from MDAnalysisTests.datafiles import waterPSF , waterDCD
+except ImportError:
+    pass
+
+import MDAnalysis
+
+class HydrogenBondAnalysisBenchmark:
+    """
+    It tests performance of hbond.run() across different
+    number of frames using waterPSF/waterDCD test files.
+    """
+
+    unit = "ms"
+    timeout = 60.0
+    params = [2, 5, 10]
+    param_names = ["n_frames"]
+
+
+    def setup(self, n_frames):
+        u = MDAnalysis.Universe(waterPSF, waterDCD)
+        self.hbonds = HBA(universe= u)
+    
+    def time_run(self, n_frames):
+        self.hbonds.run(stop = n_frames)
+        

package/CHANGELOG

@@ -45,6 +45,7 @@ Fixes
    DSSP by porting upstream PyDSSP 0.9.1 fix (Issue #4913)
 
 Enhancements
+ * Added HydrogenBondAnalysis benchmark for performance tracking (PR #5309)
  * Added `select=None` in `analysis.rms.RMSD` to perform no selection on
    the input `atomgroup` and `reference` (Issue #5300, PR #5296)
  * MOL2Parser now reads unit cell dimensions from @<TRIPOS>CRYSIN records (Issue #3341)