Skip to content

add metric p90 and avg time #42

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
cococo2000 merged 2 commits into from
Jan 17, 2025
Merged

add metric p90 and avg time #42

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
9ecd289
add metric p90
cococo2000 Jan 17, 2025
6c22f8a
add avg times
cococo2000 Jan 17, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
25 changes: 25 additions & 0 deletions bigvectorbench/plotting/metrics.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -68,6 +68,16 @@ def percentile_50(times):
return np.percentile(times, 50.0) * 1000.0


def percentile_90(times):
"""
95th percentile

:param times: list of query times
:return: 95th percentile in milliseconds
"""
return np.percentile(times, 90.0) * 1000.0


def percentile_95(times):
"""
95th percentile
Expand Down Expand Up @@ -157,13 +167,28 @@ def candidates(attrs):
),
"worst": float("-inf"),
},
"avg_time": {
"description": "Average time (millis)",
"function": lambda true_neighbors, run_neighbors, metrics, times, run_attrs: np.mean(
times
)
* 1000.0,
"worst": float("inf"),
},
"p50": {
"description": "Percentile 50 (millis)",
"function": lambda true_neighbors, run_neighbors, metrics, times, run_attrs: percentile_50(
times
),
"worst": float("inf"),
},
"p90": {
"description": "Percentile 50 (millis)",
"function": lambda true_neighbors, run_neighbors, metrics, times, run_attrs: percentile_90(
times
),
"worst": float("inf"),
},
"p95": {
"description": "Percentile 95 (millis)",
"function": lambda true_neighbors, run_neighbors, metrics, times, run_attrs: percentile_95(
Expand Down
Loading