Timezone Finding Performance Benchmark
System Status
Python Environment
Python Version: 3.14.2 (CPython)
NumPy Version: 2.3.5
Platform: Darwin arm64
Processor: arm
TimezoneFinder Configuration
C Implementation Available: False
Numba JIT Available: True
Performance Optimizations
✗ Using pure Python point-in-polygon implementation
✓ Numba JIT compilation enabled
Benchmark Configuration
Test Queries: 10,000
Algorithm Type: Timezone Finding
Test Modes: File-based and In-memory
Query Types: On-land points and Random points
File-Based Mode
Results for ‘on land points’ (points included in a land timezone)
Function Name |
Seconds/Query |
Points/Second |
|---|---|---|
certain_timezone_at() |
1.3e-04 |
8k |
TimezoneFinder.certain_timezone_at() |
9.7e-05 |
10k |
timezone_at_land() |
7.8e-06 |
128k |
TimezoneFinder.timezone_at_land() |
7.9e-06 |
127k |
timezone_at() |
7.9e-06 |
127k |
TimezoneFinder.timezone_at() |
7.9e-06 |
127k |
unique_timezone_at() |
1.3e-06 |
747k |
TimezoneFinder.unique_timezone_at() |
1.2e-06 |
847k |
TimezoneFinderL.unique_timezone_at() |
1.3e-06 |
777k |
TimezoneFinderL.timezone_at_land() |
1.9e-06 |
526k |
TimezoneFinderL.timezone_at() |
1.4e-06 |
725k |
Results for random points (anywhere on earth)
Function Name |
Seconds/Query |
Points/Second |
|---|---|---|
certain_timezone_at() |
9.3e-05 |
11k |
TimezoneFinder.certain_timezone_at() |
9.0e-05 |
11k |
timezone_at_land() |
5.3e-06 |
187k |
TimezoneFinder.timezone_at_land() |
5.2e-06 |
191k |
timezone_at() |
4.8e-06 |
207k |
TimezoneFinder.timezone_at() |
4.8e-06 |
209k |
unique_timezone_at() |
1.2e-06 |
831k |
TimezoneFinder.unique_timezone_at() |
1.1e-06 |
894k |
TimezoneFinderL.unique_timezone_at() |
1.1e-06 |
873k |
TimezoneFinderL.timezone_at_land() |
1.6e-06 |
610k |
TimezoneFinderL.timezone_at() |
1.2e-06 |
861k |
In-Memory Mode
Note
Global functions and TimezoneFinderL do not support in-memory mode.
Results for ‘on land points’ (points included in a land timezone)
Function Name |
Seconds/Query |
Points/Second |
|---|---|---|
TimezoneFinder.certain_timezone_at() |
9.2e-05 |
11k |
TimezoneFinder.timezone_at_land() |
5.8e-06 |
173k |
TimezoneFinder.timezone_at() |
5.3e-06 |
189k |
TimezoneFinder.unique_timezone_at() |
1.1e-06 |
906k |
Results for random points (anywhere on earth)
Function Name |
Seconds/Query |
Points/Second |
|---|---|---|
TimezoneFinder.certain_timezone_at() |
9.3e-05 |
11k |
TimezoneFinder.timezone_at_land() |
3.9e-06 |
257k |
TimezoneFinder.timezone_at() |
3.4e-06 |
295k |
TimezoneFinder.unique_timezone_at() |
1.1e-06 |
903k |