pull characteristics
| thing | number |
|---|---|
| time period requested (days) | 10 |
| sites in all sub-basin | 23 |
| time scale (mins) | 15 |
| num possible data points | 22,080 |
| num data points (removing nan) | 16,905 |
| Zarr | NWIS | |
|---|---|---|
| one station (sec) | 6.2 | 1.04 |
| all sub-basin (sec) | 7.2 | 19.7 |
| Zarr | Parquet | CSV | |
|---|---|---|---|
| write (sec) | 1.23 | 0.15 | 0.15 |
| read (sec) | 0.64 | 0.16 | 0.17 |
| storage (kB) | 51.3 | 40.8 | 124.1 |
pull characteristics
| thing | number |
|---|---|
| time period requested (days) | 14600 |
| sites in all sub-basin | 23 |
| time scale (mins) | 15 |
| num possible data points | 335,800 |
| num data points (removing nan) | 16,905 |
| Zarr | NWIS | |
|---|---|---|
| one station (sec) | 10.5 | 29.8 |
| all sub-basin (sec) | 23 | 886 |
| all sub-basin retrieve (sec) | 401 |
| Zarr | Parquet | CSV | |
|---|---|---|---|
| write (sec) | 3.6 | 1.7 | 32.5 |
| read (sec) | 12.1 | 1.1 | 5.8 |
| storage (MB) | 33.5 | 15.4 | 110 |