Spaces:
Sleeping
Sleeping
Create utils.py
Browse files
utils.py
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import json
|
| 2 |
+
|
| 3 |
+
import numpy as np
|
| 4 |
+
import pyproj
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
def get_metadata(item):
|
| 8 |
+
metadata = item["metadata"]
|
| 9 |
+
if isinstance(metadata, str):
|
| 10 |
+
metadata = json.loads(metadata)
|
| 11 |
+
return metadata
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
def lat_lon_mid_pixel(item, subset: str):
|
| 15 |
+
metadata = get_metadata(item)
|
| 16 |
+
if subset == "satellogic":
|
| 17 |
+
crs = metadata["crs"][0]
|
| 18 |
+
bounds_crs = metadata["bounds"]
|
| 19 |
+
elif subset == "neon":
|
| 20 |
+
crs = metadata["epsg"]
|
| 21 |
+
bounds_crs = metadata["bounds"]
|
| 22 |
+
elif subset == "sentinel_1":
|
| 23 |
+
geometry = metadata
|
| 24 |
+
elif subset == "sentinel_2":
|
| 25 |
+
geometry = metadata["tileGeometry"][0]
|
| 26 |
+
else:
|
| 27 |
+
raise ValueError("subset not known")
|
| 28 |
+
|
| 29 |
+
if subset.startswith("sentinel_"):
|
| 30 |
+
crs = geometry["crs"]
|
| 31 |
+
bounds_crs = geometry["coordinates"][0]
|
| 32 |
+
assert len(bounds_crs) == 5
|
| 33 |
+
bounds_crs = (
|
| 34 |
+
bounds_crs[0][0],
|
| 35 |
+
bounds_crs[0][1],
|
| 36 |
+
bounds_crs[2][0],
|
| 37 |
+
bounds_crs[2][1],
|
| 38 |
+
)
|
| 39 |
+
|
| 40 |
+
|
| 41 |
+
bounds = pyproj.Transformer.from_crs(crs, "EPSG:4326").transform_bounds(*bounds_crs)
|
| 42 |
+
# dumb average for now
|
| 43 |
+
return np.array([bounds[0] + bounds[2], bounds[1] + bounds[3]]) / 2
|
| 44 |
+
|
| 45 |
+
|
| 46 |
+
def get_google_map_link(item, subset: str):
|
| 47 |
+
lat, lon = lat_lon_mid_pixel(item, subset)
|
| 48 |
+
return f"https://www.google.com/maps?ll={lat},{lon}&z=16&t=k"
|