[refactor] refactor tms2geotiff functions
Browse files- src/io/tms2geotiff.py +49 -52
src/io/tms2geotiff.py
CHANGED
|
@@ -35,13 +35,12 @@ import math
|
|
| 35 |
import re
|
| 36 |
import time
|
| 37 |
from typing import Tuple, Callable
|
| 38 |
-
import PIL
|
| 39 |
from PIL import Image
|
| 40 |
|
| 41 |
from src import app_logger
|
| 42 |
from src.utilities.constants import EARTH_EQUATORIAL_RADIUS, RETRY_DOWNLOAD, TIMEOUT_DOWNLOAD, TILE_SIZE, \
|
| 43 |
CALLBACK_INTERVAL_DOWNLOAD
|
| 44 |
-
from src.utilities.type_hints import PIL_Image
|
| 45 |
|
| 46 |
Image.MAX_IMAGE_PIXELS = None
|
| 47 |
|
|
@@ -63,21 +62,21 @@ SESSION.headers.update({
|
|
| 63 |
re_coords_split = re.compile('[ ,;]+')
|
| 64 |
|
| 65 |
|
| 66 |
-
def
|
| 67 |
-
x_tile = math.radians(lon) * EARTH_EQUATORIAL_RADIUS
|
| 68 |
-
y_tile = math.log(math.tan(math.radians(45 + lat / 2.0))) * EARTH_EQUATORIAL_RADIUS
|
| 69 |
return x_tile, y_tile
|
| 70 |
|
| 71 |
|
| 72 |
-
def
|
| 73 |
n = 2 ** zoom
|
| 74 |
x_tile = ((lon + 180) / 360 * n)
|
| 75 |
y_tile = (1 - math.asinh(math.tan(math.radians(lat))) / math.pi) * n / 2
|
| 76 |
return x_tile, y_tile
|
| 77 |
|
| 78 |
|
| 79 |
-
def
|
| 80 |
-
extrema =
|
| 81 |
if len(extrema) >= 3:
|
| 82 |
if len(extrema) > 3 and extrema[-1] == (0, 0):
|
| 83 |
return True
|
|
@@ -85,39 +84,36 @@ def is_empty(im):
|
|
| 85 |
if ext != (0, 0):
|
| 86 |
return False
|
| 87 |
return True
|
| 88 |
-
|
| 89 |
-
return extrema[0] == (0, 0)
|
| 90 |
|
| 91 |
|
| 92 |
-
def
|
| 93 |
if tile is None:
|
| 94 |
-
return
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
| 99 |
-
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
|
| 109 |
-
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
|
| 120 |
-
def get_tile(url):
|
| 121 |
retry = RETRY_DOWNLOAD
|
| 122 |
while 1:
|
| 123 |
try:
|
|
@@ -135,14 +131,15 @@ def get_tile(url):
|
|
| 135 |
return r.content
|
| 136 |
|
| 137 |
|
| 138 |
-
def
|
|
|
|
| 139 |
if done:
|
| 140 |
app_logger.info('Downloaded image %d/%d, %.2f%%' % (progress, total, progress * 100 / total))
|
| 141 |
|
| 142 |
|
| 143 |
def download_extent(
|
| 144 |
source: str, lat0: float, lon0: float, lat1: float, lon1: float, zoom: int,
|
| 145 |
-
save_image: bool = True, progress_callback: Callable =
|
| 146 |
callback_interval: float = CALLBACK_INTERVAL_DOWNLOAD
|
| 147 |
) -> Tuple[PIL_Image, Tuple[float]] or Tuple[None]:
|
| 148 |
"""
|
|
@@ -162,8 +159,8 @@ def download_extent(
|
|
| 162 |
Returns:
|
| 163 |
parsed request input
|
| 164 |
"""
|
| 165 |
-
x0, y0 =
|
| 166 |
-
x1, y1 =
|
| 167 |
if x0 > x1:
|
| 168 |
x0, x1 = x1, x0
|
| 169 |
if y0 > y1:
|
|
@@ -181,13 +178,13 @@ def download_extent(
|
|
| 181 |
cancelled = False
|
| 182 |
with concurrent.futures.ThreadPoolExecutor(5) as executor:
|
| 183 |
for x, y in corners:
|
| 184 |
-
future = executor.submit(
|
| 185 |
futures[future] = (x, y)
|
| 186 |
bbox = (math.floor(x0), math.floor(y0), math.ceil(x1), math.ceil(y1))
|
| 187 |
-
|
| 188 |
base_size = [TILE_SIZE, TILE_SIZE]
|
| 189 |
-
|
| 190 |
-
base_size, bbox,
|
| 191 |
progress_callback, save_image, total_num
|
| 192 |
)
|
| 193 |
if cancelled:
|
|
@@ -203,19 +200,19 @@ def download_extent(
|
|
| 203 |
y2 = round(base_size[1] * y_frac)
|
| 204 |
img_w = round(base_size[0] * (x1 - x0))
|
| 205 |
img_h = round(base_size[1] * (y1 - y0))
|
| 206 |
-
final_image =
|
| 207 |
if final_image.mode == 'RGBA' and final_image.getextrema()[3] == (255, 255):
|
| 208 |
final_image = final_image.convert('RGB')
|
| 209 |
-
|
| 210 |
-
xp0, yp0 =
|
| 211 |
-
xp1, yp1 =
|
| 212 |
p_width = abs(xp1 - xp0) / final_image.size[0]
|
| 213 |
p_height = abs(yp1 - yp0) / final_image.size[1]
|
| 214 |
matrix = min(xp0, xp1), p_width, 0, max(yp0, yp1), 0, -p_height
|
| 215 |
return final_image, matrix
|
| 216 |
|
| 217 |
|
| 218 |
-
def
|
| 219 |
base_size, bbox, big_im, callback_interval, cancelled, done_num, futures, last_callback, last_done_num,
|
| 220 |
progress_callback, save_image, total_num
|
| 221 |
):
|
|
@@ -228,7 +225,7 @@ def run_future_tile_download(
|
|
| 228 |
img_data = fut.result()
|
| 229 |
xy = futures[fut]
|
| 230 |
if save_image:
|
| 231 |
-
big_im =
|
| 232 |
del futures[fut]
|
| 233 |
done_num += 1
|
| 234 |
if time.monotonic() > last_callback + callback_interval:
|
|
|
|
| 35 |
import re
|
| 36 |
import time
|
| 37 |
from typing import Tuple, Callable
|
|
|
|
| 38 |
from PIL import Image
|
| 39 |
|
| 40 |
from src import app_logger
|
| 41 |
from src.utilities.constants import EARTH_EQUATORIAL_RADIUS, RETRY_DOWNLOAD, TIMEOUT_DOWNLOAD, TILE_SIZE, \
|
| 42 |
CALLBACK_INTERVAL_DOWNLOAD
|
| 43 |
+
from src.utilities.type_hints import PIL_Image, tuple_float, tuple_float_any, list_int, tuple_int
|
| 44 |
|
| 45 |
Image.MAX_IMAGE_PIXELS = None
|
| 46 |
|
|
|
|
| 62 |
re_coords_split = re.compile('[ ,;]+')
|
| 63 |
|
| 64 |
|
| 65 |
+
def _from4326_to3857(lat: float, lon: float) -> tuple_float or tuple_float_any:
|
| 66 |
+
x_tile: float = math.radians(lon) * EARTH_EQUATORIAL_RADIUS
|
| 67 |
+
y_tile: float = math.log(math.tan(math.radians(45 + lat / 2.0))) * EARTH_EQUATORIAL_RADIUS
|
| 68 |
return x_tile, y_tile
|
| 69 |
|
| 70 |
|
| 71 |
+
def _deg2num(lat: float, lon: float, zoom: int):
|
| 72 |
n = 2 ** zoom
|
| 73 |
x_tile = ((lon + 180) / 360 * n)
|
| 74 |
y_tile = (1 - math.asinh(math.tan(math.radians(lat))) / math.pi) * n / 2
|
| 75 |
return x_tile, y_tile
|
| 76 |
|
| 77 |
|
| 78 |
+
def _is_empty(image):
|
| 79 |
+
extrema = image.getextrema()
|
| 80 |
if len(extrema) >= 3:
|
| 81 |
if len(extrema) > 3 and extrema[-1] == (0, 0):
|
| 82 |
return True
|
|
|
|
| 84 |
if ext != (0, 0):
|
| 85 |
return False
|
| 86 |
return True
|
| 87 |
+
return extrema[0] == (0, 0)
|
|
|
|
| 88 |
|
| 89 |
|
| 90 |
+
def _paste_tile(big_image: PIL_Image or None, base_size: list_int, tile: bytes, corner_xy: tuple_int, bbox: tuple_int):
|
| 91 |
if tile is None:
|
| 92 |
+
return big_image
|
| 93 |
+
with Image.open(io.BytesIO(tile)) as tmp_image:
|
| 94 |
+
mode = 'RGB' if tmp_image.mode == 'RGB' else 'RGBA'
|
| 95 |
+
size = tmp_image.size
|
| 96 |
+
new_image = big_image
|
| 97 |
+
if big_image is None:
|
| 98 |
+
base_size[0] = size[0]
|
| 99 |
+
base_size[1] = size[1]
|
| 100 |
+
new_image = Image.new(mode, (
|
| 101 |
+
size[0] * (bbox[2] - bbox[0]), size[1] * (bbox[3] - bbox[1])))
|
| 102 |
+
|
| 103 |
+
dx = abs(corner_xy[0] - bbox[0])
|
| 104 |
+
dy = abs(corner_xy[1] - bbox[1])
|
| 105 |
+
xy0 = (size[0] * dx, size[1] * dy)
|
| 106 |
+
if mode == 'RGB':
|
| 107 |
+
new_image.paste(tmp_image, xy0)
|
| 108 |
+
else:
|
| 109 |
+
if tmp_image.mode != mode:
|
| 110 |
+
tmp_image = tmp_image.convert(mode)
|
| 111 |
+
if not _is_empty(tmp_image):
|
| 112 |
+
new_image.paste(tmp_image, xy0)
|
| 113 |
+
return new_image
|
| 114 |
+
|
| 115 |
+
|
| 116 |
+
def _get_tile(url: str) -> bytes or None:
|
|
|
|
|
|
|
| 117 |
retry = RETRY_DOWNLOAD
|
| 118 |
while 1:
|
| 119 |
try:
|
|
|
|
| 131 |
return r.content
|
| 132 |
|
| 133 |
|
| 134 |
+
def log_progress(progress, total, done=False):
|
| 135 |
+
"""log the progress download"""
|
| 136 |
if done:
|
| 137 |
app_logger.info('Downloaded image %d/%d, %.2f%%' % (progress, total, progress * 100 / total))
|
| 138 |
|
| 139 |
|
| 140 |
def download_extent(
|
| 141 |
source: str, lat0: float, lon0: float, lat1: float, lon1: float, zoom: int,
|
| 142 |
+
save_image: bool = True, progress_callback: Callable = log_progress,
|
| 143 |
callback_interval: float = CALLBACK_INTERVAL_DOWNLOAD
|
| 144 |
) -> Tuple[PIL_Image, Tuple[float]] or Tuple[None]:
|
| 145 |
"""
|
|
|
|
| 159 |
Returns:
|
| 160 |
parsed request input
|
| 161 |
"""
|
| 162 |
+
x0, y0 = _deg2num(lat0, lon0, zoom)
|
| 163 |
+
x1, y1 = _deg2num(lat1, lon1, zoom)
|
| 164 |
if x0 > x1:
|
| 165 |
x0, x1 = x1, x0
|
| 166 |
if y0 > y1:
|
|
|
|
| 178 |
cancelled = False
|
| 179 |
with concurrent.futures.ThreadPoolExecutor(5) as executor:
|
| 180 |
for x, y in corners:
|
| 181 |
+
future = executor.submit(_get_tile, source.format(z=zoom, x=x, y=y))
|
| 182 |
futures[future] = (x, y)
|
| 183 |
bbox = (math.floor(x0), math.floor(y0), math.ceil(x1), math.ceil(y1))
|
| 184 |
+
big_image = None
|
| 185 |
base_size = [TILE_SIZE, TILE_SIZE]
|
| 186 |
+
big_image, cancelled, done_num = _run_future_tile_download(
|
| 187 |
+
base_size, bbox, big_image, callback_interval, cancelled, done_num, futures, last_callback, last_done_num,
|
| 188 |
progress_callback, save_image, total_num
|
| 189 |
)
|
| 190 |
if cancelled:
|
|
|
|
| 200 |
y2 = round(base_size[1] * y_frac)
|
| 201 |
img_w = round(base_size[0] * (x1 - x0))
|
| 202 |
img_h = round(base_size[1] * (y1 - y0))
|
| 203 |
+
final_image = big_image.crop((x2, y2, x2 + img_w, y2 + img_h))
|
| 204 |
if final_image.mode == 'RGBA' and final_image.getextrema()[3] == (255, 255):
|
| 205 |
final_image = final_image.convert('RGB')
|
| 206 |
+
big_image.close()
|
| 207 |
+
xp0, yp0 = _from4326_to3857(lat0, lon0)
|
| 208 |
+
xp1, yp1 = _from4326_to3857(lat1, lon1)
|
| 209 |
p_width = abs(xp1 - xp0) / final_image.size[0]
|
| 210 |
p_height = abs(yp1 - yp0) / final_image.size[1]
|
| 211 |
matrix = min(xp0, xp1), p_width, 0, max(yp0, yp1), 0, -p_height
|
| 212 |
return final_image, matrix
|
| 213 |
|
| 214 |
|
| 215 |
+
def _run_future_tile_download(
|
| 216 |
base_size, bbox, big_im, callback_interval, cancelled, done_num, futures, last_callback, last_done_num,
|
| 217 |
progress_callback, save_image, total_num
|
| 218 |
):
|
|
|
|
| 225 |
img_data = fut.result()
|
| 226 |
xy = futures[fut]
|
| 227 |
if save_image:
|
| 228 |
+
big_im = _paste_tile(big_im, base_size, img_data, xy, bbox)
|
| 229 |
del futures[fut]
|
| 230 |
done_num += 1
|
| 231 |
if time.monotonic() > last_callback + callback_interval:
|