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August 20, 2020 01:42
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Generate a information thumbnail from a GPX file.
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"""Generate a information thumbnail from a GPX file. | |
""" | |
import io | |
import re | |
import os | |
import math | |
import time | |
import uuid | |
import base64 | |
import codecs | |
import logging | |
import argparse | |
import urllib.parse | |
import xml.etree.ElementTree | |
import PIL.Image | |
import matplotlib.pyplot | |
import selenium.webdriver.support.expected_conditions | |
import selenium.webdriver.firefox.options | |
import selenium.webdriver.support.wait | |
import selenium.webdriver.common.by | |
import selenium.webdriver | |
import seaborn | |
import slugify | |
import folium | |
seaborn.set(style="darkgrid") | |
GPX_NS = "{http://www.topografix.com/GPX/1/1}" | |
GECKODRIVER = r"C:\Scripts\geckodriver.exe" | |
def load_gpx(filename): | |
"""Load a GPX file. Return a list of (latitude, longitude, elevation). | |
""" | |
tree = xml.etree.ElementTree.parse(filename) | |
root = tree.getroot() | |
trkseg = list() | |
for trkpt in root.find(GPX_NS + "trk").find(GPX_NS + "trkseg"): | |
lat = float(trkpt.attrib["lat"]) | |
lon = float(trkpt.attrib["lon"]) | |
ele_el = trkpt.find(GPX_NS + "ele") | |
ele = (float(ele_el.text) if ele_el is not None else None) | |
trkseg.append((lat, lon, ele)) | |
return trkseg | |
def create_map(trkseg): | |
"""Create a folium map with the track segment displayed on it. | |
""" | |
lats = list(map(lambda x: x[0], trkseg)) | |
lons = list(map(lambda x: x[1], trkseg)) | |
mean_lat = sum(lats) / len(trkseg) | |
mean_lon = sum(lons) / len(trkseg) | |
map_ = folium.Map(location=[mean_lat, mean_lon], control_scale=True) | |
folium.features.ColorLine( | |
positions=[trkpt[:2] for trkpt in trkseg], | |
colors=[1 for _ in trkseg], | |
colormap=["r", "r"], | |
weight=5, | |
opacity=.6 | |
).add_to(map_) | |
southwest = [min(lats), min(lons)] | |
northeast = [max(lats), max(lons)] | |
map_.fit_bounds([southwest, northeast]) | |
filename = os.path.realpath("_tmp" + uuid.uuid4().hex + ".html") | |
map_.save(filename) | |
with open(filename) as file: | |
html = file.read() | |
with open(filename, "w") as file: | |
file.write(re.sub("openstreetmap", "opentopomap", html)) | |
return filename | |
def create_browser(): | |
"""Create selenium driver handle. | |
""" | |
options = selenium.webdriver.firefox.options.Options() | |
options.headless = True | |
driver = selenium.webdriver.Firefox( | |
options=options, | |
executable_path=GECKODRIVER, | |
service_log_path=os.path.devnull | |
) | |
driver.set_window_size(1080, 1080 + 74) | |
return driver | |
def export_map_to_png(driver, filename, delay=1): | |
# pylint: disable=C0301 | |
"""Create a PNG out of a folium map. | |
""" | |
driver.get("file://{}".format(filename)) | |
driver.execute_script("document.body.style.width = '100%';") | |
driver.execute_script("document.querySelector('.leaflet-control-container .leaflet-top.leaflet-left').style.display = 'none';") | |
driver.execute_script("document.querySelector('.leaflet-control-container .leaflet-bottom.leaflet-right').style.display = 'none';") | |
driver.execute_script("document.querySelector('.leaflet-tile-container').style.opacity = 0.8;") | |
time.sleep(delay) | |
png = driver.get_screenshot_as_png() | |
filename = os.path.realpath("_tmp" + uuid.uuid4().hex + ".png") | |
PIL.Image.open(io.BytesIO(png)).save(filename) | |
return filename | |
def distance(lat1, lon1, lat2, lon2): | |
# pylint: disable=C0103 | |
"""Compute the distance in meters between two points. | |
""" | |
r = 6371000 | |
phi1 = lat1 * math.pi / 180. | |
phi2 = lat2 * math.pi / 180. | |
delta_phi = (lat2 - lat1) * math.pi / 180. | |
delta_lambda = (lon2 - lon1) * math.pi / 180. | |
a = math.sin(.5 * delta_phi) * math.sin(.5 * delta_phi)\ | |
+ math.cos(phi1)\ | |
* math.cos(phi2)\ | |
* math.sin(.5 * delta_lambda)\ | |
* math.sin(.5 * delta_lambda) | |
c = 2 * math.atan2(math.sqrt(a), math.sqrt(1 - a)) | |
d = r * c | |
return d | |
def add_gpx_elevation(driver, filename): | |
"""Create a new GPX file with elevation data. | |
""" | |
driver.get("https://www.gpsvisualizer.com/elevation") | |
file_upload = driver.find_element( | |
selenium.webdriver.common.by.By.XPATH, | |
"/html/body/table/tbody/tr/td[2]/form/div/div[1]/input[1]" | |
) | |
file_upload.send_keys(filename) | |
submit_button = driver.find_element( | |
selenium.webdriver.common.by.By.XPATH, | |
"/html/body/table/tbody/tr/td[2]/form/div/div[2]/div[1]/input" | |
) | |
submit_button.click() | |
selenium.webdriver.support.wait.WebDriverWait(driver, 10).until( | |
selenium.webdriver.support.expected_conditions.presence_of_element_located(( | |
selenium.webdriver.common.by.By.XPATH, | |
"/html/body/table/tbody/tr/td[2]/table[2]/tbody/tr/td[1]/iframe" | |
)) | |
) | |
frame = driver.find_element( | |
selenium.webdriver.common.by.By.XPATH, | |
"/html/body/table/tbody/tr/td[2]/table[2]/tbody/tr/td[1]/iframe" | |
) | |
driver.switch_to.frame(frame) | |
output_pre = driver.find_element( | |
selenium.webdriver.common.by.By.XPATH, | |
"/html/body/pre" | |
) | |
filename = os.path.realpath("_tmp" + uuid.uuid4().hex + ".gpx") | |
with codecs.open(filename, "w", "utf8") as file: | |
file.write(output_pre.text) | |
return filename | |
def parse_trkseg(trkseg): | |
"""Parse a track segment. | |
""" | |
prev_pos = trkseg[0][:2] | |
prev_ele = trkseg[0][2] | |
tot_ele_up, tot_ele_down = 0, 0 | |
tot_dist = 0 | |
distances, elevations = [], [] | |
for lat, lon, ele in trkseg: | |
tot_dist += distance(*prev_pos, lat, lon) | |
distances.append(tot_dist) | |
ele_diff = ele - prev_ele | |
if ele_diff > 0: | |
tot_ele_up += ele_diff | |
else: | |
tot_ele_down -= ele_diff | |
prev_pos = (lat, lon) | |
prev_ele = ele | |
elevations.append(ele) | |
return tot_dist, tot_ele_up, tot_ele_down, (distances, elevations) | |
def plot_elevation_profile(distances, elevations): | |
"""Plot the elevation profile. | |
""" | |
dpi = 100 | |
figure, axis = matplotlib.pyplot.subplots(figsize=(1080./dpi, 360./dpi)) | |
axis.plot(distances, elevations, "r") | |
xticks = [1000 * i for i in range(math.ceil(.001 * distances[-1]))][1::2] | |
xlabels = ["%dkm" % (.001 * tick) for tick in xticks] | |
axis.set_xlim(distances[0], distances[-1]) | |
axis.set_ylim(bottom=min(elevations)) | |
axis.set_xticks(xticks) | |
axis.set_xticklabels(xlabels, ha="right") | |
seaborn.despine(left=True, bottom=True, right=True, top=True) | |
axis.tick_params(direction="in") | |
for tick in [*axis.xaxis.get_major_ticks(), *axis.xaxis.get_minor_ticks()]: | |
tick.set_pad(-12) | |
for tick in [*axis.yaxis.get_major_ticks(), *axis.yaxis.get_minor_ticks()]: | |
tick.set_pad(-30) | |
axis.fill_between( | |
distances, elevations, [min(elevations) for _ in elevations], | |
color="r", alpha=.1) | |
matplotlib.pyplot.tight_layout(pad=0) | |
filename = os.path.realpath("_tmp" + uuid.uuid4().hex + ".png") | |
figure.savefig(filename, dpi=dpi) | |
return filename | |
def format_sexagesimal(degree): | |
"""Convert a degree into the sexagesimal format. | |
""" | |
if degree < 0: | |
degree = -degree | |
minutes = 1 / 60 | |
seconds = 1 / 3600 | |
string = "" | |
remainder = int(degree) | |
string += "%s°" % str(int(remainder)) | |
degree -= remainder | |
remainder = degree // minutes | |
string += "%s'" % str(int(remainder)).zfill(2) | |
degree -= minutes * remainder | |
remainder = degree / seconds | |
string += ("%.1f" % remainder).zfill(4) + '"' | |
return string | |
def format_latlon(lat, lon): | |
"""Format latitude and longitude into sexagesimal format. | |
""" | |
return format_sexagesimal(lat) + ("N" if lat >= 0 else "S")\ | |
+ " " + format_sexagesimal(lon) + ("E" if lon >= 0 else "W") | |
HTML_TEMPLATE = """ | |
<!DOCTYPE html> | |
<html lang="fr"> | |
<head> | |
<meta charset="utf-8"> | |
<title>{title}</title> | |
<link href="https://fonts.googleapis.com/css2?family=Open+Sans:wght@400;700&display=swap" rel="stylesheet"> | |
<style media="screen"> | |
html {{ | |
padding: 16px; | |
display: flex; | |
flex-diretion: row; | |
justify-content: center; | |
}} | |
body {{ | |
text-align: center; | |
}} | |
@media all and (max-width:1200px) {{ | |
body {{ | |
width: 100%; | |
}} | |
}} | |
* {{ | |
font-family: 'Open Sans', sans-serif; | |
}} | |
h1 {{ | |
font-size: 64px; | |
max-width: 1080px; | |
margin: auto; | |
}} | |
.separator {{ | |
display: inline-block; | |
width: 64px; | |
}} | |
.img_wrapper {{ | |
margin: auto; | |
max-width: 1080px; | |
height: auto; | |
border-radius: 8px; | |
overflow: hidden; | |
margin-bottom: 16px; | |
box-shadow: 0 2px 2px rgba(0, 0, 0, .1); | |
}} | |
.img_wrapper img {{ | |
width: inherit; | |
}} | |
h2 {{ | |
font-size: 32px; | |
font-weight: normal; | |
display: flex; | |
flex-direction: row; | |
justify-content: space-between; | |
max-width: 1080px; | |
margin: auto; | |
margin-top: 24px; | |
margin-bottom: 24px; | |
}} | |
a {{ | |
color: black; | |
}} | |
</style> | |
</head> | |
<body> | |
<h1>{title}</h1> | |
<h2> | |
<span>{tot_dist:.1f}km</span> | |
<span>↗ {tot_ele_up:.0f}m</span> | |
<span>↘ {tot_ele_down:.0f}m</span> | |
<span>⚐ <a href="https://www.google.com/maps/place/{start_url}">{start_surface}</a></span> | |
</h2> | |
<div class="img_wrapper" style="height: 1080px;"> | |
<a href="{track}"><img src="data:image/png;base64,{img_map}" alt=""></a> | |
</div> | |
<div class="img_wrapper" style="height: 360px;"> | |
<img src="data:image/png;base64,{img_ele}" alt=""> | |
</div> | |
</body> | |
</html> | |
""" | |
def _main(args): # pylint: disable=R0914 | |
"""Set of operations. | |
""" | |
logging.info("Using file '%s' as input", os.path.realpath(args.gpx)) | |
driver = create_browser() | |
logging.info("Created selenium handle") | |
gpxfn = add_gpx_elevation(driver, os.path.realpath(args.gpx)) | |
logging.info("Fetched elevation data and saved it to '%s'", gpxfn) | |
trkseg = load_gpx(gpxfn) | |
logging.info("Loaded GPX and found a track with %d points", len(trkseg)) | |
mapfn = create_map(trkseg) | |
logging.info("Exported folium map to '%s'", mapfn) | |
pngfn = export_map_to_png(driver, mapfn) | |
logging.info("Exported map image to '%s'", pngfn) | |
driver.quit() | |
logging.info("Closed selenium handle") | |
tot_dist, tot_ele_up, tot_ele_down, elevation_profile = parse_trkseg(trkseg) | |
logging.info("Parsed track (total distance: %dm)", tot_dist) | |
elefn = plot_elevation_profile(*elevation_profile) | |
start = format_latlon(*trkseg[0][:2]) | |
with open(pngfn, "rb") as image_file: | |
img_map = base64.b64encode(image_file.read()).decode() | |
with open(elefn, "rb") as image_file: | |
img_ele = base64.b64encode(image_file.read()).decode() | |
html = HTML_TEMPLATE.format( | |
title=args.title, | |
tot_dist=.001 * tot_dist, | |
tot_ele_up=tot_ele_up, | |
tot_ele_down=tot_ele_down, | |
start_surface=start, | |
start_url=urllib.parse.quote(start), | |
img_map=img_map, | |
img_ele=img_ele, | |
track=os.path.basename(args.gpx), | |
) | |
with codecs.open(slugify.slugify(args.title) + ".html", "w", "utf8") as file: | |
file.write(html) | |
logging.info("Plotted elevation profile at '%s'", elefn) | |
os.remove(mapfn) | |
os.remove(pngfn) | |
os.remove(gpxfn) | |
os.remove(elefn) | |
logging.info("Cleaned temp files") | |
def main(): | |
"""Parse arguments. | |
""" | |
parser = argparse.ArgumentParser() | |
parser.add_argument("gpx", type=str, help="GPX input file") | |
parser.add_argument("title", type=str) | |
_main(parser.parse_args()) | |
if __name__ == "__main__": | |
logging.basicConfig(level=logging.INFO) | |
main() |
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