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import gradio as gr | |
import requests | |
import json | |
import os | |
from PIL import Image | |
import moviepy.video.io.ImageSequenceClip as ic | |
from pathlib import Path | |
import bs4 | |
import urllib.request | |
import uuid | |
main_directory = "https://services.swpc.noaa.gov/" | |
sdo_source = "https://sdo.gsfc.nasa.gov/assets/img/browse/" | |
sdo_source_format = "https://sdo.gsfc.nasa.gov/assets/img/browse/YEAR/MONTH/DAY/DATE_IDENT_SIZE_TOOL.jpg" | |
sdo_aia_latest=[ | |
{"name":"Fe18 94A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_94.gif"}, | |
{"name":"Fe20 131A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_131.gif"}, | |
{"name":"Fe9/10 171A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_171.gif"}, | |
{"name":"Fe12 193A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_193.gif"}, | |
{"name":"Fe14 211A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_211.gif"}, | |
{"name":"He2 304A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_304.gif"}, | |
{"name":"Fe16 335A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_335.gif"}, | |
{"name":"cont+C4 1600A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_1600.gif"}, | |
{"name":"continuum 1700A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_1700.gif"}, | |
{"name":"continuum 4500A", "source":"https://umbra.nascom.nasa.gov/images/latest_aia_4500.gif"}, | |
] | |
nasa_images=[ | |
{"name":"EIT 171A", "source":"https://soho.nascom.nasa.gov/data/realtime/eit_171/512/latest.jpg"}, | |
{"name":"EIT 195A", "source":"https://soho.nascom.nasa.gov/data/realtime/eit_195/512/latest.jpg"}, | |
{"name":"EIT 284A", "source":"https://soho.nascom.nasa.gov/data/realtime/eit_284/512/latest.jpg"}, | |
{"name":"EIT 304A", "source":"https://soho.nascom.nasa.gov/data/realtime/eit_304/512/latest.jpg"}, | |
] | |
nasa_soho_gifs=[ | |
{"name":"EIT 304A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_304small.gif"}, | |
{"name":"EIT 195A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_195small.gif"}, | |
{"name":"EIT 171A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_171small.gif"}, | |
{"name":"EIT 284A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_284small.gif"}, | |
] | |
nasa_soho_mp4=[ | |
{"name":"EIT 171A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_171small.mp4"}, | |
{"name":"EIT 195A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_195small.mp4"}, | |
{"name":"EIT 284A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_284small.mp4"}, | |
{"name":"EIT 304A", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_eit_304small.mp4"}, | |
{"name":"LASCO C2", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_c2small.mp4"}, | |
{"name":"LASCO C3", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_c3small.mp4"}, | |
{"name":"SDO/HMI Continuum", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_hmi_igr-512.mp4"}, | |
{"name":"SDO/HMI Magnetogram", "source":"https://soho.nascom.nasa.gov/data/LATEST/current_hmi_mag-512.mp4"}, | |
] | |
html = """ | |
<div> | |
PAGE_LINK | |
</div> | |
""" | |
css=""" | |
.img_box{ | |
display: flex; | |
flex-direction: column; | |
flex-flow: unset; | |
flex-wrap: wrap; | |
justify-content: space-around; | |
} | |
.img_class{ | |
background: #ffffff; | |
max-width: 48%; | |
font-family: monospace; | |
border-top: #9300ff; | |
border-style: inset; | |
margin-top: 5px; | |
} | |
.img_class_raw{ | |
background: #ffffff; | |
width: 100%; | |
font-family: monospace; | |
border-top: #9300ff; | |
border-style: inset; | |
margin-top: 5px; | |
display:flex; | |
flex-direction:column; | |
} | |
.img_box_soho{ | |
display: flex; | |
flex-direction: row; | |
flex-wrap: wrap; | |
justify-content: space-between; | |
} | |
.img_class_soho{ | |
background: #ffffff; | |
font-family: monospace; | |
border-top: #9300ff; | |
border-style: inset; | |
margin-top: 5px; | |
max-width: 48%; | |
} | |
""" | |
def load_json(url1="",url2="",url3="",url4=""): | |
get_url=f'{main_directory}{url1}{url2}{url3}{url4}' | |
print(f'{get_url}') | |
get_url=get_url.split("None")[0] | |
print(f'{get_url}') | |
get_url=get_url.split("[]")[0] | |
print(f'{get_url}') | |
if get_url.endswith('.json'): | |
feed1 = requests.get(get_url) | |
return None, feed1.text | |
elif get_url.endswith(".png") or get_url.endswith(".gif") or get_url.endswith(".jpg"): | |
html_out=f"<style>{css}</style><div>" | |
html_out+=f'<div class="img_class_raw"><a href="{get_url}" target="_blank">{get_url}</a><br><img src={get_url}></div></div>' | |
return html_out, None | |
return None,None | |
def make_tree(url1="",url2="",url3="",url4=""): | |
link_box=[] | |
html_out="" | |
get_url=f'{main_directory}{url1}{url2}{url3}{url4}' | |
print(f'######### :: {get_url}') | |
if not get_url.endswith('.json'): | |
feed1 = requests.get(get_url) | |
spl = feed1.text.split("href=") | |
for line in spl: | |
spl2 = line.split(">")[0] | |
print(spl2) | |
if spl2.endswith('/"') or spl2.endswith('.json"') or spl2.endswith('.png"') or spl2.endswith('.gif"') or spl2.endswith('.jpg"'): | |
fin=line.split(">")[0].strip('""') | |
link_box.append(fin) | |
#html_out=html_out+html.replace("PAGE_LINK",fin) | |
return gr.update(choices=[l for l in link_box],interactive=True) | |
else: | |
return None | |
def get_images(): | |
html_out=f"<style>{css}</style><div class='img_box'>" | |
get_url=f'{main_directory}images/geospace/' | |
feed1 = requests.get(get_url) | |
spl = feed1.text.split("href=") | |
for line in spl: | |
spl2 = line.split(">")[0].strip('""') | |
if spl2.endswith(".png") or spl2.endswith(".gif") or spl2.endswith(".jpg"): | |
print(spl2) | |
html_out+=f'<div class="img_class"><a href="{get_url}{spl2}" target="_blank">{spl2}</a><br><img src={get_url}{spl2}></div>' | |
else: | |
print(spl2) | |
get_url2=f'{main_directory}images/' | |
feed2 = requests.get(get_url2) | |
spl = feed2.text.split("href=") | |
for line2 in spl: | |
spl2 = line2.split(">")[0].strip('""') | |
if spl2.endswith(".png") or spl2.endswith(".gif") or spl2.endswith(".jpg"): | |
print(spl2) | |
html_out+=f'<div class="img_class"><a href="{get_url2}{spl2}" target="_blank">{spl2}</a><br><img src={get_url2}{spl2}></div>' | |
else: | |
print(spl2) | |
html_out+="</div>" | |
return html_out | |
def make_animation(): | |
get_url=f'{main_directory}images/animations/' | |
feed1 = requests.get(get_url) | |
spl = feed1.text.split("href=") | |
files_out=[] | |
for line in spl: | |
gif_box=[] | |
spl2 = line.split(">")[0].strip('""') | |
if spl2.endswith("/"): | |
feed2 = requests.get(f'{get_url}{spl2}') | |
spl3 = feed2.text.split("href=") | |
for line2 in spl3: | |
spl3 = line2.split(">")[0].strip('""') | |
print("$$$$$$$$$$$$$$") | |
print(spl3) | |
if spl3.endswith(".png") or spl3.endswith(".gif") or spl3.endswith(".jpg"): | |
gif_box.append(f'{get_url}{spl2}{spl3}') | |
if gif_box: | |
try: | |
#frames = [Image.open(image) for image in glob.glob(f"{frame_folder}/*.JPG")] | |
frames = [] | |
for i,ea in enumerate(gif_box): | |
print("############") | |
print(ea) | |
urllib.request.urlretrieve(ea,f'tmp{i}.png') | |
frames.append(f'tmp{i}.png') | |
fps=60 | |
uid=uuid.uuid4() | |
clip = ic.ImageSequenceClip(frames, fps = fps) | |
clip.to_gif(f"{uid}.gif",fps=fps) | |
files_out.append(f'{uid}.gif') | |
except Exception as e: | |
print(e) | |
return files_out | |
def make_html(inp_files): | |
html_out=f"<style>{css}</style><div class='img_box'>" | |
for ea in inp_files: | |
print(ea) | |
html_out+=f'<div class="img_class"><img src="file={ea}"></div>' | |
html_out+='</div>' | |
return html_out | |
def make_nasa_soho_videos(): | |
html_out=f"<style>{css}</style><div class='img_box_soho'>" | |
for ea in nasa_soho_mp4: | |
file_name=ea['source'] | |
html_out+=f''' | |
<video width="50%" height="320" controls> | |
<source src="{file_name}" type="video/mp4"> | |
Your browser does not support the video tag. | |
</video>''' | |
#html_out+=f'<div class="img_class_soho"><img src="file={file_name}"></div>' | |
html_out+='</div>' | |
return html_out | |
def make_nasa_soho_images(inp_src: list): | |
html_out="" | |
#html_out=f"<style>{css}</style><div class='img_box_soho'>" | |
for ea in inp_src: | |
file_name=ea['source'] | |
html_out+=f'<div class="img_class_soho"><img src="{file_name}"></div>' | |
#html_out+='</div>' | |
#html_out+=html_in | |
return html_out | |
def make_nasa_soho_image_trigger(): | |
html_in=f"<style>{css}</style><div class='img_box_soho'>" | |
html_in+= make_nasa_soho_images(nasa_images) | |
html_in+= make_nasa_soho_images(sdo_aia_latest) | |
#html_in+= make_nasa_soho_videos() | |
html_in+="</div>" | |
return html_in | |
def nasa_sdo_images(size,obj): | |
if size=="All": | |
size1=9999 | |
else: | |
size1=size | |
html_out="" | |
in_year="2024" | |
in_month="03" | |
in_day="24" | |
file_name="DATE_IDENT_SIZE_TOOL.jpg" | |
sdo_source_format = f"https://sdo.gsfc.nasa.gov/assets/img/browse/{in_year}/{in_month}/{in_day}/" | |
get_url=sdo_source_format | |
print(get_url) | |
feed1 = requests.get(get_url) | |
link_box=[] | |
# Parse the HTML content using BeautifulSoup | |
soup = bs4.BeautifulSoup(feed1.content, 'html.parser') | |
#print(soup) | |
anchor_elements = soup.find_all('a') | |
for element in anchor_elements: | |
href=element.get('href') | |
if href.endswith('.jpg'): | |
ls=href.split("_") | |
src_obj=ls[3].split('.jpg')[0] | |
if src_obj == obj or obj=="All": | |
if int(ls[2]) == int(size1) or if size=="All": | |
link_json={'year':ls[0][0:4],'month':ls[0][4:6],'day':ls[0][6:8],'dump':ls[1],'size':ls[2],'obj':src_obj} | |
#print(href) | |
link_box.append(link_json) | |
#html_out+=f'<div class="img_class"><a href="{get_url}{spl2}" target="_blank">{spl2}</a><br><img src={get_url}{spl2}></div>' | |
return link_box | |
def run(): | |
out=make_tree() | |
im_html=get_images() | |
return out, im_html | |
with gr.Blocks() as app: | |
with gr.Tab("NOAA"): | |
with gr.Tab("Images"): | |
html_im=gr.HTML() | |
with gr.Tab("Animations"): | |
anim_btn=gr.Button() | |
anim_out=gr.HTML() | |
file_out=gr.Files() | |
with gr.Tab("Raw"): | |
with gr.Row(): | |
drop1=gr.Dropdown() | |
drop2=gr.Dropdown() | |
drop3=gr.Dropdown() | |
drop4=gr.Dropdown() | |
load_btn=gr.Button("Load") | |
html_raw=gr.HTML() | |
links=gr.JSON() | |
with gr.Tab("NASA"): | |
with gr.Tab("SDO Images"): | |
with gr.Row(): | |
sdo_drop1=gr.Dropdown(label="Instrument", choices=["All","HMIB","HMIBC","HMIIC","HMIIF","HMID","HMII","HMI171", | |
"0094","0131","0171","0193","0211", | |
"0304","0335","1600","1700","4500", | |
"211193171","211193171n","211193171rg", | |
"094335193","304211171"], value="All") | |
sdo_drop2=gr.Dropdown(label="Size", choices=[256,512,1024,2048,4096,"All"],value=512) | |
sdo_btn=gr.Button("Load") | |
sdo_json=gr.JSON() | |
with gr.Tab("SOHO Images"): | |
soho_btn=gr.Button("Load") | |
html_nasa=gr.HTML() | |
with gr.Tab("SOHO Video"): | |
soho_vid_btn=gr.Button("Load") | |
html_vid_nasa=gr.HTML() | |
###### NASA Images ########## | |
sdo_btn.click(nasa_sdo_images,None,sdo_json) | |
soho_btn.click(make_nasa_soho_image_trigger,None,html_nasa) | |
soho_vid_btn.click(make_nasa_soho_videos,None,html_vid_nasa) | |
###### NOAA Images ########## | |
load_btn.click(load_json,[drop1,drop2,drop3,drop4],[html_raw,links]) | |
anim_btn.click(make_animation,None,[file_out]).then(make_html,file_out,anim_out) | |
####### Raw ############ | |
drop1.change(make_tree,drop1,[drop2]) | |
drop2.change(make_tree,[drop1,drop2],[drop3]) | |
drop3.change(make_tree,[drop1,drop2,drop3],[drop4]) | |
###################### | |
app.load(run,None,[drop1,html_im]) | |
app.queue(default_concurrency_limit=10).launch() |