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streamlit_app.py
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from nrel_psm3_2_epw.assets import download_epw
import base64
import json
import pickle
import uuid
import re
import streamlit as st
import pandas as pd
import os
from datetime import datetime
# Draw a title and some text to the app:
'''
# NREL-PSM3-2-EPW `v3.2.2`
This script converts climate data from NREL to the EnergyPlus EPW format.
If you do not have an API key, please request one [here](https://developer.nrel.gov/signup).
'''
api_key = st.text_input('Please provide your own api key here:',
max_chars=None, type="password")
'''
Please provide _Lat_, _Lon_, _Location_, and _Year_.
'''
lat = st.text_input('Lat:', value=33.770, max_chars=None, type='default')
lon = st.text_input('Lon:', value=-84.3824, max_chars=None, type='default')
location = st.text_input('Location (just used to name the file):', value="Atlanta", max_chars=None, type='default')
year = st.text_input('Year:', value=2020, max_chars=None, type='default')
attributes = 'air_temperature,clearsky_dhi,clearsky_dni,clearsky_ghi,cloud_type,dew_point,dhi,dni,fill_flag,ghi,' \
'relative_humidity,solar_zenith_angle,surface_albedo,surface_pressure,total_precipitable_water,' \
'wind_direction,wind_speed,ghuv-280-400,ghuv-295-385'
interval = '60'
utc = 'false'
your_name = "John+Doe"
reason_for_use = 'beta+testing'
your_affiliation = 'aaa'
mailing_list = 'false'
leap_year = 'true'
def download_button(object_to_download, download_filename, button_text, pickle_it=False):
"""
Generates a link to download the given object_to_download.
Params:
------
object_to_download: The object to be downloaded.
download_filename (str): filename and extension of file. e.g. mydata.csv,
some_txt_output.txt download_link_text (str): Text to display for download
link.
button_text (str): Text to display on download button (e.g. 'click here to download file')
pickle_it (bool): If True, pickle file.
Returns:
-------
(str): the anchor tag to download object_to_download
Examples:
--------
download_link(your_df, 'YOUR_DF.csv', 'Click to download data!')
download_link(your_str, 'YOUR_STRING.txt', 'Click to download text!')
"""
if pickle_it:
try:
object_to_download = pickle.dumps(object_to_download)
except pickle.PicklingError as e:
st.write(e)
return None
else:
if isinstance(object_to_download, bytes):
pass
elif isinstance(object_to_download, pd.DataFrame):
object_to_download = object_to_download.to_csv(index=False)
# Try JSON encode for everything else
else:
object_to_download = json.dumps(object_to_download)
try:
# some strings <-> bytes conversions necessary here
b64 = base64.b64encode(object_to_download.encode()).decode()
except AttributeError as e:
b64 = base64.b64encode(object_to_download).decode()
button_uuid = str(uuid.uuid4()).replace('-', '')
button_id = re.sub('\d+', '', button_uuid)
custom_css = f"""
<style>
#{button_id} {{
background-color: rgb(255, 255, 255);
color: rgb(38, 39, 48);
padding: 0.25em 0.38em;
position: relative;
text-decoration: none;
border-radius: 4px;
border-width: 1px;
border-style: solid;
border-color: rgb(230, 234, 241);
border-image: initial;
}}
#{button_id}:hover {{
border-color: rgb(246, 51, 102);
color: rgb(246, 51, 102);
}}
#{button_id}:active {{
box-shadow: none;
background-color: rgb(246, 51, 102);
color: white;
}}
</style> """
dl_link = custom_css + f'<a download="{download_filename}" id="{button_id}" href="data:file/txt;base64,{b64}">{button_text}</a><br></br>'
return dl_link
if st.button('Request from NREL'):
if api_key == "":
st.write("Please provide a valid API key.")
else:
current_year = datetime.now().year
if int(year) in (current_year, current_year - 1):
st.write(f"NREL does not provide data for the current year {year}. "
f"It is also unlikely that there is data availability for {int(year) - 1}.")
st.stop()
elif int(year) < 1998:
st.write(f"NREL does not provide data for the year {year}. "
f"The earliest year data is available for is 1998.")
st.stop()
st.write("Requesting data from NREL...")
file_name = download_epw(lon, lat, int(year), location, attributes, interval, utc, your_name,
api_key, reason_for_use, your_affiliation, your_email, mailing_list, leap_year)
if os.path.exists(file_name):
with open(file_name, 'rb') as f:
s = f.read()
download_button_str = download_button(s, file_name, 'Download EPW')
st.markdown(download_button_str, unsafe_allow_html=True)
else:
st.write("Please make sure that NREL is able to deliver data for the location and year your provided.")
st.stop()