# set get_data=True the first time through, then False for subsequent runs with the stored sounding in save_sounding.csv and metada.json
# In[4]:
get_data = True
metafile = 'metadata.json'
soundingfile = 'save_sounding.csv'
if get_data:
values = dict(region='naconf',
year='2012',
month='7',
start='0100',
stop='3000',
station='72340')
write_soundings(values, 'littlerock')
soundings = read_soundings('littlerock')
the_time = (2012, 7, 17, 0)
sounding = soundings['sounding_dict'][the_time]
sounding.to_csv(soundingfile)
title_string = soundings['attributes']['header']
index = title_string.find(' Observations at')
location = title_string[:index]
print(f'location: {location}')
units = soundings['attributes']['units'].split(';')
units_dict = {}
for count, var in enumerate(sounding.columns[1:]):
units_dict[var] = units[count]
soundings['attributes']['location'] = location
soundings['attributes']['units'] = units
soundings['attributes']['time'] = the_time
soundings['attributes']['history'] = 'written by mixing_line_calc'
start='0100',
stop='1800',
station='72261')
# %% [markdown]
# Write the soundings into a folder called soundingdir
# %%
sounding_dir = context.data_dir / 'delrio'
write_soundings(values, sounding_dir)
# %% [markdown]
# # Read the soundings back into python
# %%
soundings = read_soundings(sounding_dir)
# %% [markdown]
# # Examine the nested dictionaries inside soundings
# %%
print((f'soundings keys: {list(soundings.keys())}\n'),
(f'soundings attributes: {list(soundings["attributes"])}\n'),
(f'sounding_dict keys: {list(soundings["sounding_dict"].keys())}'))
# %% [markdown]
# # Get the first pandas dataframe
# %%
target_date = list(soundings['sounding_dict'].keys())[0]
print(f"retrieving {target_date}")
month='7',
start='0100',
stop='1800',
station='72451')
# Write the soundings into a folder called soundingdir
# In[5]:
write_soundings(values, 'soundingdir')
# # Read the soundings back into python
# In[6]:
soundings = read_soundings('soundingdir')
# # Examine the nested dictionaries inside soundings
# In[7]:
print((f'soundings keys: {list(soundings.keys())}\n'),
(f'soundings attributes: {list(soundings["attributes"])}\n'),
(f'sounding_dict keys: {list(soundings["sounding_dict"].keys())}'))
# # Get the first sounding
# In[8]:
target_date = list(soundings['sounding_dict'].keys())[0]
the_sounding = soundings['sounding_dict'][target_date]