This is a fun api for some imaginary data scientist to use the script for their projects. The script takes data and does some calcular=tions and 
returns results. Was converted into a package. modify as you wish.

# API Overview for testing data
# Base url = https://prophetapis.pythonanywhere.com/
# Single Signal = https://prophetapis.pythonanywhere.com/v1/signals/1/
# Single Signal Values = https://prophetapis.pythonanywhere.com/v1/signals/1/values/
# Single Signal By Value = https://prophetapis.pythonanywhere.com/v1/signals/1/


 
# Example Usage for the functions.

api_base_url = "https://prophetapis.pythonanywhere.com/v1" 
analyser = Analyser(api_base_url)

signal_ids = analyser.signals(api_base_url)
print(signal_ids)

signal_info = analyser.single_signal(1)
print(signal_info)

signal_values = analyser.get_signal_values(signal_id=1, start="2023-07-10T00:00:00.000Z", end="2023-07-10T03:00:00.000Z", page_size=1, offset=0)
print(signal_values)

get_mean = analyser.get_mean_value(name = "signal1" )
print(get_mean)

get_std = analyser.get_std_value(name = "signal3" )
print(get_std)

get_stats = analyser.get_stats_value(name = "signal2" )
print(get_stats)

get_raw = analyser.raw(batch_size=1000, group='laboratory1')
print(get_raw)