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import json | ||
import os | ||
from datetime import datetime | ||
from supabase import create_client, Client | ||
from geocodio import GeocodioClient | ||
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from nyserda_scraper import query_nyserda_large, query_nyserda_solar | ||
from nyiso_scraper import query_nyiso | ||
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renewable_energy_set = {'Hydroelectric', 'Land Based Wind', 'Offshore Wind', 'Solar', 'Geothermal', 'Energy Storage', 'Pumped Storage'} | ||
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renewable_energy_map = { | ||
'H': 'Hydroelectric', | ||
'S': 'Solar', | ||
'ES': 'Energy Storage', | ||
'PS': 'Pumped Storage', | ||
'OSW': 'Offshore Wind', | ||
} | ||
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url: str = os.environ.get("NEXT_PUBLIC_SUPABASE_URL") | ||
key: str = os.environ.get("NEXT_PUBLIC_SUPABASE_ANON_KEY") | ||
supabase: Client = create_client(url, key) | ||
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geocode_api: str = os.environ.get("NEXT_PUBLIC_GEOCODIO_API_KEY") | ||
geocodio = GeocodioClient(geocode_api) | ||
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def nyserda_large_to_database(): | ||
database = [] | ||
database.extend(query_nyserda_large()[0:10]) | ||
for project in database: | ||
if project.get('proposed_cod', None) is not None: | ||
ymd = datetime.strptime(project.get('proposed_cod'), '%Y').strftime('%Y-%m-%d') | ||
project['proposed_cod'] = ymd | ||
existing_project = supabase.table("Projects_duplicate").select("*").eq("project_name", project['project_name']).execute() | ||
if len(existing_project.data) > 0: | ||
try: | ||
response= supabase.table("Projects_duplicate").update(project).eq("project_name", project['project_name']).execute() | ||
print('UPDATE', response, '\n') | ||
except Exception as exception: | ||
print(exception) | ||
else: | ||
if (project.get('latitude', None) is not None) and (project.get('longitude', None) is not None): | ||
geocodio_result = geocodio.reverse((project.get('latitude'), project.get('longitude')), fields=['stateleg']).get('results', None) | ||
if geocodio_result is not None: | ||
location = geocodio_result[0] | ||
state_senate_district = int(location['fields']['state_legislative_districts']['senate'][0]['district_number']) | ||
assembly_district = int(location['fields']['state_legislative_districts']['house'][0]['district_number']) | ||
town = location['address_components']['city'] | ||
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project['state_senate_district'] = state_senate_district | ||
project['assembly_district'] = assembly_district | ||
project['town'] = town | ||
try: | ||
response = supabase.table("Projects_duplicate").insert(project).execute() | ||
print('INSERT', response, '\n') | ||
except Exception as exception: | ||
print(exception) | ||
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def nyserda_solar_to_database(): | ||
database = [] | ||
database.extend(query_nyserda_solar()) | ||
for project in database: | ||
if project.get('proposed_cod', None) is not None: | ||
ymd = datetime.fromisoformat(project.get('proposed_cod')).strftime('%Y-%m-%d') | ||
project['proposed_cod'] = ymd | ||
existing_project = supabase.table("Projects_duplicate").select("*").eq("project_name", project['project_name']).execute() | ||
if len(existing_project.data) > 0: | ||
try: | ||
response= supabase.table("Projects_duplicate").update(project).eq("project_name", project['project_name']).execute() | ||
print('UPDATE', response, '\n') | ||
except Exception as exception: | ||
print(exception) | ||
else: | ||
if (project.get('latitude', None) is not None) and (project.get('longitude', None) is not None): | ||
geocodio_result = geocodio.reverse((project.get('latitude'), project.get('longitude')), fields=['stateleg']).get('results', None) | ||
if geocodio_result is not None: | ||
location = geocodio_result[0] | ||
state_senate_district = int(location['fields']['state_legislative_districts']['senate'][0]['district_number']) | ||
assembly_district = int(location['fields']['state_legislative_districts']['house'][0]['district_number']) | ||
town = location['address_components']['city'] | ||
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project['state_senate_district'] = state_senate_district | ||
project['assembly_district'] = assembly_district | ||
project['town'] = town | ||
try: | ||
response = supabase.table("Projects_duplicate").insert(project).execute() | ||
print('INSERT', response, '\n') | ||
except Exception as exception: | ||
print(exception) | ||
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def nyiso_to_database(): | ||
database = [] | ||
database.extend(query_nyiso()) | ||
for project in database: | ||
if project.get('proposed_cod', None) is not None: | ||
try: | ||
ymd = datetime.strptime(project.get('proposed_cod'), '%m-%Y').strftime('%Y-%m-%d') | ||
except Exception as exception: | ||
ymd = datetime.strptime(project.get('proposed_cod'), '%m/%Y').strftime('%Y-%m-%d') | ||
except Exception as exception: | ||
print(exception) | ||
project['proposed_cod'] = ymd | ||
if project.get('renewable_energy_technology', None) in renewable_energy_map.keys(): | ||
project['renewable_energy_technology'] = renewable_energy_map[project.get('renewable_energy_technology')] # maps NYISO acronym to readable renewable energy tech | ||
existing_project = supabase.table("Projects_duplicate").select("*").eq("interconnection_queue_number", project['interconnection_queue_number']).execute() | ||
if len(existing_project.data) > 0: | ||
# TODO: define what fields we want to update | ||
try: | ||
response= supabase.table("Projects_duplicate").update(project).eq("interconnection_queue_number", project['interconnection_queue_number']).execute() | ||
print('UPDATE', response, '\n') | ||
except Exception as exception: | ||
print(exception) | ||
else: | ||
try: | ||
response = supabase.table("Projects_duplicate").insert(project).execute() | ||
print('INSERT', response, '\n') | ||
except Exception as exception: | ||
print(exception) | ||
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''' | ||
For testing | ||
''' | ||
nyserda_large_to_database() | ||
# nyserda_solar_to_database() | ||
# nyiso_to_database() |
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