""" World Bank Extra Data Fetcher World Bank extended indicators: climate, poverty, gender, education, health, and governance data beyond basic coverage. """ import sys import json import os import requests from typing import Dict, Any, Optional, List API_KEY = os.environ.get('WORLD_BANK_API_KEY', '') BASE_URL = "https://api.worldbank.org/v2" session = requests.Session() adapter = requests.adapters.HTTPAdapter(pool_connections=10, pool_maxsize=10, max_retries=3) session.mount('https://', adapter) session.mount('http://', adapter) def _make_request(endpoint: str, params: Dict = None) -> Any: url = f"{BASE_URL}/{endpoint}" if not endpoint.startswith('http') else endpoint if params is None: params = {} params["format"] = "json" params["per_page"] = params.get("per_page", 500) try: response = session.get(url, params=params, timeout=30) response.raise_for_status() data = response.json() if isinstance(data, list) and len(data) == 2: return {"metadata": data[0], "data": data[1]} return data except requests.exceptions.HTTPError as e: return {"error": f"HTTP {e.response.status_code}: {str(e)}"} except requests.exceptions.RequestException as e: return {"error": f"Request failed: {str(e)}"} except (json.JSONDecodeError, ValueError) as e: return {"error": f"JSON decode error: {str(e)}"} CLIMATE_INDICATORS = { "co2_emissions": "EN.ATM.CO2E.PC", "renewable_energy": "EG.RNW.TOTL.ZS", "forest_area": "AG.LND.FRST.ZS", "access_clean_fuels": "EG.CFT.ACCS.ZS", "electricity_access": "EG.ELC.ACCS.ZS", } POVERTY_INDICATORS = { "poverty_headcount": "SI.POV.DDAY", "gini": "SI.POV.GINI", "poverty_gap": "SI.POV.GAPS", "bottom_40_income": "SI.DST.FRST.40", } GENDER_INDICATORS = { "female_labor_force": "SL.TLF.TOTL.FE.ZS", "gender_parity_primary": "SE.ENR.PRIM.FM.ZS", "women_parliament": "SG.GEN.PARL.ZS", "maternal_mortality": "SH.STA.MMRT", } EDUCATION_INDICATORS = { "primary_enrollment": "SE.PRM.ENRR", "secondary_enrollment": "SE.SEC.ENRR", "tertiary_enrollment": "SE.TER.ENRR", "literacy_rate": "SE.ADT.LITR.ZS", "govt_education_spend": "SE.XPD.TOTL.GD.ZS", } GOVERNANCE_INDICATORS = { "rule_of_law": "RL.EST", "control_of_corruption": "CC.EST", "government_effectiveness": "GE.EST", "regulatory_quality": "RQ.EST", "voice_accountability": "VA.EST", "political_stability": "PV.EST", } HEALTH_INDICATORS = { "life_expectancy": "SP.DYN.LE00.IN", "infant_mortality": "SP.DYN.IMRT.IN", "health_expenditure": "SH.XPD.CHEX.GD.ZS", "physicians": "SH.MED.PHYS.ZS", "hospital_beds": "SH.MED.BEDS.ZS", "undernourishment": "SN.ITK.DEFC.ZS", } def get_climate_indicators(country: str = "US", indicator: str = "co2_emissions", start_year: str = "2000", end_year: str = "2023") -> Any: ind_code = CLIMATE_INDICATORS.get(indicator, indicator) params = {"date": f"{start_year}:{end_year}"} return _make_request(f"country/{country.upper()}/indicator/{ind_code}", params) def get_poverty_data(country: str = "US", year: str = "2023") -> Any: results = {} for name, code in POVERTY_INDICATORS.items(): data = _make_request(f"country/{country.upper()}/indicator/{code}", {"date": f"2000:{year}"}) results[name] = data return results def get_gender_indicators(country: str = "US", indicator: str = "female_labor_force", year: str = "2023") -> Any: ind_code = GENDER_INDICATORS.get(indicator, indicator) params = {"date": f"2000:{year}"} return _make_request(f"country/{country.upper()}/indicator/{ind_code}", params) def get_education_data(country: str = "US", indicator: str = "primary_enrollment", year: str = "2023") -> Any: ind_code = EDUCATION_INDICATORS.get(indicator, indicator) params = {"date": f"2000:{year}"} return _make_request(f"country/{country.upper()}/indicator/{ind_code}", params) def get_governance_indicators(country: str = "US", year: str = "2023") -> Any: results = {} for name, code in GOVERNANCE_INDICATORS.items(): data = _make_request(f"country/{country.upper()}/indicator/{code}", {"date": f"2000:{year}"}) results[name] = data return results def get_health_indicators(country: str = "US", indicator: str = "life_expectancy", year: str = "2023") -> Any: ind_code = HEALTH_INDICATORS.get(indicator, indicator) params = {"date": f"2000:{year}"} return _make_request(f"country/{country.upper()}/indicator/{ind_code}", params) def main(args=None): if args is None: args = sys.argv[1:] if not args: print(json.dumps({"error": "No command provided"})) return command = args[0] result = {"error": f"Unknown command: {command}"} if command == "climate": country = args[1] if len(args) > 1 else "US" indicator = args[2] if len(args) > 2 else "co2_emissions" start_year = args[3] if len(args) > 3 else "2000" end_year = args[4] if len(args) > 4 else "2023" result = get_climate_indicators(country, indicator, start_year, end_year) elif command == "poverty": country = args[1] if len(args) > 1 else "US" year = args[2] if len(args) > 2 else "2023" result = get_poverty_data(country, year) elif command == "gender": country = args[1] if len(args) > 1 else "US" indicator = args[2] if len(args) > 2 else "female_labor_force" year = args[3] if len(args) > 3 else "2023" result = get_gender_indicators(country, indicator, year) elif command == "education": country = args[1] if len(args) > 1 else "US" indicator = args[2] if len(args) > 2 else "primary_enrollment" year = args[3] if len(args) > 3 else "2023" result = get_education_data(country, indicator, year) elif command == "governance": country = args[1] if len(args) > 1 else "US" year = args[2] if len(args) > 2 else "2023" result = get_governance_indicators(country, year) elif command == "health": country = args[1] if len(args) > 1 else "US" indicator = args[2] if len(args) > 2 else "life_expectancy" year = args[3] if len(args) > 3 else "2023" result = get_health_indicators(country, indicator, year) print(json.dumps(result)) if __name__ == "__main__": main()