@ -5,25 +5,21 @@ This script demonstrates the comprehensive democratic functionality of the EuroS
including bill introduction , committee work , parliamentary debates , and democratic voting .
"""
import json
import time
from datetime import datetime
# Import directly from the file
from euroswarm_parliament import (
EuroSwarmParliament ,
VoteType ,
ParliamentaryRole ,
ParliamentaryMember
)
def demonstrate_parliament_initialization ( ) :
""" Demonstrate parliament initialization and basic functionality with cost optimization. """
print ( " \n EUROSWARM PARLIAMENT INITIALIZATION DEMONSTRATION (COST OPTIMIZED) " )
print (
" \n EUROSWARM PARLIAMENT INITIALIZATION DEMONSTRATION (COST OPTIMIZED) "
)
print ( " = " * 60 )
# Initialize the parliament with cost optimization
parliament = EuroSwarmParliament (
eu_data_file = " EU.xml " ,
@ -35,487 +31,632 @@ def demonstrate_parliament_initialization():
enable_caching = True , # NEW: Enable response caching
batch_size = 25 , # NEW: Batch size for concurrent execution
budget_limit = 100.0 , # NEW: Budget limit in dollars
verbose = True
verbose = True ,
)
print ( f " Parliament initialized with { len ( parliament . meps ) } MEPs " )
# Show parliament composition with cost stats
composition = parliament . get_parliament_composition ( )
print ( f " \n PARLIAMENT COMPOSITION: " )
print ( " \n PARLIAMENT COMPOSITION: " )
print ( f " Total MEPs: { composition [ ' total_meps ' ] } " )
print ( f " Loaded MEPs: { composition [ ' loaded_meps ' ] } (lazy loading active) " )
print ( f " \n COST OPTIMIZATION: " )
cost_stats = composition [ ' cost_stats ' ]
print ( f " Budget Limit: $ { cost_stats [ ' budget_remaining ' ] + cost_stats [ ' total_cost ' ] : .2f } " )
print (
f " Loaded MEPs: { composition [ ' loaded_meps ' ] } (lazy loading active) "
)
print ( " \n COST OPTIMIZATION: " )
cost_stats = composition [ " cost_stats " ]
print (
f " Budget Limit: $ { cost_stats [ ' budget_remaining ' ] + cost_stats [ ' total_cost ' ] : .2f } "
)
print ( f " Budget Used: $ { cost_stats [ ' total_cost ' ] : .2f } " )
print ( f " Budget Remaining: $ { cost_stats [ ' budget_remaining ' ] : .2f } " )
print ( f " Cache Hit Rate: { cost_stats [ ' cache_hit_rate ' ] : .1% } " )
print ( f " \n POLITICAL GROUP DISTRIBUTION: " )
for group , data in composition [ ' political_groups ' ] . items ( ) :
count = data [ ' count ' ]
percentage = data [ ' percentage ' ]
print ( " \n POLITICAL GROUP DISTRIBUTION: " )
for group , data in composition [ " political_groups " ] . items ( ) :
count = data [ " count " ]
percentage = data [ " percentage " ]
print ( f " { group } : { count } MEPs ( { percentage : .1f } %) " )
print ( f " \n COMMITTEE LEADERSHIP: " )
for committee_name , committee_data in composition [ ' committees ' ] . items ( ) :
chair = committee_data [ ' chair ' ]
print ( " \n COMMITTEE LEADERSHIP: " )
for committee_name , committee_data in composition [
" committees "
] . items ( ) :
chair = committee_data [ " chair " ]
if chair :
print ( f " { committee_name } : { chair } " )
return parliament
def demonstrate_individual_mep_interaction ( parliament ) :
""" Demonstrate individual MEP interaction and personality. """
print ( " \n INDIVIDUAL MEP INTERACTION DEMONSTRATION " )
print ( " = " * 60 )
# Get a sample MEP
sample_mep_name = list ( parliament . meps . keys ( ) ) [ 0 ]
sample_mep = parliament . meps [ sample_mep_name ]
print ( f " Sample MEP: { sample_mep . full_name } " )
print ( f " Country: { sample_mep . country } " )
print ( f " Political Group: { sample_mep . political_group } " )
print ( f " National Party: { sample_mep . national_party } " )
print ( f " Committees: { ' , ' . join ( sample_mep . committees ) } " )
print ( f " Expertise Areas: { ' , ' . join ( sample_mep . expertise_areas ) } " )
# Test MEP agent interaction
if sample_mep . agent :
test_prompt = " What are your views on European integration and how do you approach cross-border cooperation? "
print ( f " \n MEP Response to: ' { test_prompt } ' " )
print ( " - " * 50 )
try :
response = sample_mep . agent . run ( test_prompt )
print ( response [ : 500 ] + " ... " if len ( response ) > 500 else response )
print (
response [ : 500 ] + " ... "
if len ( response ) > 500
else response
)
except Exception as e :
print ( f " Error getting MEP response: { e } " )
def demonstrate_committee_work ( parliament ) :
""" Demonstrate committee work and hearings. """
print ( " \n COMMITTEE WORK DEMONSTRATION " )
print ( " = " * 60 )
# Get a real MEP as sponsor
sponsor = list ( parliament . meps . keys ( ) ) [ 0 ]
# Create a test bill
bill = parliament . introduce_bill (
title = " European Digital Rights and Privacy Protection Act " ,
description = " Comprehensive legislation to strengthen digital rights, enhance privacy protection, and establish clear guidelines for data handling across the European Union. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Legal Affairs " ,
sponsor = sponsor
sponsor = sponsor ,
)
print ( f " Bill: { bill . title } " )
print ( f " Committee: { bill . committee } " )
print ( f " Sponsor: { bill . sponsor } " )
# Conduct committee hearing
print ( f " \n CONDUCTING COMMITTEE HEARING... " )
hearing_result = parliament . conduct_committee_hearing ( bill . committee , bill )
print ( " \n CONDUCTING COMMITTEE HEARING... " )
hearing_result = parliament . conduct_committee_hearing (
bill . committee , bill
)
print ( f " Committee: { hearing_result [ ' committee ' ] } " )
print ( f " Participants: { len ( hearing_result [ ' participants ' ] ) } MEPs " )
print ( f " Recommendation: { hearing_result [ ' recommendations ' ] [ ' recommendation ' ] } " )
print ( f " Support: { hearing_result [ ' recommendations ' ] [ ' support_percentage ' ] : .1f } % " )
print ( f " Oppose: { hearing_result [ ' recommendations ' ] [ ' oppose_percentage ' ] : .1f } % " )
print ( f " Amend: { hearing_result [ ' recommendations ' ] [ ' amend_percentage ' ] : .1f } % " )
print (
f " Recommendation: { hearing_result [ ' recommendations ' ] [ ' recommendation ' ] } "
)
print (
f " Support: { hearing_result [ ' recommendations ' ] [ ' support_percentage ' ] : .1f } % "
)
print (
f " Oppose: { hearing_result [ ' recommendations ' ] [ ' oppose_percentage ' ] : .1f } % "
)
print (
f " Amend: { hearing_result [ ' recommendations ' ] [ ' amend_percentage ' ] : .1f } % "
)
def demonstrate_parliamentary_debate ( parliament ) :
""" Demonstrate parliamentary debate functionality. """
print ( " \n PARLIAMENTARY DEBATE DEMONSTRATION " )
print ( " = " * 60 )
# Get a real MEP as sponsor
sponsor = list ( parliament . meps . keys ( ) ) [ 1 ]
# Create a test bill
bill = parliament . introduce_bill (
title = " European Green Deal Implementation Act " ,
description = " Legislation to implement the European Green Deal, including carbon neutrality targets, renewable energy investments, and sustainable development measures. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Environment, Public Health and Food Safety " ,
sponsor = sponsor
sponsor = sponsor ,
)
print ( f " Bill: { bill . title } " )
print ( f " Description: { bill . description } " )
# Conduct parliamentary debate
print ( f " \n CONDUCTING PARLIAMENTARY DEBATE... " )
debate_result = parliament . conduct_parliamentary_debate ( bill , max_speakers = 10 )
print ( f " Debate Participants: { len ( debate_result [ ' participants ' ] ) } MEPs " )
print ( f " Debate Analysis: " )
print ( f " Support: { debate_result [ ' analysis ' ] [ ' support_count ' ] } speakers ( { debate_result [ ' analysis ' ] [ ' support_percentage ' ] : .1f } %) " )
print ( f " Oppose: { debate_result [ ' analysis ' ] [ ' oppose_count ' ] } speakers ( { debate_result [ ' analysis ' ] [ ' oppose_percentage ' ] : .1f } %) " )
print ( f " Neutral: { debate_result [ ' analysis ' ] [ ' neutral_count ' ] } speakers ( { debate_result [ ' analysis ' ] [ ' neutral_percentage ' ] : .1f } %) " )
print ( " \n CONDUCTING PARLIAMENTARY DEBATE... " )
debate_result = parliament . conduct_parliamentary_debate (
bill , max_speakers = 10
)
print (
f " Debate Participants: { len ( debate_result [ ' participants ' ] ) } MEPs "
)
print ( " Debate Analysis: " )
print (
f " Support: { debate_result [ ' analysis ' ] [ ' support_count ' ] } speakers ( { debate_result [ ' analysis ' ] [ ' support_percentage ' ] : .1f } %) "
)
print (
f " Oppose: { debate_result [ ' analysis ' ] [ ' oppose_count ' ] } speakers ( { debate_result [ ' analysis ' ] [ ' oppose_percentage ' ] : .1f } %) "
)
print (
f " Neutral: { debate_result [ ' analysis ' ] [ ' neutral_count ' ] } speakers ( { debate_result [ ' analysis ' ] [ ' neutral_percentage ' ] : .1f } %) "
)
def demonstrate_democratic_voting ( parliament ) :
""" Demonstrate democratic voting functionality. """
print ( " \n DEMOCRATIC VOTING DEMONSTRATION " )
print ( " = " * 60 )
# Get a real MEP as sponsor
sponsor = list ( parliament . meps . keys ( ) ) [ 2 ]
# Create a test bill
bill = parliament . introduce_bill (
title = " European Social Rights and Labor Protection Act " ,
description = " Legislation to strengthen social rights, improve labor conditions, and ensure fair treatment of workers across the European Union. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Employment and Social Affairs " ,
sponsor = sponsor
sponsor = sponsor ,
)
print ( f " Bill: { bill . title } " )
print ( f " Sponsor: { bill . sponsor } " )
# Conduct democratic vote
print ( f " \n CONDUCTING DEMOCRATIC VOTE... " )
print ( " \n CONDUCTING DEMOCRATIC VOTE... " )
vote_result = parliament . conduct_democratic_vote ( bill )
# Calculate percentages
total_votes = vote_result . votes_for + vote_result . votes_against + vote_result . abstentions
in_favor_percentage = ( vote_result . votes_for / total_votes * 100 ) if total_votes > 0 else 0
against_percentage = ( vote_result . votes_against / total_votes * 100 ) if total_votes > 0 else 0
abstentions_percentage = ( vote_result . abstentions / total_votes * 100 ) if total_votes > 0 else 0
print ( f " Vote Results: " )
total_votes = (
vote_result . votes_for
+ vote_result . votes_against
+ vote_result . abstentions
)
in_favor_percentage = (
( vote_result . votes_for / total_votes * 100 )
if total_votes > 0
else 0
)
against_percentage = (
( vote_result . votes_against / total_votes * 100 )
if total_votes > 0
else 0
)
abstentions_percentage = (
( vote_result . abstentions / total_votes * 100 )
if total_votes > 0
else 0
)
print ( " Vote Results: " )
print ( f " Total Votes: { total_votes } " )
print ( f " In Favor: { vote_result . votes_for } ( { in_favor_percentage : .1f } %) " )
print ( f " Against: { vote_result . votes_against } ( { against_percentage : .1f } %) " )
print ( f " Abstentions: { vote_result . abstentions } ( { abstentions_percentage : .1f } %) " )
print (
f " In Favor: { vote_result . votes_for } ( { in_favor_percentage : .1f } %) "
)
print (
f " Against: { vote_result . votes_against } ( { against_percentage : .1f } %) "
)
print (
f " Abstentions: { vote_result . abstentions } ( { abstentions_percentage : .1f } %) "
)
print ( f " Result: { vote_result . result . value } " )
# Show political group breakdown if available
if hasattr ( vote_result , ' group_votes ' ) and vote_result . group_votes :
print ( f " \n POLITICAL GROUP BREAKDOWN: " )
if (
hasattr ( vote_result , " group_votes " )
and vote_result . group_votes
) :
print ( " \n POLITICAL GROUP BREAKDOWN: " )
for group , votes in vote_result . group_votes . items ( ) :
print ( f " { group } : { votes [ ' in_favor ' ] } / { votes [ ' total ' ] } in favor ( { votes [ ' percentage ' ] : .1f } %) " )
print (
f " { group } : { votes [ ' in_favor ' ] } / { votes [ ' total ' ] } in favor ( { votes [ ' percentage ' ] : .1f } %) "
)
else :
print ( f " \n Individual votes recorded: { len ( vote_result . individual_votes ) } MEPs " )
print (
f " \n Individual votes recorded: { len ( vote_result . individual_votes ) } MEPs "
)
def demonstrate_complete_democratic_session ( parliament ) :
""" Demonstrate a complete democratic parliamentary session. """
print ( " \n COMPLETE DEMOCRATIC SESSION DEMONSTRATION " )
print ( " = " * 60 )
# Get a real MEP as sponsor
sponsor = list ( parliament . meps . keys ( ) ) [ 3 ]
# Run complete session
session_result = parliament . run_democratic_session (
bill_title = " European Innovation and Technology Advancement Act " ,
bill_description = " Comprehensive legislation to promote innovation, support technology startups, and establish Europe as a global leader in digital transformation and technological advancement. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Industry, Research and Energy " ,
sponsor = sponsor
sponsor = sponsor ,
)
print ( f " Session Results: " )
print ( " Session Results: " )
print ( f " Bill: { session_result [ ' bill ' ] . title } " )
print ( f " Committee Hearing: { session_result [ ' hearing ' ] [ ' recommendations ' ] [ ' recommendation ' ] } " )
print ( f " Debate Participants: { len ( session_result [ ' debate ' ] [ ' participants ' ] ) } MEPs " )
print (
f " Committee Hearing: { session_result [ ' hearing ' ] [ ' recommendations ' ] [ ' recommendation ' ] } "
)
print (
f " Debate Participants: { len ( session_result [ ' debate ' ] [ ' participants ' ] ) } MEPs "
)
print ( f " Final Vote: { session_result [ ' vote ' ] [ ' result ' ] } " )
print ( f " Vote Margin: { session_result [ ' vote ' ] [ ' in_favor_percentage ' ] : .1f } % in favor " )
print (
f " Vote Margin: { session_result [ ' vote ' ] [ ' in_favor_percentage ' ] : .1f } % in favor "
)
def demonstrate_political_analysis ( parliament ) :
""" Demonstrate political analysis and voting prediction. """
print ( " \n POLITICAL ANALYSIS DEMONSTRATION " )
print ( " = " * 60 )
# Get a real MEP as sponsor
sponsor = list ( parliament . meps . keys ( ) ) [ 4 ]
# Create a test bill
bill = parliament . introduce_bill (
title = " European Climate Action and Sustainability Act " ,
description = " Comprehensive climate action legislation including carbon pricing, renewable energy targets, and sustainable development measures. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Environment, Public Health and Food Safety " ,
sponsor = sponsor
sponsor = sponsor ,
)
print ( f " Bill: { bill . title } " )
print ( f " Sponsor: { bill . sponsor } " )
# Analyze political landscape
analysis = parliament . analyze_political_landscape ( bill )
print ( f " \n POLITICAL LANDSCAPE ANALYSIS: " )
print ( " \n POLITICAL LANDSCAPE ANALYSIS: " )
print ( f " Overall Support: { analysis [ ' overall_support ' ] : .1f } % " )
print ( f " Opposition: { analysis [ ' opposition ' ] : .1f } % " )
print ( f " Uncertainty: { analysis [ ' uncertainty ' ] : .1f } % " )
print ( f " \n POLITICAL GROUP ANALYSIS: " )
for group , data in analysis [ ' group_analysis ' ] . items ( ) :
print ( f " { group } : { data [ ' support ' ] : .1f } % support, { data [ ' opposition ' ] : .1f } % opposition " )
print ( " \n POLITICAL GROUP ANALYSIS: " )
for group , data in analysis [ " group_analysis " ] . items ( ) :
print (
f " { group } : { data [ ' support ' ] : .1f } % support, { data [ ' opposition ' ] : .1f } % opposition "
)
def demonstrate_hierarchical_democratic_voting ( parliament ) :
""" Demonstrate hierarchical democratic voting with political group boards. """
print ( " \n HIERARCHICAL DEMOCRATIC VOTING DEMONSTRATION " )
print ( " = " * 60 )
# Get a real MEP as sponsor
sponsor = list ( parliament . meps . keys ( ) ) [ 5 ]
# Create a test bill
bill = parliament . introduce_bill (
title = " European Climate Action and Sustainability Act " ,
description = " Comprehensive climate action legislation including carbon pricing, renewable energy targets, and sustainable development measures. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Environment, Public Health and Food Safety " ,
sponsor = sponsor
sponsor = sponsor ,
)
print ( f " Bill: { bill . title } " )
print ( f " Sponsor: { bill . sponsor } " )
# Conduct hierarchical vote
print ( f " \n CONDUCTING HIERARCHICAL DEMOCRATIC VOTE... " )
hierarchical_result = parliament . conduct_hierarchical_democratic_vote ( bill )
print ( f " Hierarchical Vote Results: " )
print ( " \n CONDUCTING HIERARCHICAL DEMOCRATIC VOTE... " )
hierarchical_result = (
parliament . conduct_hierarchical_democratic_vote ( bill )
)
print ( " Hierarchical Vote Results: " )
print ( f " Total Votes: { hierarchical_result [ ' total_votes ' ] } " )
print ( f " In Favor: { hierarchical_result [ ' in_favor ' ] } ( { hierarchical_result [ ' in_favor_percentage ' ] : .1f } %) " )
print ( f " Against: { hierarchical_result [ ' against ' ] } ( { hierarchical_result [ ' against_percentage ' ] : .1f } %) " )
print (
f " In Favor: { hierarchical_result [ ' in_favor ' ] } ( { hierarchical_result [ ' in_favor_percentage ' ] : .1f } %) "
)
print (
f " Against: { hierarchical_result [ ' against ' ] } ( { hierarchical_result [ ' against_percentage ' ] : .1f } %) "
)
print ( f " Result: { hierarchical_result [ ' result ' ] } " )
print ( f " \n POLITICAL GROUP BOARD DECISIONS: " )
for group , decision in hierarchical_result [ ' group_decisions ' ] . items ( ) :
print ( f " { group } : { decision [ ' decision ' ] } ( { decision [ ' confidence ' ] : .1f } % confidence) " )
print ( " \n POLITICAL GROUP BOARD DECISIONS: " )
for group , decision in hierarchical_result [
" group_decisions "
] . items ( ) :
print (
f " { group } : { decision [ ' decision ' ] } ( { decision [ ' confidence ' ] : .1f } % confidence) "
)
def demonstrate_complete_hierarchical_session ( parliament ) :
""" Demonstrate a complete hierarchical democratic session. """
print ( " \n COMPLETE HIERARCHICAL DEMOCRATIC SESSION DEMONSTRATION " )
print ( " = " * 60 )
# Get a real MEP as sponsor
sponsor = list ( parliament . meps . keys ( ) ) [ 6 ]
# Run complete hierarchical session
session_result = parliament . run_hierarchical_democratic_session (
bill_title = " European Climate Action and Sustainability Act " ,
bill_description = " Comprehensive climate action legislation including carbon pricing, renewable energy targets, and sustainable development measures. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Environment, Public Health and Food Safety " ,
sponsor = sponsor
sponsor = sponsor ,
)
print ( f " Hierarchical Session Results: " )
print ( " Hierarchical Session Results: " )
print ( f " Bill: { session_result [ ' bill ' ] . title } " )
print ( f " Committee Hearing: { session_result [ ' hearing ' ] [ ' recommendations ' ] [ ' recommendation ' ] } " )
print ( f " Debate Participants: { len ( session_result [ ' debate ' ] [ ' participants ' ] ) } MEPs " )
print (
f " Committee Hearing: { session_result [ ' hearing ' ] [ ' recommendations ' ] [ ' recommendation ' ] } "
)
print (
f " Debate Participants: { len ( session_result [ ' debate ' ] [ ' participants ' ] ) } MEPs "
)
print ( f " Final Vote: { session_result [ ' vote ' ] [ ' result ' ] } " )
print ( f " Vote Margin: { session_result [ ' vote ' ] [ ' in_favor_percentage ' ] : .1f } % in favor " )
print (
f " Vote Margin: { session_result [ ' vote ' ] [ ' in_favor_percentage ' ] : .1f } % in favor "
)
def demonstrate_wikipedia_personalities ( parliament ) :
""" Demonstrate the Wikipedia personality system for realistic MEP behavior. """
print ( " \n WIKIPEDIA PERSONALITY SYSTEM DEMONSTRATION " )
print ( " = " * 60 )
# Check if Wikipedia personalities are available
if not parliament . enable_wikipedia_personalities :
print ( " Wikipedia personality system not available " )
print ( " To enable: Install required dependencies and run Wikipedia scraper " )
print (
" To enable: Install required dependencies and run Wikipedia scraper "
)
return
print ( f " Wikipedia personality system enabled " )
print ( f " Loaded { len ( parliament . personality_profiles ) } personality profiles " )
print ( " Wikipedia personality system enabled " )
print (
f " Loaded { len ( parliament . personality_profiles ) } personality profiles "
)
# Show sample personality profiles
print ( f " \n SAMPLE PERSONALITY PROFILES: " )
print ( " \n SAMPLE PERSONALITY PROFILES: " )
print ( " - " * 40 )
sample_count = 0
for mep_name , profile in parliament . personality_profiles . items ( ) :
if sample_count > = 3 : # Show only 3 samples
break
print ( f " \n { mep_name } " )
print ( f " Wikipedia URL: { profile . wikipedia_url if profile . wikipedia_url else ' Not available ' } " )
print ( f " Summary: { profile . summary [ : 200 ] } ... " if profile . summary else " No summary available " )
print ( f " Political Views: { profile . political_views [ : 150 ] } ... " if profile . political_views else " Based on party alignment " )
print ( f " Policy Focus: { profile . policy_focus [ : 150 ] } ... " if profile . policy_focus else " General parliamentary work " )
print ( f " Achievements: { profile . achievements [ : 150 ] } ... " if profile . achievements else " Parliamentary service " )
print (
f " Wikipedia URL: { profile . wikipedia_url if profile . wikipedia_url else ' Not available ' } "
)
print (
f " Summary: { profile . summary [ : 200 ] } ... "
if profile . summary
else " No summary available "
)
print (
f " Political Views: { profile . political_views [ : 150 ] } ... "
if profile . political_views
else " Based on party alignment "
)
print (
f " Policy Focus: { profile . policy_focus [ : 150 ] } ... "
if profile . policy_focus
else " General parliamentary work "
)
print (
f " Achievements: { profile . achievements [ : 150 ] } ... "
if profile . achievements
else " Parliamentary service "
)
print ( f " Last Updated: { profile . last_updated } " )
sample_count + = 1
# Demonstrate personality-driven voting
print ( f " \n PERSONALITY-DRIVEN VOTING DEMONSTRATION: " )
print ( " \n PERSONALITY-DRIVEN VOTING DEMONSTRATION: " )
print ( " - " * 50 )
# Create a test bill that would trigger different personality responses
bill = parliament . introduce_bill (
title = " European Climate Action and Green Technology Investment Act " ,
description = " Comprehensive legislation to accelerate Europe ' s transition to renewable energy, including massive investments in green technology, carbon pricing mechanisms, and support for affected industries and workers. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Environment " ,
sponsor = " Climate Action Leader "
sponsor = " Climate Action Leader " ,
)
print ( f " Bill: { bill . title } " )
print ( f " Description: { bill . description } " )
# Show how different MEPs with Wikipedia personalities would respond
print ( f " \n PERSONALITY-BASED RESPONSES: " )
print ( " \n PERSONALITY-BASED RESPONSES: " )
print ( " - " * 40 )
sample_meps = list ( parliament . personality_profiles . keys ( ) ) [ : 3 ]
for mep_name in sample_meps :
mep = parliament . meps . get ( mep_name )
profile = parliament . personality_profiles . get ( mep_name )
if mep and profile :
print ( f " \n { mep_name } ( { mep . political_group } ) " )
# Show personality influence
if profile . political_views :
print ( f " Political Views: { profile . political_views [ : 100 ] } ... " )
print (
f " Political Views: { profile . political_views [ : 100 ] } ... "
)
if profile . policy_focus :
print ( f " Policy Focus: { profile . policy_focus [ : 100 ] } ... " )
print (
f " Policy Focus: { profile . policy_focus [ : 100 ] } ... "
)
# Predict voting behavior based on personality
if " environment " in profile . policy_focus . lower ( ) or " climate " in profile . political_views . lower ( ) :
if (
" environment " in profile . policy_focus . lower ( )
or " climate " in profile . political_views . lower ( )
) :
predicted_vote = " LIKELY SUPPORT "
reasoning = " Environmental policy focus and climate advocacy "
elif " economic " in profile . policy_focus . lower ( ) or " business " in profile . political_views . lower ( ) :
reasoning = (
" Environmental policy focus and climate advocacy "
)
elif (
" economic " in profile . policy_focus . lower ( )
or " business " in profile . political_views . lower ( )
) :
predicted_vote = " LIKELY OPPOSE "
reasoning = " Economic concerns about investment costs "
else :
predicted_vote = " UNCERTAIN "
reasoning = " Mixed considerations based on party alignment "
reasoning = (
" Mixed considerations based on party alignment "
)
print ( f " Predicted Vote: { predicted_vote } " )
print ( f " Reasoning: { reasoning } " )
# Demonstrate scraping functionality
print ( f " \n WIKIPEDIA SCRAPING CAPABILITIES: " )
print ( " \n WIKIPEDIA SCRAPING CAPABILITIES: " )
print ( " - " * 50 )
print ( " Can scrape Wikipedia data for all 717 MEPs " )
print ( " Extracts political views, career history, and achievements " )
print (
" Extracts political views, career history, and achievements "
)
print ( " Creates detailed personality profiles in JSON format " )
print ( " Integrates real personality data into AI agent system prompts " )
print (
" Integrates real personality data into AI agent system prompts "
)
print ( " Enables realistic, personality-driven voting behavior " )
print ( " Respectful API usage with configurable delays " )
print ( f " \n To scrape all MEP personalities: " )
print ( " \n To scrape all MEP personalities: " )
print ( " parliament.scrape_wikipedia_personalities(delay=1.0) " )
print ( " # This will create personality profiles for all 717 MEPs " )
print (
" # This will create personality profiles for all 717 MEPs "
)
print ( " # Profiles are saved in ' mep_personalities/ ' directory " )
def demonstrate_optimized_parliamentary_session ( parliament ) :
""" Demonstrate cost-optimized parliamentary session. """
print ( " \n COST-OPTIMIZED PARLIAMENTARY SESSION DEMONSTRATION " )
print ( " = " * 60 )
# Run optimized session with cost limit
session_result = parliament . run_optimized_parliamentary_session (
bill_title = " European Digital Rights and Privacy Protection Act " ,
bill_description = " Comprehensive legislation to strengthen digital rights, enhance privacy protection, and establish clear guidelines for data handling across the European Union. " ,
bill_type = VoteType . ORDINARY_LEGISLATIVE_PROCEDURE ,
committee = " Legal Affairs " ,
max_cost = 25.0 # Max $25 for this session
)
print ( f " Session Results: " )
print ( f " Bill: { session_result [ ' session_summary ' ] [ ' bill_title ' ] } " )
print ( f " Final Outcome: { session_result [ ' session_summary ' ] [ ' final_outcome ' ] } " )
print ( f " Total Cost: $ { session_result [ ' session_summary ' ] [ ' total_cost ' ] : .2f } " )
print ( f " Budget Remaining: $ { session_result [ ' cost_stats ' ] [ ' budget_remaining ' ] : .2f } " )
max_cost = 25.0 , # Max $25 for this session
)
print ( " Session Results: " )
print (
f " Bill: { session_result [ ' session_summary ' ] [ ' bill_title ' ] } "
)
print (
f " Final Outcome: { session_result [ ' session_summary ' ] [ ' final_outcome ' ] } "
)
print (
f " Total Cost: $ { session_result [ ' session_summary ' ] [ ' total_cost ' ] : .2f } "
)
print (
f " Budget Remaining: $ { session_result [ ' cost_stats ' ] [ ' budget_remaining ' ] : .2f } "
)
# Show detailed cost statistics
cost_stats = parliament . get_cost_statistics ( )
print ( f " \n DETAILED COST STATISTICS: " )
print ( " \n DETAILED COST STATISTICS: " )
print ( f " Total Tokens Used: { cost_stats [ ' total_tokens ' ] : , } " )
print ( f " Requests Made: { cost_stats [ ' requests_made ' ] } " )
print ( f " Cache Hits: { cost_stats [ ' cache_hits ' ] } " )
print ( f " Cache Hit Rate: { cost_stats [ ' cache_hit_rate ' ] : .1% } " )
print ( f " Loading Efficiency: { cost_stats [ ' loading_efficiency ' ] : .1% } " )
print (
f " Loading Efficiency: { cost_stats [ ' loading_efficiency ' ] : .1% } "
)
print ( f " Cache Size: { cost_stats [ ' cache_size ' ] } entries " )
return session_result
def main ( ) :
""" Main demonstration function. """
print ( " EUROSWARM PARLIAMENT - COST OPTIMIZED DEMONSTRATION " )
print ( " = " * 60 )
print ( " This demonstration shows the EuroSwarm Parliament with cost optimization features: " )
print (
" This demonstration shows the EuroSwarm Parliament with cost optimization features: "
)
print ( " • Lazy loading of MEP agents (only create when needed) " )
print ( " • Response caching (avoid repeated API calls) " )
print ( " • Batch processing (control memory and cost) " )
print ( " • Budget controls (hard limits on spending) " )
print ( " • Cost tracking (real-time monitoring) " )
# Initialize parliament with cost optimization
parliament = demonstrate_parliament_initialization ( )
# Demonstrate individual MEP interaction (will trigger lazy loading)
demonstrate_individual_mep_interaction ( parliament )
# Demonstrate committee work with cost optimization
demonstrate_committee_work ( parliament )
# Demonstrate parliamentary debate with cost optimization
demonstrate_parliamentary_debate ( parliament )
# Demonstrate democratic voting with cost optimization
demonstrate_democratic_voting ( parliament )
# Demonstrate political analysis with cost optimization
demonstrate_political_analysis ( parliament )
# Demonstrate optimized parliamentary session
demonstrate_optimized_parliamentary_session ( parliament )
# Show final cost statistics
final_stats = parliament . get_cost_statistics ( )
print ( f " \n FINAL COST STATISTICS: " )
print ( " \n FINAL COST STATISTICS: " )
print ( f " Total Cost: $ { final_stats [ ' total_cost ' ] : .2f } " )
print ( f " Budget Remaining: $ { final_stats [ ' budget_remaining ' ] : .2f } " )
print ( f " Cache Hit Rate: { final_stats [ ' cache_hit_rate ' ] : .1% } " )
print ( f " Loading Efficiency: { final_stats [ ' loading_efficiency ' ] : .1% } " )
print ( f " \n ✅ COST OPTIMIZATION DEMONSTRATION COMPLETED! " )
print ( f " ✅ EuroSwarm Parliament now supports cost-effective large-scale simulations " )
print ( f " ✅ Lazy loading: { final_stats [ ' loaded_meps ' ] } / { final_stats [ ' total_meps ' ] } MEPs loaded " )
print (
f " Loading Efficiency: { final_stats [ ' loading_efficiency ' ] : .1% } "
)
print ( " \n ✅ COST OPTIMIZATION DEMONSTRATION COMPLETED! " )
print (
" ✅ EuroSwarm Parliament now supports cost-effective large-scale simulations "
)
print (
f " ✅ Lazy loading: { final_stats [ ' loaded_meps ' ] } / { final_stats [ ' total_meps ' ] } MEPs loaded "
)
print ( f " ✅ Caching: { final_stats [ ' cache_hit_rate ' ] : .1% } hit rate " )
print ( f " ✅ Budget control: $ { final_stats [ ' total_cost ' ] : .2f } spent of $ { final_stats [ ' budget_remaining ' ] + final_stats [ ' total_cost ' ] : .2f } budget " )
print (
f " ✅ Budget control: $ { final_stats [ ' total_cost ' ] : .2f } spent of $ { final_stats [ ' budget_remaining ' ] + final_stats [ ' total_cost ' ] : .2f } budget "
)
if __name__ == " __main__ " :
main ( )
main ( )
CI-DEV
2 weeks ago
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GitHub