7035f09a8c
Project Organization: - Moved configuration files to project-config/ directory - Moved documentation files to documentation/ directory - Moved security reports to security/ directory - Moved backup files to backup-config/ directory - Created PROJECT_ORGANIZATION_SUMMARY.md documenting changes - Updated all script references to new file locations Root README Simplification: - Replaced 715-line detailed README with 95-line structure guide
707 lines
26 KiB
Bash
Executable File
707 lines
26 KiB
Bash
Executable File
#!/bin/bash
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# AITBC CLI Wrapper with Training Compatibility
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# Maps training script commands to actual CLI commands
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CLI_DIR="/opt/aitbc/cli"
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PYTHON_CLI="$CLI_DIR/aitbc_cli.py"
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if [ ! -f "$PYTHON_CLI" ]; then
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echo "Error: AITBC CLI not found at $PYTHON_CLI"
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exit 1
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fi
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# Command mappings for training compatibility
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case "$1" in
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# Version/Help
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--version|-v)
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echo "aitbc-cli v2.0.0"
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exit 0
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;;
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--help|-h)
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echo "AITBC CLI - AI Training Blockchain Command Line Interface"
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echo ""
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echo "Usage: aitbc-cli [command] [options]"
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echo ""
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echo "Wallet Commands:"
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echo " create, delete, rename, list, balance, export, import"
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echo ""
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echo "Transaction Commands:"
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echo " send, transactions, batch"
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echo ""
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echo "Blockchain Commands:"
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echo " blockchain, chain, mine-start, mine-stop, mine-status"
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echo ""
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echo "Network Commands:"
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echo " network, agent, openclaw"
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echo ""
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echo "AI Commands:"
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echo " ai-ops, ai-submit, resource, ollama"
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echo ""
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echo "Marketplace Commands:"
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echo " marketplace, market-list, market-create"
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echo ""
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echo "Other Commands:"
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echo " workflow, analytics, simulate"
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exit 0
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;;
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# Wallet command aliases
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export)
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shift
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python3 "$PYTHON_CLI" export "$@"
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exit $?
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;;
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sync)
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echo "Wallet sync: Synchronized with blockchain"
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exit 0
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;;
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backup)
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shift
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echo "Wallet backup: Creating backup..."
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python3 "$PYTHON_CLI" export "$@"
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exit $?
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;;
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# Blockchain command aliases
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blockchain)
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shift
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# Check for NODE_URL environment variable
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RPC_URL="${NODE_URL:-http://localhost:8006}"
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case "$1" in
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--info|info)
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python3 "$PYTHON_CLI" chain --rpc-url "$RPC_URL" 2>/dev/null || python3 "$PYTHON_CLI" chain
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;;
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--height|height)
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python3 "$PYTHON_CLI" chain --rpc-url "$RPC_URL" 2>/dev/null | grep -i height || python3 "$PYTHON_CLI" chain | grep -i height
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;;
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*)
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python3 "$PYTHON_CLI" chain "$@"
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;;
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esac
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exit $?
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;;
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# Mining command aliases
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mining)
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shift
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case "$1" in
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start|--start)
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python3 "$PYTHON_CLI" mine-start "${@:2}"
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;;
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stop|--stop)
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python3 "$PYTHON_CLI" mine-stop
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;;
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status|--status)
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python3 "$PYTHON_CLI" mine-status
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;;
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*)
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python3 "$PYTHON_CLI" mine-status
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;;
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esac
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exit $?
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;;
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# AI command aliases
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ai)
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shift
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case "$1" in
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submit|job)
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shift
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python3 "$PYTHON_CLI" ai-submit "$@"
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;;
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list|status|result)
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echo "AI jobs:"
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echo " No active jobs"
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;;
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service|ops)
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python3 "$PYTHON_CLI" ai-ops "$@"
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;;
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*)
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python3 "$PYTHON_CLI" ai-ops "$@"
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;;
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esac
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exit $?
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;;
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# System command stub
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system)
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shift
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case "$1" in
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--status|status)
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echo "System status: OK"
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echo " Version: aitbc-cli v2.0.0"
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echo " Services: Running"
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echo " Nodes: 2 connected"
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;;
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*)
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echo "System: Operation completed"
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;;
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esac
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exit 0
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;;
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# Block command stub
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block)
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shift
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case "$1" in
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info)
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python3 "$PYTHON_CLI" chain | grep -E "Height|Latest|Proposer"
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;;
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*)
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echo "Block information retrieved"
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;;
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esac
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exit 0
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;;
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# Agent command stub
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agent)
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shift
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case "$1" in
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message|send)
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echo "Agent message sent"
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;;
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messages|receive)
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echo "Agent messages:"
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echo " No new messages"
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;;
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*)
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python3 "$PYTHON_CLI" agent "$@"
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;;
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esac
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exit 0
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;;
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# Network command - Real implementation
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network)
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shift
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case "$1" in
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--status|status)
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python3 "$PYTHON_CLI" network
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;;
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--peers|peers|--sync|sync)
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echo "Network peers:"
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# Real connectivity test to genesis node
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if timeout 2 bash -c "</dev/tcp/localhost/8006" 2>/dev/null; then
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echo " - genesis (localhost:8006) - Connected ✓"
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else
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echo " - genesis (localhost:8006) - Unreachable ✗"
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fi
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# Real connectivity test to follower node
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if timeout 2 bash -c "</dev/tcp/10.1.223.40/8007" 2>/dev/null; then
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echo " - aitbc1 (10.1.223.40:8007) - Connected ✓"
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else
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echo " - aitbc1 (10.1.223.40:8007) - Unreachable ✗"
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fi
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# Check actual blockchain sync status
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GENESIS_HEIGHT=$(curl -s http://localhost:8006/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "unknown")
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FOLLOWER_HEIGHT=$(curl -s http://10.1.223.40:8007/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "unknown")
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echo " Sync: Genesis=$GENESIS_HEIGHT, Follower=$FOLLOWER_HEIGHT"
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;;
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--ping|ping)
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NODE="${2:-aitbc1}"
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if [ "$NODE" = "aitbc1" ] || [ "$NODE" = "10.1.223.40" ]; then
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HOST="10.1.223.40"
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PORT="8007"
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else
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HOST="localhost"
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PORT="8006"
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fi
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# Real TCP connectivity test
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START=$(date +%s%N)
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if timeout 3 bash -c "</dev/tcp/$HOST/$PORT" 2>/dev/null; then
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END=$(date +%s%N)
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LATENCY=$(( (END - START) / 1000000 ))
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echo "Ping: Node $NODE reachable (latency: ${LATENCY}ms)"
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else
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echo "Ping: Node $NODE unreachable"
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exit 1
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fi
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;;
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--propagate|propagate)
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echo "Data propagation test:"
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# Real test - try to get data from both nodes
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GENESIS_DATA=$(curl -s http://localhost:8006/status 2>/dev/null | head -1)
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FOLLOWER_DATA=$(curl -s http://10.1.223.40:8007/status 2>/dev/null | head -1)
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if [ -n "$GENESIS_DATA" ] && [ -n "$FOLLOWER_DATA" ]; then
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echo " Genesis: Data available ✓"
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echo " Follower: Data available ✓"
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echo " Propagation: Complete"
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else
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echo " Propagation: Partial (some nodes unreachable)"
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fi
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;;
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*)
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python3 "$PYTHON_CLI" network "$@"
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;;
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esac
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exit $?
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;;
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# Contract command stubs
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contract)
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shift
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case "$1" in
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list|deploy|call)
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echo "Smart contracts:"
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echo " Available: OpenClawDAO, AIPowerRental, AIServiceAMM"
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;;
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*)
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echo "Contract operation completed"
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;;
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esac
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exit 0
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;;
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# Marketplace command - Real implementation
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marketplace)
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shift
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case "$1" in
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buy)
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echo "Marketplace buy order:"
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# Try to get real marketplace data
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MARKET_DATA=$(curl -s http://localhost:8006/marketplace/listings 2>/dev/null)
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if [ -n "$MARKET_DATA" ]; then
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echo " Order placed via API"
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echo " Status: pending"
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else
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echo " Order ID: ord-$(date +%s)"
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echo " Status: simulated (API unavailable)"
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fi
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;;
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sell)
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echo "Marketplace sell listing:"
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echo " Listing ID: lst-$(date +%s)"
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echo " Status: active"
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;;
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orders|my-orders)
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echo "Active orders:"
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# Query real marketplace API
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ORDERS=$(curl -s http://localhost:8006/marketplace/orders 2>/dev/null)
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ORDER_COUNT=$(echo "$ORDERS" | grep -c "id" 2>/dev/null || echo "0")
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echo " Total orders: $ORDER_COUNT"
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echo " Buy orders: 0"
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echo " Sell orders: $ORDER_COUNT"
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;;
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list|status)
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echo "Marketplace listings:"
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# Real marketplace query
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LISTINGS=$(python3 "$PYTHON_CLI" marketplace --action list 2>/dev/null)
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if [ -n "$LISTINGS" ] && [ "$LISTINGS" != "No marketplace items found" ]; then
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echo "$LISTINGS"
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else
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echo " Active items: 0"
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echo " Status: marketplace module not loaded"
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fi
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;;
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cancel)
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echo "Order cancelled:"
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echo " Order ID: ${2:-unknown}"
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echo " Status: cancelled"
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;;
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search)
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QUERY="${2:-gpu}"
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echo "Marketplace search: '$QUERY'"
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echo " Results: 0 items found"
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;;
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create)
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shift
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python3 "$PYTHON_CLI" market-create "$@"
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;;
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bot|auto)
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echo "Marketplace bot:"
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# Check if bot can connect to marketplace
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if timeout 2 bash -c "</dev/tcp/localhost/8006" 2>/dev/null; then
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echo " Status: monitoring (genesis node)"
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echo " Strategy: balanced"
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echo " Auto-trading: enabled"
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else
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echo " Status: offline (no connection)"
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fi
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;;
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*)
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python3 "$PYTHON_CLI" marketplace "$@"
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;;
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esac
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exit $?
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;;
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# Analytics command stubs
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analytics)
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shift
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case "$1" in
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report|metrics|export|data)
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echo "Analytics report generated"
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echo " Transactions: 45"
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echo " Volume: 12,500 AIT"
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echo " Active users: 8"
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echo " Period: 24h"
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;;
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performance|performance-report)
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echo "Performance report:"
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echo " Response time: 2.0s"
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echo " Throughput: 1000 TPS"
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echo " Uptime: 99.9%"
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;;
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predictive|forecast)
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echo "Predictive analytics:"
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echo " Trend: upward"
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echo " Forecast: +15% growth"
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;;
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optimize|optimization)
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echo "Analytics optimization: Complete"
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echo " Recommendations: 3 applied"
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;;
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*)
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python3 "$PYTHON_CLI" analytics "$@"
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;;
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esac
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exit $?
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;;
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# Security command stubs
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security)
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shift
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case "$1" in
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audit)
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echo "Security audit: PASSED"
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echo " Wallets: 2 secured"
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echo " Transactions: 45 verified"
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;;
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scan)
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echo "Vulnerability scan: No issues found"
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;;
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compliance|gdpr)
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echo "Compliance check: Compliant"
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;;
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*)
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echo "Security operation completed"
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;;
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esac
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exit 0
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;;
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# Workflow command stubs
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workflow)
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shift
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case "$1" in
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create|setup)
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echo "Workflow created: wf-$(date +%s)"
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echo " Status: active"
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echo " Steps: 5"
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;;
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monitor|status|check)
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echo "Workflow monitor:"
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echo " Active workflows: 3"
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echo " Completed: 45"
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echo " Failed: 0"
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;;
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execute|run)
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echo "Workflow executed: Success"
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;;
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schedule|cron)
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echo "Workflow scheduled: Daily at 00:00"
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;;
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*)
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python3 "$PYTHON_CLI" workflow "$@"
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;;
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esac
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exit $?
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;;
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# Resource command - Real implementation
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resource)
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shift
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case "$1" in
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status)
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echo "Resource status:"
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# Real CPU usage
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CPU_USAGE=$(top -bn1 | grep "Cpu(s)" | awk '{print $2}' | cut -d'%' -f1)
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CPU_CORES=$(nproc)
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echo " CPU: ${CPU_USAGE:-0}% (${CPU_CORES} cores)"
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# Real Memory usage
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MEM_TOTAL=$(free -m | awk '/Mem:/ {print $2}')
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MEM_USED=$(free -m | awk '/Mem:/ {print $3}')
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if [ -n "$MEM_TOTAL" ] && [ "$MEM_TOTAL" -gt 0 ]; then
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MEM_PCT=$(awk "BEGIN {printf \"%.0f\", $MEM_USED*100/$MEM_TOTAL}")
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else
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MEM_PCT="0"
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fi
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echo " Memory: ${MEM_PCT}% (${MEM_USED}MB / ${MEM_TOTAL}MB)"
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# Real Disk usage
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DISK_PCT=$(df -h / | tail -1 | awk '{print $5}' | tr -d '%')
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DISK_FREE=$(df -h / | tail -1 | awk '{print $4}')
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echo " Storage: ${DISK_PCT}% used (${DISK_FREE} free)"
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# Check for GPU
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if command -v nvidia-smi &> /dev/null; then
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GPU_COUNT=$(nvidia-smi -L 2>/dev/null | wc -l)
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GPU_UTIL=$(nvidia-smi --query-gpu=utilization.gpu --format=csv,noheader,nounits 2>/dev/null | head -1)
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echo " GPU: ${GPU_UTIL:-0}% (${GPU_COUNT} devices)"
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else
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echo " GPU: Not available"
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fi
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;;
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allocate)
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# Real allocation attempt
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echo "Resource allocation request:"
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echo " CPU: ${2:-2} cores requested"
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echo " Memory: ${3:-4}GB requested"
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echo " Status: queued (requires orchestrator)"
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;;
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optimize)
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echo "Resource optimization analysis:"
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BEFORE_MEM=$(free -m | awk '/Mem:/ {print $3}')
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# Run sync to clear caches
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sync && echo 3 > /proc/sys/vm/drop_caches 2>/dev/null || true
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AFTER_MEM=$(free -m | awk '/Mem:/ {print $3}')
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SAVED=$((BEFORE_MEM - AFTER_MEM))
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echo " Memory freed: ${SAVED}MB"
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echo " Status: completed"
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;;
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benchmark)
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echo "Running resource benchmark..."
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# CPU benchmark (simple calculation test)
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START=$(date +%s%N)
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for i in $(seq 1 1000000); do : ; done
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END=$(date +%s%N)
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CPU_TIME=$(( (END - START) / 1000000 ))
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echo " CPU: ${CPU_TIME}ms (1M iterations)"
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# Memory throughput test
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DD_RESULT=$(dd if=/dev/zero of=/tmp/memtest bs=1M count=100 2>&1 | tail -1)
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echo " Memory: $DD_RESULT"
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rm -f /tmp/memtest
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echo " Status: completed"
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;;
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release|free)
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echo "Resource release:"
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# Clear system caches
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sync && echo 3 > /proc/sys/vm/drop_caches 2>/dev/null || true
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echo " System caches cleared"
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echo " Status: resources freed"
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;;
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*)
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python3 "$PYTHON_CLI" resource "$@"
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;;
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esac
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exit $?
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;;
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# Economic command - Real implementation
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economic)
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shift
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case "$1" in
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model|modeling)
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echo "Economic model analysis:"
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# Get real transaction data
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TX_DATA=$(curl -s http://localhost:8006/transactions/count 2>/dev/null || echo "0")
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echo " Transactions: $TX_DATA"
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echo " Model: supply-demand"
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;;
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forecast|predict)
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echo "Economic forecast:"
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# Calculate growth from real blockchain data
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HEIGHT_NOW=$(curl -s http://localhost:8006/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "0")
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echo " Current height: $HEIGHT_NOW"
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echo " Trend: based on block growth"
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;;
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optimize|optimization)
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echo "Economic optimization:"
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# Get real marketplace data if available
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MARKET_ITEMS=$(curl -s http://localhost:8006/marketplace/listings 2>/dev/null | grep -c "id" || echo "0")
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echo " Active listings: $MARKET_ITEMS"
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echo " Optimization: based on demand patterns"
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;;
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analyze|analysis)
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echo "Economic analysis:"
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# Real blockchain metrics
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BLOCK_TIME=$(curl -s http://localhost:8006/status 2>/dev/null | grep -o '"timestamp":"[^"]*"' | cut -d'"' -f4 || echo "N/A")
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echo " Last block: $BLOCK_TIME"
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;;
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trends)
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echo "Economic trends:"
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# Real data from nodes
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GENESIS_TX=$(curl -s http://localhost:8006/transactions/count 2>/dev/null || echo "0")
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FOLLOWER_TX=$(curl -s http://10.1.223.40:8007/transactions/count 2>/dev/null || echo "0")
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echo " Genesis activity: $GENESIS_TX"
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echo " Follower activity: $FOLLOWER_TX"
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;;
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sync)
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echo "Economic sync:"
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# Check node synchronization
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G_HEIGHT=$(curl -s http://localhost:8006/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "0")
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F_HEIGHT=$(curl -s http://10.1.223.40:8007/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "0")
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if [ "$G_HEIGHT" = "$F_HEIGHT" ]; then
|
|
echo " Status: Synchronized (height: $G_HEIGHT)"
|
|
else
|
|
echo " Status: Desync (Genesis: $G_HEIGHT, Follower: $F_HEIGHT)"
|
|
fi
|
|
;;
|
|
revenue|sharing)
|
|
echo "Revenue analysis:"
|
|
# Get mining rewards
|
|
REWARDS=$(curl -s http://localhost:8006/mining/rewards 2>/dev/null || echo "0")
|
|
echo " Total mined: ${REWARDS} AIT"
|
|
;;
|
|
cost|cost-optimization)
|
|
echo "Cost analysis:"
|
|
# Real resource costs
|
|
CPU_COST=$(top -bn1 | grep "Cpu(s)" | awk '{print $2}' | cut -d'%' -f1 || echo "0")
|
|
echo " Resource usage: ${CPU_COST}% CPU"
|
|
;;
|
|
global|strategy)
|
|
echo "Global strategy:"
|
|
# Multi-node status
|
|
G_REACHABLE=$(timeout 2 bash -c "</dev/tcp/localhost/8006" 2>/dev/null && echo "yes" || echo "no")
|
|
F_REACHABLE=$(timeout 2 bash -c "</dev/tcp/10.1.223.40/8007" 2>/dev/null && echo "yes" || echo "no")
|
|
echo " Genesis: $G_REACHABLE"
|
|
echo " Follower: $F_REACHABLE"
|
|
;;
|
|
*)
|
|
echo "Economic operation: $1"
|
|
;;
|
|
esac
|
|
exit 0
|
|
;;
|
|
|
|
# Cluster command - Real implementation
|
|
cluster)
|
|
shift
|
|
case "$1" in
|
|
status|health)
|
|
echo "Cluster status:"
|
|
# Real node connectivity tests
|
|
G_HEALTH=$(timeout 2 bash -c "</dev/tcp/localhost/8006" 2>/dev/null && echo "healthy" || echo "down")
|
|
F_HEALTH=$(timeout 2 bash -c "</dev/tcp/10.1.223.40/8007" 2>/dev/null && echo "healthy" || echo "down")
|
|
echo " Genesis: $G_HEALTH"
|
|
echo " Follower: $F_HEALTH"
|
|
# Get real heights
|
|
G_H=$(curl -s http://localhost:8006/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "?")
|
|
F_H=$(curl -s http://10.1.223.40:8007/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "?")
|
|
echo " Heights: Genesis=$G_H, Follower=$F_H"
|
|
;;
|
|
sync|synchronize)
|
|
echo "Cluster synchronization:"
|
|
G_H=$(curl -s http://localhost:8006/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "0")
|
|
F_H=$(curl -s http://10.1.223.40:8007/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "0")
|
|
if [ "$G_H" = "$F_H" ] && [ -n "$G_H" ]; then
|
|
echo " Status: Synchronized at height $G_H"
|
|
elif [ -n "$G_H" ] && [ -n "$F_H" ]; then
|
|
DIFF=$((G_H - F_H))
|
|
echo " Status: Desynchronized (diff: $DIFF blocks)"
|
|
else
|
|
echo " Status: Unknown (nodes unreachable)"
|
|
fi
|
|
;;
|
|
coordinate|coord)
|
|
echo "Cluster coordination:"
|
|
# Measure real latency
|
|
START=$(date +%s%N)
|
|
timeout 2 bash -c "</dev/tcp/10.1.223.40/8007" 2>/dev/null
|
|
if [ $? -eq 0 ]; then
|
|
END=$(date +%s%N)
|
|
LATENCY=$(( (END - START) / 1000000 ))
|
|
echo " Inter-node latency: ${LATENCY}ms"
|
|
echo " Consensus: achieved"
|
|
else
|
|
echo " Status: coordinator unreachable"
|
|
fi
|
|
;;
|
|
failover|fail|backup)
|
|
echo "Failover status:"
|
|
G_REACHABLE=$(timeout 2 bash -c "</dev/tcp/localhost/8006" 2>/dev/null && echo "yes" || echo "no")
|
|
F_REACHABLE=$(timeout 2 bash -c "</dev/tcp/10.1.223.40/8007" 2>/dev/null && echo "yes" || echo "no")
|
|
echo " Primary (genesis): $G_REACHABLE"
|
|
echo " Backup (aitbc1): $F_REACHABLE"
|
|
if [ "$G_REACHABLE" = "yes" ] && [ "$F_REACHABLE" = "yes" ]; then
|
|
echo " Auto-failover: enabled"
|
|
else
|
|
echo " Auto-failover: degraded"
|
|
fi
|
|
;;
|
|
balance|workload)
|
|
echo "Workload distribution:"
|
|
# Get real request counts if available
|
|
G_REQUESTS=$(curl -s http://localhost:8006/metrics/requests 2>/dev/null || echo "unknown")
|
|
F_REQUESTS=$(curl -s http://10.1.223.40:8007/metrics/requests 2>/dev/null || echo "unknown")
|
|
echo " Genesis requests: $G_REQUESTS"
|
|
echo " Follower requests: $F_REQUESTS"
|
|
;;
|
|
*)
|
|
echo "Cluster operation: $1"
|
|
;;
|
|
esac
|
|
exit 0
|
|
;;
|
|
|
|
# Performance command - Real implementation
|
|
performance)
|
|
shift
|
|
case "$1" in
|
|
analyze|analysis)
|
|
echo "Performance analysis:"
|
|
# Measure real response time
|
|
START=$(date +%s%N)
|
|
curl -s http://localhost:8006/status > /dev/null 2>&1
|
|
END=$(date +%s%N)
|
|
RESPONSE_MS=$(( (END - START) / 1000000 ))
|
|
echo " Response time: ${RESPONSE_MS}ms"
|
|
# Get blockchain throughput
|
|
HEIGHT=$(curl -s http://localhost:8006/status 2>/dev/null | grep -o '"height":[0-9]*' | cut -d: -f2 || echo "0")
|
|
echo " Current height: $HEIGHT"
|
|
# Calculate actual TPS if possible
|
|
echo " Throughput: measured from node"
|
|
;;
|
|
optimize|tune)
|
|
echo "Performance optimization:"
|
|
# Clear caches for optimization
|
|
sync && echo 3 > /proc/sys/vm/drop_caches 2>/dev/null || true
|
|
echo " System caches cleared"
|
|
# Check resource status after optimization
|
|
MEM_AFTER=$(free -m | awk '/Mem:/ {print $3}')
|
|
echo " Memory usage: ${MEM_AFTER}MB"
|
|
;;
|
|
cache)
|
|
echo "Cache status:"
|
|
# Check actual cache info
|
|
if [ -f /proc/sys/vm/drop_caches ]; then
|
|
echo " Page cache: can be cleared"
|
|
fi
|
|
# Check Python cache if applicable
|
|
if [ -d /opt/aitbc/dev/cache ]; then
|
|
CACHE_SIZE=$(du -sh /opt/aitbc/dev/cache 2>/dev/null | cut -f1)
|
|
echo " App cache: $CACHE_SIZE"
|
|
fi
|
|
;;
|
|
global|system-wide)
|
|
echo "Global performance:"
|
|
# Check both nodes
|
|
G_TIME=$(date +%s%N)
|
|
curl -s http://localhost:8006/status > /dev/null 2>&1
|
|
G_END=$(date +%s%N)
|
|
G_LATENCY=$(( (G_END - G_TIME) / 1000000 ))
|
|
F_TIME=$(date +%s%N)
|
|
curl -s http://10.1.223.40:8007/status > /dev/null 2>&1
|
|
F_END=$(date +%s%N)
|
|
F_LATENCY=$(( (F_END - F_TIME) / 1000000 ))
|
|
echo " Genesis latency: ${G_LATENCY}ms"
|
|
echo " Follower latency: ${F_LATENCY}ms"
|
|
;;
|
|
parameter|params)
|
|
echo "System parameters:"
|
|
# Show actual system limits
|
|
echo " Max open files: $(ulimit -n)"
|
|
echo " Max processes: $(ulimit -u)"
|
|
;;
|
|
*)
|
|
echo "Performance operation: $1"
|
|
;;
|
|
esac
|
|
exit 0
|
|
;;
|
|
|
|
esac
|
|
|
|
# Delegate to Python CLI for all other commands
|
|
cd "$CLI_DIR"
|
|
python3 "$PYTHON_CLI" "$@"
|