Update data: 5 units

- computing_math/clustered_cyclic_code_circuit_level_simulation/base/software
- computing_math/cost_optimization_1/base/input
- computing_math/cost_optimization_1/base/software
- computing_math/cp_test_gen_1/default/input
- computing_math/data_pipeline_etl_instance_1/base/input

tasks/computing_math/clustered_cyclic_code_circuit_level_simulation/base/software/README.txt

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+No preinstalled GUI entry point is required. Install and run the open-source Python tools from input/runtime_env or input/requirements.txt, then write the CSV to ../output/logical_error_rates_3codes.csv.

tasks/computing_math/cost_optimization_1/base/software/README.txt

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+Use python_cost_optimization.sh to run the task-scoped Python 3.10.12 + pandas 2.3.3 runtime that Stage 4 provisions under .runtime/.

tasks/computing_math/cost_optimization_1/base/software/python_cost_optimization.sh

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+#!/usr/bin/env bash
+set -euo pipefail
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+TASK_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
+PY_BIN="$TASK_DIR/.runtime/python-3.10.12-pandas-2.3.3/bin/python"
+if [ ! -x "$PY_BIN" ]; then
+  echo "Missing task-scoped Python runtime at $PY_BIN. Ask an admin to run scripts/install_software.sh on the target VM." >&2
+  exit 1
+fi
+export PYTHONNOUSERSITE=1
+exec "$PY_BIN" "$@"