Xingyao Wang da548d308c
[agent] LLM-based editing (#3985)
Co-authored-by: Tim O'Farrell <tofarr@gmail.com>
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: Robert Brennan <accounts@rbren.io>
Co-authored-by: Graham Neubig <neubig@gmail.com>
2024-10-22 04:51:44 +08:00

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#!/bin/bash
set -eo pipefail
source "evaluation/utils/version_control.sh"
MODEL_CONFIG=$1
COMMIT_HASH=$2
AGENT=$3
EVAL_LIMIT=$4
MAX_ITER=$5
NUM_WORKERS=$6
DATASET=$7
SPLIT=$8
N_RUNS=$9
if [ -z "$NUM_WORKERS" ]; then
NUM_WORKERS=1
echo "Number of workers not specified, use default $NUM_WORKERS"
fi
checkout_eval_branch
if [ -z "$AGENT" ]; then
echo "Agent not specified, use default CodeActAgent"
AGENT="CodeActAgent"
fi
if [ -z "$MAX_ITER" ]; then
echo "MAX_ITER not specified, use default 100"
MAX_ITER=100
fi
if [ -z "$USE_INSTANCE_IMAGE" ]; then
echo "USE_INSTANCE_IMAGE not specified, use default true"
USE_INSTANCE_IMAGE=true
fi
if [ -z "$DATASET" ]; then
echo "DATASET not specified, use default princeton-nlp/SWE-bench_Lite"
DATASET="princeton-nlp/SWE-bench_Lite"
fi
if [ -z "$SPLIT" ]; then
echo "SPLIT not specified, use default test"
SPLIT="test"
fi
export USE_INSTANCE_IMAGE=$USE_INSTANCE_IMAGE
echo "USE_INSTANCE_IMAGE: $USE_INSTANCE_IMAGE"
get_agent_version
echo "AGENT: $AGENT"
echo "AGENT_VERSION: $AGENT_VERSION"
echo "MODEL_CONFIG: $MODEL_CONFIG"
echo "DATASET: $DATASET"
echo "SPLIT: $SPLIT"
# Default to NOT use Hint
if [ -z "$USE_HINT_TEXT" ]; then
export USE_HINT_TEXT=false
fi
echo "USE_HINT_TEXT: $USE_HINT_TEXT"
EVAL_NOTE="$AGENT_VERSION"
# if not using Hint, add -no-hint to the eval note
if [ "$USE_HINT_TEXT" = false ]; then
EVAL_NOTE="$EVAL_NOTE-no-hint"
fi
if [ -n "$EXP_NAME" ]; then
EVAL_NOTE="$EVAL_NOTE-$EXP_NAME"
fi
function run_eval() {
local eval_note=$1
COMMAND="poetry run python evaluation/swe_bench/run_infer.py \
--agent-cls $AGENT \
--llm-config $MODEL_CONFIG \
--max-iterations $MAX_ITER \
--eval-num-workers $NUM_WORKERS \
--eval-note $eval_note \
--dataset $DATASET \
--split $SPLIT"
if [ -n "$EVAL_LIMIT" ]; then
echo "EVAL_LIMIT: $EVAL_LIMIT"
COMMAND="$COMMAND --eval-n-limit $EVAL_LIMIT"
fi
# Run the command
eval $COMMAND
}
unset SANDBOX_ENV_GITHUB_TOKEN # prevent the agent from using the github token to push
if [ -z "$N_RUNS" ]; then
N_RUNS=1
echo "N_RUNS not specified, use default $N_RUNS"
fi
for i in $(seq 1 $N_RUNS); do
current_eval_note="$EVAL_NOTE-run_$i"
echo "EVAL_NOTE: $current_eval_note"
run_eval $current_eval_note
done
checkout_original_branch