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multiswe_v1/README.md

@@ -0,0 +1,47 @@
+# [MultiSWE](https://huggingface.co/datasets/PrimeIntellect/Multi-SWE-RL-Verified)
+
+## Dataset stats
+
+- **Original tasks:** 2,232
+- **Kept:** 1,872
+- **Changed:** 1,872
+- **Archived:** 314
+- **Pending final inclusion or exclusion:** 46
+- **Images:** 2,232 original per-task Docker image references, reduced to 339 shared image build contexts before exclusions and **290** for the kept tasks.
+
+The kept set is not yet a fully validated release. Reconciliation of saved outcomes still finds 3 setup failures, 635 reference failures, 622 no-op failures and 22 tasks without complete stage 4 results among kept tasks; these groups overlap. Manual approvals are included in these counts. Historical passes do not certify compliance with the current validation settings.
+
+## Dataset characteristics
+
+Real repository issue-solving tasks with a base checkout, issue instructions, upstream test patch and reference solution. Source: [PrimeIntellect/Multi-SWE-RL-Verified, revision `80de95c`](https://huggingface.co/datasets/PrimeIntellect/Multi-SWE-RL-Verified/tree/80de95c62ac792c99dcfa8e26569bcd7d036bdc3).
+
+<details><summary>Domains</summary>
+
+**Software Engineering; Debugging; Web and API Tooling; Build Systems.** Tasks span projects including Checkstyle, Mockito, SpotBugs, Hugo, etcd, SDL, Svelte, React Router and Nuxt.
+
+</details>
+
+<details><summary>Capabilities</summary>
+
+**Exploration; Error Recovery; Specification Adherence.** Locate relevant code in unfamiliar repositories, reproduce a defect, modify the implementation and verify the repair against project tests. Some tasks require dependency or build-system changes.
+
+</details>
+
+**Intended benchmark transfer:** repository-level issue diagnosis and test-driven repairs in SWE-bench-style evaluations and terminal software-engineering tasks. This is an intended use, not a measured transfer result.
+
+## Per-stage breakdown
+
+- **1. Build and setup: 1,872 changed, 8 archived.** Archived 8 tasks: 4 Nuxt setup OOMs, 1 Checkstyle setup failure and 3 Mockito image-build failures due to Maven dependency downloads.
+- **2. Reference solution (reward 1): 62 changed, 269 archived.** Increased memory from 4 to 8 GiB for 58 tasks to prevent reference-solution OOMs. Restored missing Java regression-test inputs in 3 tasks; all 3 now pass reference and no-op validation. Fixed passing-test detection in 1 task so a missing line break no longer hides a passing test. Archived 180 tasks whose reference solution returned 0, 53 whose verifier could not execute successfully because of dependency, environment or test-execution errors, 32 that hit the memory limit with an 8 GiB configuration, and 4 whose verifier exceeded 30 minutes.
+- **3. No-op baseline (reward 0): 0 changed, 37 archived.** Archived 29 tasks whose unchanged baseline scored 1 and 8 tasks that hit the memory limit at 8 GiB. All 8 had one passing reference result, but 4 also had attempts fail from OOM, so we archived them as not reliably solvable. Manually approved 422 false positives from the no-op checker, which could not confirm verifier execution; the corresponding reference solutions passed.
+- **4. Rule-based checks: 1,871 changed, 0 archived.** Removed later or unrelated Git history from 1,871 kept tasks to prevent access to potential future fixes. Also cleared reflogs and unreachable objects and normalized tracked-file timestamps.
+
+The strict check for exact solution-file copies in the agent environment passed for all 70 checked tasks selected to keep. The remaining 1,802 kept tasks have not completed this check.
+
+## Runtime and validation time
+
+- **Runtime:** Apptainer on Helma; pinned grader `multi-swe-bench==1.1.2` with Python **3.11.13** inside task images.
+- **Implementation:** [Marin Harbor `7faf878c14b6`](https://github.com/marin-community/harbor/tree/7faf878c14b6d72737579ec936ebf5f74ba3194d) plus [our runtime patches](https://github.com/MLI-lab/OT-next-data/tree/main/harbor_patches).
+- **Task resources:** typically **4 CPUs and 4 GiB**, with task-specific exceptions. Increased 58 tasks from **4 to 8 GiB** with passing reference solutions. The verifier limit is **1,800 seconds**.
+- **Task preparation:** median **13.5 s**, mean **19.5 s**, p95 **53.0 s** across all 2,232 original tasks, including container startup and setup.
+- **Validation time:** summed stage wall time across the historical full run's 140 shards: setup **6.95 h**, reference **47.99 h**, no-op **46.88 h**, static checks **43.3 s**. These totals exclude queue waits, image preparation and separately recorded reruns; shards ran concurrently. Static timing predates the reference-solution leak check.

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+{
+  "run": [
+    "/bin/sh -ec '. /etc/os-release; if [ \"$ID\" = debian ] && [ \"${VERSION_CODENAME:-}\" = bullseye ]; then for source_file in /etc/apt/sources.list /etc/apt/sources.list.d/*.list /etc/apt/sources.list.d/*.sources; do [ -f \"$source_file\" ] || continue; sed -i -E '\"'\"'s@https?://deb\\.debian\\.org/debian@https://archive.debian.org/debian@g; s@https?://security\\.debian\\.org/debian-security@https://archive.debian.org/debian-security@g'\"'\"' \"$source_file\"; done; printf '\"'\"'%s\\n'\"'\"' '\"'\"'Acquire::Check-Valid-Until \"false\";'\"'\"' > /etc/apt/apt.conf.d/99-multiswe-archive; fi'",
+    "/bin/sh -ec 'if ! dpkg-statoverride --list /usr/lib/x86_64-linux-gnu/utempter/utempter; then dpkg-statoverride --add root root 0755 /usr/lib/x86_64-linux-gnu/utempter/utempter; fi'",
+    "/bin/sh -ec 'apt-get update && apt-get install -y --no-install-recommends curl ca-certificates tmux && tmux -V && test -z \"$(dpkg --audit)\"'",
+    "/bin/sh -ec 'set -eu; python_build_dir=$(mktemp -d /tmp/multiswe-python.XXXXXX); trap '\"'\"'rm -rf \"$python_build_dir\"'\"'\"' EXIT; curl --fail --location --retry 3 '\"'\"'https://github.com/astral-sh/python-build-standalone/releases/download/20250818/cpython-3.11.13%2B20250818-x86_64-unknown-linux-gnu-install_only_stripped.tar.gz'\"'\"' -o \"$python_build_dir/python.tar.gz\"; printf '\"'\"'%s  %s\\n'\"'\"' 22232b7e892726fbf898e449cdae9ccfabf080319655575a8c5e54a39b553c96 \"$python_build_dir/python.tar.gz\" | sha256sum --check -; mkdir -p /opt/multiswe-python; tar -xzf \"$python_build_dir/python.tar.gz\" --strip-components=1 -C /opt/multiswe-python'",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -m pip install --no-cache-dir --disable-pip-version-check annotated-doc==0.0.5 annotated-types==0.8.0 anyio==4.15.1 bashlex==0.18 certifi==2026.7.22 cffi==2.1.1 charset-normalizer==3.5.2 click==8.5.0 cryptography==50.0.2 dataclasses-json==0.6.7 docker==7.2.0 fastapi==0.142.2 gitdb==4.0.12 GitPython==3.2.0 h11==0.16.0 idna==3.20 markdown-it-py==4.2.0 marshmallow==3.26.2 mdurl==0.1.2 '\"'\"'multi-swe-bench @ https://files.pythonhosted.org/packages/48/ad/6b7cda600a50392c790b14ee420b9a3bb318a982a298c05f2d1c066a434f/multi_swe_bench-1.1.2.tar.gz#sha256=44944bc6608d7d9b8d4390f3ce0a3b2c69122ea6be6e35766c6fde2328f50392'\"'\"' mypy_extensions==1.1.0 opentelemetry-api==1.45.1 packaging==26.3 pexpect==4.9.0 pip==24.3.1 ptyprocess==0.7.0 pycparser==3.0 pydantic==2.13.5 pydantic_core==2.46.5 PyGithub==2.10.0 Pygments==2.21.0 PyJWT==2.15.1 PyNaCl==1.6.2 python-multipart==0.0.32 PyYAML==6.0.3 requests==2.34.2 rich==15.0.0 setuptools==80.9.0 smmap==5.0.3 starlette==1.7.0 swe-rex==1.4.0 toml==0.10.2 tqdm==4.70.1 typing-inspect==0.9.0 typing-inspection==0.4.4 typing_extensions==4.16.0 unidiff==1.0.1 urllib3==2.8.0 uvicorn==0.54.0'",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -c '\"'\"'from multi_swe_bench.harness.dataset import Dataset; from multi_swe_bench.harness.instance import Instance'\"'\"''",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -c '\"'\"'exec('\"'\"'\"'\"'\"'\"'\"'\"'\"\"\"Configure Gradle\\'\"'\"'\"'\"'\"'\"'\"'\"'s JVM proxy from the task runtime\\'\"'\"'\"'\"'\"'\"'\"'\"'s proxy environment.\"\"\"\\nimport os\\nfrom pathlib import Path\\nfrom urllib.parse import unquote, urlsplit\\nfrom urllib.error import HTTPError\\nfrom urllib.request import ProxyHandler, build_opener\\n\\n\\ndef properties(env):\\n    result = {}\\n    for protocol in (\\'\"'\"'\"'\"'\"'\"'\"'\"'http\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'https\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n        value = env.get(protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or env.get(protocol.upper() + \\'\"'\"'\"'\"'\"'\"'\"'\"'_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n        if not value:\\n            continue\\n        url = urlsplit(value if \\'\"'\"'\"'\"'\"'\"'\"'\"'://\\'\"'\"'\"'\"'\"'\"'\"'\"' in value else \\'\"'\"'\"'\"'\"'\"'\"'\"'http://\\'\"'\"'\"'\"'\"'\"'\"'\"' + value)\\n        if url.scheme != \\'\"'\"'\"'\"'\"'\"'\"'\"'http\\'\"'\"'\"'\"'\"'\"'\"'\"' or not url.hostname:\\n            raise ValueError(\\'\"'\"'\"'\"'\"'\"'\"'\"'Gradle proxy requires an HTTP proxy URL\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n        prefix = \\'\"'\"'\"'\"'\"'\"'\"'\"'systemProp.\\'\"'\"'\"'\"'\"'\"'\"'\"' + protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'.\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n        result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyHost\\'\"'\"'\"'\"'\"'\"'\"'\"'] = url.hostname\\n        result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyPort\\'\"'\"'\"'\"'\"'\"'\"'\"'] = str(url.port or 80)\\n        if url.username:\\n            result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyUser\\'\"'\"'\"'\"'\"'\"'\"'\"'] = unquote(url.username)\\n        if url.password:\\n            result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyPassword\\'\"'\"'\"'\"'\"'\"'\"'\"'] = unquote(url.password)\\n    if result:\\n        hosts = [\\'\"'\"'\"'\"'\"'\"'\"'\"'localhost\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'127.*\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'[::1]\\'\"'\"'\"'\"'\"'\"'\"'\"']\\n        for host in (env.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'no_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or env.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'NO_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"') or \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"').split(\\'\"'\"'\"'\"'\"'\"'\"'\"',\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n            host = host.strip()\\n            if host and \\'\"'\"'\"'\"'\"'\"'\"'\"'/\\'\"'\"'\"'\"'\"'\"'\"'\"' not in host and \\'\"'\"'\"'\"'\"'\"'\"'\"':\\'\"'\"'\"'\"'\"'\"'\"'\"' not in host:\\n                hosts.append(\\'\"'\"'\"'\"'\"'\"'\"'\"'*\\'\"'\"'\"'\"'\"'\"'\"'\"' + host if host.startswith(\\'\"'\"'\"'\"'\"'\"'\"'\"'.\\'\"'\"'\"'\"'\"'\"'\"'\"') else host)\\n        result[\\'\"'\"'\"'\"'\"'\"'\"'\"'systemProp.http.nonProxyHosts\\'\"'\"'\"'\"'\"'\"'\"'\"'] = \\'\"'\"'\"'\"'\"'\"'\"'\"'|\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(hosts)\\n    return result\\n\\n\\ndef configure_gradle_proxy():\\n    values = properties(os.environ)\\n    if not values:\\n        return\\n    # Some cluster proxies share a rate-limited Maven Central exit IP. Bypass\\n    # only after observing 429 through that proxy and verifying direct access.\\n    proxy = os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'https_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'HTTPS_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    if proxy:\\n        for host in (\\'\"'\"'\"'\"'\"'\"'\"'\"'repo.maven.apache.org\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'repo1.maven.org\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'plugins.gradle.org\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n            prefix = \\'\"'\"'\"'\"'\"'\"'\"'\"'m2\\'\"'\"'\"'\"'\"'\"'\"'\"' if host == \\'\"'\"'\"'\"'\"'\"'\"'\"'plugins.gradle.org\\'\"'\"'\"'\"'\"'\"'\"'\"' else \\'\"'\"'\"'\"'\"'\"'\"'\"'maven2\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n            url = f\\'\"'\"'\"'\"'\"'\"'\"'\"'https://{host}/{prefix}/org/jetbrains/kotlin/kotlin-stdlib/1.9.24/kotlin-stdlib-1.9.24.pom\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n            try:\\n                with build_opener(ProxyHandler({\\'\"'\"'\"'\"'\"'\"'\"'\"'https\\'\"'\"'\"'\"'\"'\"'\"'\"': proxy})).open(url, timeout=5) as response:\\n                    response.read()\\n            except HTTPError as exc:\\n                if exc.code != 429:\\n                    continue\\n                try:\\n                    with build_opener(ProxyHandler({})).open(url, timeout=5) as response:\\n                        if response.status != 200 or b\\'\"'\"'\"'\"'\"'\"'\"'\"'<artifactId>kotlin-stdlib</artifactId>\\'\"'\"'\"'\"'\"'\"'\"'\"' not in response.read():\\n                            continue\\n                except OSError:\\n                    continue\\n                values[\\'\"'\"'\"'\"'\"'\"'\"'\"'systemProp.http.nonProxyHosts\\'\"'\"'\"'\"'\"'\"'\"'\"'] += \\'\"'\"'\"'\"'\"'\"'\"'\"'|\\'\"'\"'\"'\"'\"'\"'\"'\"' + host\\n                print(f\\'\"'\"'\"'\"'\"'\"'\"'\"'Gradle: verified direct access to {host} after proxy HTTP 429\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n            except OSError:\\n                pass\\n    path = Path(os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'GRADLE_USER_HOME\\'\"'\"'\"'\"'\"'\"'\"'\"', str(Path.home() / \\'\"'\"'\"'\"'\"'\"'\"'\"'.gradle\\'\"'\"'\"'\"'\"'\"'\"'\"'))) / \\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.properties\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n    path.parent.mkdir(parents=True, exist_ok=True)\\n    old = path.read_text() if path.exists() else \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n    keys = {line.split(\\'\"'\"'\"'\"'\"'\"'\"'\"'=\\'\"'\"'\"'\"'\"'\"'\"'\"', 1)[0].strip() for line in old.splitlines() if \\'\"'\"'\"'\"'\"'\"'\"'\"'=\\'\"'\"'\"'\"'\"'\"'\"'\"' in line}\\n    def escape(value):\\n        return value.replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\\\\\\\\\\\'\"'\"'\"'\"'\"'\"'\"'\"').replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"').replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\r\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\r\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    with path.open(\\'\"'\"'\"'\"'\"'\"'\"'\"'a\\'\"'\"'\"'\"'\"'\"'\"'\"') as stream:\\n        stream.write(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(k + \\'\"'\"'\"'\"'\"'\"'\"'\"'=\\'\"'\"'\"'\"'\"'\"'\"'\"' + escape(v) + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' for k, v in values.items() if k not in keys))\\n    path.chmod(0o600)\\n\\n\\n\"\"\"Install one exact baseline\\'\"'\"'\"'\"'\"'\"'\"'\"'s dependencies during image construction.\"\"\"\\nimport json\\nimport os\\nfrom pathlib import Path\\nimport re\\nimport shlex\\nimport subprocess\\nimport sys\\nimport tempfile\\nimport time\\nfrom urllib.parse import urlsplit\\nfrom xml.sax.saxutils import escape\\n\\n\\nJUNIT_LOCAL_SNAPSHOT = \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.projectsEvaluated {\\n    def vintage = rootProject.findProject(\\'\"'\"'\"'\"'\"'\"'\"'\"':junit-vintage-engine\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    if (vintage != null) {\\n        rootProject.allprojects { p ->\\n            p.configurations.configureEach { c ->\\n                c.resolutionStrategy.dependencySubstitution.all { dep ->\\n                    def requested = dep.requested\\n                    if (requested instanceof org.gradle.api.artifacts.component.ModuleComponentSelector &&\\n                        requested.group == \\'\"'\"'\"'\"'\"'\"'\"'\"'org.junit.vintage\\'\"'\"'\"'\"'\"'\"'\"'\"' &&\\n                        requested.module == \\'\"'\"'\"'\"'\"'\"'\"'\"'junit-vintage-engine\\'\"'\"'\"'\"'\"'\"'\"'\"' &&\\n                        requested.version == vintage.version.toString()) {\\n                        dep.useTarget(c.resolutionStrategy.dependencySubstitution.project(\\'\"'\"'\"'\"'\"'\"'\"'\"':junit-vintage-engine\\'\"'\"'\"'\"'\"'\"'\"'\"'))\\n                    }\\n                }\\n            }\\n        }\\n    }\\n}\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n\\n\\ndef javascript_install_script(spec):\\n    script = spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'electron_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"'] + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' + spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'prepare\\'\"'\"'\"'\"'\"'\"'\"'\"']\\n    script = script.replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'bash /home/check_git_changes.sh\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'test -z \"$(git status --porcelain)\"\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    script = re.sub(r\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\s*\\\\|\\\\|\\\\s*true\\\\b\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"', script)\\n    if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'material-ui\\'\"'\"'\"'\"'\"'\"'\"'\"' and spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'293b579ab1dc22770921e57d1e5a51f9b90bbec0\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n        script = \\'\"'\"'\"'\"'\"'\"'\"'\"'export PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD=1\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' + script\\n    if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'redux\\'\"'\"'\"'\"'\"'\"'\"'\"' and spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'cefb03adfd672891e65166403cfc70709f73d6a8\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n        # Skip only the root release/test hook, retaining dependency lifecycle scripts.\\n        disable = \\'\"'\"'\"'\"'\"'\"'\"'\"'const fs=require(\"fs\");const p=JSON.parse(fs.readFileSync(\"package.json\"));delete p.scripts.prepublish;fs.writeFileSync(\"package.json\",JSON.stringify(p));\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n        install = (\\'\"'\"'\"'\"'\"'\"'\"'\"'( backup=$(mktemp); cp package.json \"$backup\"; \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                   \\'\"'\"'\"'\"'\"'\"'\"'\"'trap \\\\\\'\"'\"'\"'\"'\"'\"'\"'\"'cp \"$backup\" package.json; rm -f \"$backup\"\\\\\\'\"'\"'\"'\"'\"'\"'\"'\"' EXIT; \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                   \\'\"'\"'\"'\"'\"'\"'\"'\"'node -e \\'\"'\"'\"'\"'\"'\"'\"'\"' + shlex.quote(disable) + \\'\"'\"'\"'\"'\"'\"'\"'\"'; yarn install )\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n        script = re.sub(r\\'\"'\"'\"'\"'\"'\"'\"'\"'(?m)^yarn install\\\\s*$\\'\"'\"'\"'\"'\"'\"'\"'\"', lambda _: install, script)\\n    return script\\n\\n\\ndef preinstall(spec, configure_gradle_proxy):\\n    repo = Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/home\\'\"'\"'\"'\"'\"'\"'\"'\"') / spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"']\\n    properties = Path(os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'GRADLE_USER_HOME\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-gradle\\'\"'\"'\"'\"'\"'\"'\"'\"')) / \\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.properties\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n    original = properties.read_bytes() if properties.exists() else None\\n    original_mode = properties.stat().st_mode & 0o777 if properties.exists() else None\\n    java = spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] in (\\'\"'\"'\"'\"'\"'\"'\"'\"'checkstyle\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'fastjson2\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'junit5\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'logstash\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'mockito\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'spotbugs\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    with tempfile.TemporaryDirectory(prefix=\\'\"'\"'\"'\"'\"'\"'\"'\"'multiswe-preinstall-\\'\"'\"'\"'\"'\"'\"'\"'\"') as temporary:\\n        try:\\n            if java:\\n                configure_gradle_proxy()\\n                script = \\'\"'\"'\"'\"'\"'\"'\"'\"'set -e\\\\ngit reset --hard\\\\ngit checkout \\'\"'\"'\"'\"'\"'\"'\"'\"' + shlex.quote(spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"']) + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] in (\\'\"'\"'\"'\"'\"'\"'\"'\"'checkstyle\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'fastjson2\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n                    Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-maven-settings.xml\\'\"'\"'\"'\"'\"'\"'\"'\"').write_text(\\'\"'\"'\"'\"'\"'\"'\"'\"'<settings/>\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    settings = Path(temporary) / \\'\"'\"'\"'\"'\"'\"'\"'\"'settings.xml\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    values = {}\\n                    for protocol in (\\'\"'\"'\"'\"'\"'\"'\"'\"'http\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'https\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n                        value = os.environ.get(protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or os.environ.get(protocol.upper() + \\'\"'\"'\"'\"'\"'\"'\"'\"'_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                        if value:\\n                            url = urlsplit(value)\\n                            # Maven proxy settings are temporary and never baked into the image.\\n                            values[protocol] = (\\'\"'\"'\"'\"'\"'\"'\"'\"'<proxy><id>\\'\"'\"'\"'\"'\"'\"'\"'\"' + protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'</id><active>true</active><protocol>\\'\"'\"'\"'\"'\"'\"'\"'\"' + protocol +\\n                                \\'\"'\"'\"'\"'\"'\"'\"'\"'</protocol><host>\\'\"'\"'\"'\"'\"'\"'\"'\"' + escape(url.hostname or \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"') + \\'\"'\"'\"'\"'\"'\"'\"'\"'</host><port>\\'\"'\"'\"'\"'\"'\"'\"'\"' + str(url.port or 80) +\\n                                \\'\"'\"'\"'\"'\"'\"'\"'\"'</port><nonProxyHosts>localhost|127.*|repo.maven.apache.org|repo1.maven.org</nonProxyHosts></proxy>\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    settings.write_text(\\'\"'\"'\"'\"'\"'\"'\"'\"'<settings><proxies>\\'\"'\"'\"'\"'\"'\"'\"'\"' + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(values.values()) + \\'\"'\"'\"'\"'\"'\"'\"'\"'</proxies></settings>\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    maven_args = \\'\"'\"'\"'\"'\"'\"'\"'\"' -B -s \\'\"'\"'\"'\"'\"'\"'\"'\"' + shlex.quote(str(settings)) + \\'\"'\"'\"'\"'\"'\"'\"'\"' -Dmaven.repo.local=/opt/multiswe-maven \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'fastjson2\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n                        # Keep upstream profiles and packaging; execute graded tests only in the verifier.\\n                        script = spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'prepare\\'\"'\"'\"'\"'\"'\"'\"'\"'].replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'bash /home/check_git_changes.sh\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'test -z \"$(git status --porcelain)\"\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                        script = re.sub(r\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\s*\\\\|\\\\|\\\\s*true\\\\b\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"', script)\\n                        script = script.replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'./mvnw \\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'./mvnw\\'\"'\"'\"'\"'\"'\"'\"'\"' + maven_args + \\'\"'\"'\"'\"'\"'\"'\"'\"'-DskipTests \\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    else:\\n                        script += \\'\"'\"'\"'\"'\"'\"'\"'\"'mvn\\'\"'\"'\"'\"'\"'\"'\"'\"' + maven_args + \\'\"'\"'\"'\"'\"'\"'\"'\"'-DskipTests test\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                else:\\n                    junit_flag = \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'junit5\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n                        local = Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-junit-local.gradle\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                        local.write_text(JUNIT_LOCAL_SNAPSHOT)\\n                        junit_flag = \\'\"'\"'\"'\"'\"'\"'\"'\"'--init-script \\'\"'\"'\"'\"'\"'\"'\"'\"' + str(local) + \\'\"'\"'\"'\"'\"'\"'\"'\"' \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    init = Path(temporary) / \\'\"'\"'\"'\"'\"'\"'\"'\"'test-runtime.gradle\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    init.write_text(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.projectsEvaluated {\\n                        rootProject.tasks.register(\\'\"'\"'\"'\"'\"'\"'\"'\"'multisweInstallTestRuntime\\'\"'\"'\"'\"'\"'\"'\"'\"') {\\n                            doLast {\\n                                rootProject.allprojects.each { p ->\\n                                    p.tasks.withType(org.gradle.api.tasks.testing.Test).each { t ->\\n                                        t.classpath.files\\n                                        if (t.hasProperty(\\'\"'\"'\"'\"'\"'\"'\"'\"'javaLauncher\\'\"'\"'\"'\"'\"'\"'\"'\"')) t.javaLauncher.orNull\\n                                    }\\n                                }\\n                            }\\n                        }\\n                    }\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    script += (\\'\"'\"'\"'\"'\"'\"'\"'\"'./gradlew --no-daemon --max-workers 2 \\'\"'\"'\"'\"'\"'\"'\"'\"' + junit_flag + \\'\"'\"'\"'\"'\"'\"'\"'\"'--init-script \\'\"'\"'\"'\"'\"'\"'\"'\"' +\\n                               shlex.quote(str(init)) + \\'\"'\"'\"'\"'\"'\"'\"'\"' testClasses multisweInstallTestRuntime\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n            else:\\n                script = javascript_install_script(spec)\\n            log = Path(temporary) / \\'\"'\"'\"'\"'\"'\"'\"'\"'installation.log\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n            started = time.monotonic()\\n            print(\\'\"'\"'\"'\"'\"'\"'\"'\"'Installing baseline dependencies for \\'\"'\"'\"'\"'\"'\"'\"'\"' + spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] + \\'\"'\"'\"'\"'\"'\"'\"'\"'@\\'\"'\"'\"'\"'\"'\"'\"'\"' + spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"'], flush=True)\\n            with log.open(\\'\"'\"'\"'\"'\"'\"'\"'\"'w\\'\"'\"'\"'\"'\"'\"'\"'\"') as output:\\n                with subprocess.Popen([\\'\"'\"'\"'\"'\"'\"'\"'\"'bash\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'-euc\\'\"'\"'\"'\"'\"'\"'\"'\"', script], cwd=repo, stdout=subprocess.PIPE,\\n                                      stderr=subprocess.STDOUT, text=True, errors=\\'\"'\"'\"'\"'\"'\"'\"'\"'replace\\'\"'\"'\"'\"'\"'\"'\"'\"') as process:\\n                    for line in process.stdout:\\n                        output.write(line)\\n                        print(line, end=\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"', flush=True)\\n                    returncode = process.wait()\\n            print(f\\'\"'\"'\"'\"'\"'\"'\"'\"'Baseline dependency installation exit={returncode}, seconds={time.monotonic()-started:.1f}\\'\"'\"'\"'\"'\"'\"'\"'\"', flush=True)\\n            if returncode:\\n                lines = log.read_text(errors=\\'\"'\"'\"'\"'\"'\"'\"'\"'replace\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                marker = lines.find(\\'\"'\"'\"'\"'\"'\"'\"'\"'* What went wrong:\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                errors = [line for line in lines.splitlines() if line.startswith((\\'\"'\"'\"'\"'\"'\"'\"'\"'error \\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'[ERROR]\\'\"'\"'\"'\"'\"'\"'\"'\"'))]\\n                detail = lines[marker:marker + 1000] if marker >= 0 else \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(errors[:4])[:1000] or lines[-1000:]\\n                raise RuntimeError(\\'\"'\"'\"'\"'\"'\"'\"'\"'Baseline dependency installation failed: \\'\"'\"'\"'\"'\"'\"'\"'\"' + detail)\\n            head = subprocess.check_output([\\'\"'\"'\"'\"'\"'\"'\"'\"'git\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'rev-parse\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'HEAD\\'\"'\"'\"'\"'\"'\"'\"'\"'], cwd=repo, text=True).strip()\\n            if head != spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"']:\\n                raise RuntimeError(\\'\"'\"'\"'\"'\"'\"'\"'\"'Image checkout does not match the task baseline\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n            Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/home/fix.patch\\'\"'\"'\"'\"'\"'\"'\"'\"').unlink(missing_ok=True)\\n            Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-preinstalled.json\\'\"'\"'\"'\"'\"'\"'\"'\"').write_text(json.dumps({\\n                \\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"': spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'], \\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"': head, \\'\"'\"'\"'\"'\"'\"'\"'\"'baseline_test_command_removed\\'\"'\"'\"'\"'\"'\"'\"'\"': java,\\n            }) + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n        finally:\\n            if java:\\n                if original is None:\\n                    properties.unlink(missing_ok=True)\\n                else:\\n                    properties.write_bytes(original)\\n                    properties.chmod(original_mode)\\n\\npreinstall(json.loads(sys.argv[1]), configure_gradle_proxy)\\n'\"'\"'\"'\"'\"'\"'\"'\"')'\"'\"' '\"'\"'{\"base_sha\": \"11aad1727fc501c53acdfa622da60d33856822f0\", \"electron_proxy\": \"\", \"prepare\": \"#!/bin/bash\\nset -e\\n\\ncd /home/mockito\\ngit reset --hard\\nbash /home/check_git_changes.sh\\ngit checkout 11aad1727fc501c53acdfa622da60d33856822f0\\nbash /home/check_git_changes.sh\\n\\n./gradlew --no-daemon --max-workers 2 build || true\\n\\n\", \"repo\": \"mockito\"}'\"'\"''",
+    "/bin/sh -ec 'set -eu; for cache in /home/mockito/.gradle /home/mockito/buildSrc/build; do if [ -d \"$cache\" ]; then chmod -R a+rX \"$cache\"; fi; done'"
+  ],
+  "env": {
+    "GRADLE_USER_HOME": "/opt/multiswe-gradle"
+  },
+  "workdir": "/home/mockito",
+  "base_image": "mswebench/mockito_m_mockito@sha256:2e502e4a38aba9490958b640df9b80ef44f0ba6ff430ee544dc10fb2c56bfb60",
+  "copy": []
+}

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@@ -0,0 +1,14 @@
+{
+  "run": [
+    "/bin/sh -ec '. /etc/os-release; if [ \"$ID\" = debian ] && [ \"${VERSION_CODENAME:-}\" = bullseye ]; then for source_file in /etc/apt/sources.list /etc/apt/sources.list.d/*.list /etc/apt/sources.list.d/*.sources; do [ -f \"$source_file\" ] || continue; sed -i -E '\"'\"'s@https?://deb\\.debian\\.org/debian@https://archive.debian.org/debian@g; s@https?://security\\.debian\\.org/debian-security@https://archive.debian.org/debian-security@g'\"'\"' \"$source_file\"; done; printf '\"'\"'%s\\n'\"'\"' '\"'\"'Acquire::Check-Valid-Until \"false\";'\"'\"' > /etc/apt/apt.conf.d/99-multiswe-archive; fi'",
+    "/bin/sh -ec 'if ! dpkg-statoverride --list /usr/lib/x86_64-linux-gnu/utempter/utempter; then dpkg-statoverride --add root root 0755 /usr/lib/x86_64-linux-gnu/utempter/utempter; fi'",
+    "/bin/sh -ec 'apt-get update && apt-get install -y --no-install-recommends curl ca-certificates tmux && tmux -V && test -z \"$(dpkg --audit)\"'",
+    "/bin/sh -ec 'set -eu; python_build_dir=$(mktemp -d /tmp/multiswe-python.XXXXXX); trap '\"'\"'rm -rf \"$python_build_dir\"'\"'\"' EXIT; curl --fail --location --retry 3 '\"'\"'https://github.com/astral-sh/python-build-standalone/releases/download/20250818/cpython-3.11.13%2B20250818-x86_64-unknown-linux-gnu-install_only_stripped.tar.gz'\"'\"' -o \"$python_build_dir/python.tar.gz\"; printf '\"'\"'%s  %s\\n'\"'\"' 22232b7e892726fbf898e449cdae9ccfabf080319655575a8c5e54a39b553c96 \"$python_build_dir/python.tar.gz\" | sha256sum --check -; mkdir -p /opt/multiswe-python; tar -xzf \"$python_build_dir/python.tar.gz\" --strip-components=1 -C /opt/multiswe-python'",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -m pip install --no-cache-dir --disable-pip-version-check annotated-doc==0.0.5 annotated-types==0.8.0 anyio==4.15.1 bashlex==0.18 certifi==2026.7.22 cffi==2.1.1 charset-normalizer==3.5.2 click==8.5.0 cryptography==50.0.2 dataclasses-json==0.6.7 docker==7.2.0 fastapi==0.142.2 gitdb==4.0.12 GitPython==3.2.0 h11==0.16.0 idna==3.20 markdown-it-py==4.2.0 marshmallow==3.26.2 mdurl==0.1.2 '\"'\"'multi-swe-bench @ https://files.pythonhosted.org/packages/48/ad/6b7cda600a50392c790b14ee420b9a3bb318a982a298c05f2d1c066a434f/multi_swe_bench-1.1.2.tar.gz#sha256=44944bc6608d7d9b8d4390f3ce0a3b2c69122ea6be6e35766c6fde2328f50392'\"'\"' mypy_extensions==1.1.0 opentelemetry-api==1.45.1 packaging==26.3 pexpect==4.9.0 pip==24.3.1 ptyprocess==0.7.0 pycparser==3.0 pydantic==2.13.5 pydantic_core==2.46.5 PyGithub==2.10.0 Pygments==2.21.0 PyJWT==2.15.1 PyNaCl==1.6.2 python-multipart==0.0.32 PyYAML==6.0.3 requests==2.34.2 rich==15.0.0 setuptools==80.9.0 smmap==5.0.3 starlette==1.7.0 swe-rex==1.4.0 toml==0.10.2 tqdm==4.70.1 typing-inspect==0.9.0 typing-inspection==0.4.4 typing_extensions==4.16.0 unidiff==1.0.1 urllib3==2.8.0 uvicorn==0.54.0'",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -c '\"'\"'from multi_swe_bench.harness.dataset import Dataset; from multi_swe_bench.harness.instance import Instance'\"'\"''"
+  ],
+  "env": {},
+  "workdir": "/home/express",
+  "base_image": "mswebench/expressjs_m_express@sha256:cb2bfa48685954c0a7f246b062ecdde9b7067d09065c13d711981ab632d9db63",
+  "copy": []
+}

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+{
+  "run": [
+    "/bin/sh -ec '. /etc/os-release; if [ \"$ID\" = debian ] && [ \"${VERSION_CODENAME:-}\" = bullseye ]; then for source_file in /etc/apt/sources.list /etc/apt/sources.list.d/*.list /etc/apt/sources.list.d/*.sources; do [ -f \"$source_file\" ] || continue; sed -i -E '\"'\"'s@https?://deb\\.debian\\.org/debian@https://archive.debian.org/debian@g; s@https?://security\\.debian\\.org/debian-security@https://archive.debian.org/debian-security@g'\"'\"' \"$source_file\"; done; printf '\"'\"'%s\\n'\"'\"' '\"'\"'Acquire::Check-Valid-Until \"false\";'\"'\"' > /etc/apt/apt.conf.d/99-multiswe-archive; fi'",
+    "/bin/sh -ec 'if ! dpkg-statoverride --list /usr/lib/x86_64-linux-gnu/utempter/utempter; then dpkg-statoverride --add root root 0755 /usr/lib/x86_64-linux-gnu/utempter/utempter; fi'",
+    "/bin/sh -ec 'apt-get update && apt-get install -y --no-install-recommends curl ca-certificates tmux && tmux -V && test -z \"$(dpkg --audit)\"'",
+    "/bin/sh -ec 'set -eu; python_build_dir=$(mktemp -d /tmp/multiswe-python.XXXXXX); trap '\"'\"'rm -rf \"$python_build_dir\"'\"'\"' EXIT; curl --fail --location --retry 3 '\"'\"'https://github.com/astral-sh/python-build-standalone/releases/download/20250818/cpython-3.11.13%2B20250818-x86_64-unknown-linux-gnu-install_only_stripped.tar.gz'\"'\"' -o \"$python_build_dir/python.tar.gz\"; printf '\"'\"'%s  %s\\n'\"'\"' 22232b7e892726fbf898e449cdae9ccfabf080319655575a8c5e54a39b553c96 \"$python_build_dir/python.tar.gz\" | sha256sum --check -; mkdir -p /opt/multiswe-python; tar -xzf \"$python_build_dir/python.tar.gz\" --strip-components=1 -C /opt/multiswe-python'",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -m pip install --no-cache-dir --disable-pip-version-check annotated-doc==0.0.5 annotated-types==0.8.0 anyio==4.15.1 bashlex==0.18 certifi==2026.7.22 cffi==2.1.1 charset-normalizer==3.5.2 click==8.5.0 cryptography==50.0.2 dataclasses-json==0.6.7 docker==7.2.0 fastapi==0.142.2 gitdb==4.0.12 GitPython==3.2.0 h11==0.16.0 idna==3.20 markdown-it-py==4.2.0 marshmallow==3.26.2 mdurl==0.1.2 '\"'\"'multi-swe-bench @ https://files.pythonhosted.org/packages/48/ad/6b7cda600a50392c790b14ee420b9a3bb318a982a298c05f2d1c066a434f/multi_swe_bench-1.1.2.tar.gz#sha256=44944bc6608d7d9b8d4390f3ce0a3b2c69122ea6be6e35766c6fde2328f50392'\"'\"' mypy_extensions==1.1.0 opentelemetry-api==1.45.1 packaging==26.3 pexpect==4.9.0 pip==24.3.1 ptyprocess==0.7.0 pycparser==3.0 pydantic==2.13.5 pydantic_core==2.46.5 PyGithub==2.10.0 Pygments==2.21.0 PyJWT==2.15.1 PyNaCl==1.6.2 python-multipart==0.0.32 PyYAML==6.0.3 requests==2.34.2 rich==15.0.0 setuptools==80.9.0 smmap==5.0.3 starlette==1.7.0 swe-rex==1.4.0 toml==0.10.2 tqdm==4.70.1 typing-inspect==0.9.0 typing-inspection==0.4.4 typing_extensions==4.16.0 unidiff==1.0.1 urllib3==2.8.0 uvicorn==0.54.0'",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -c '\"'\"'from multi_swe_bench.harness.dataset import Dataset; from multi_swe_bench.harness.instance import Instance'\"'\"''",
+    "/bin/sh -ec '/opt/multiswe-python/bin/python3 -c '\"'\"'exec('\"'\"'\"'\"'\"'\"'\"'\"'\"\"\"Configure Gradle\\'\"'\"'\"'\"'\"'\"'\"'\"'s JVM proxy from the task runtime\\'\"'\"'\"'\"'\"'\"'\"'\"'s proxy environment.\"\"\"\\nimport os\\nfrom pathlib import Path\\nfrom urllib.parse import unquote, urlsplit\\nfrom urllib.error import HTTPError\\nfrom urllib.request import ProxyHandler, build_opener\\n\\n\\ndef properties(env):\\n    result = {}\\n    for protocol in (\\'\"'\"'\"'\"'\"'\"'\"'\"'http\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'https\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n        value = env.get(protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or env.get(protocol.upper() + \\'\"'\"'\"'\"'\"'\"'\"'\"'_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n        if not value:\\n            continue\\n        url = urlsplit(value if \\'\"'\"'\"'\"'\"'\"'\"'\"'://\\'\"'\"'\"'\"'\"'\"'\"'\"' in value else \\'\"'\"'\"'\"'\"'\"'\"'\"'http://\\'\"'\"'\"'\"'\"'\"'\"'\"' + value)\\n        if url.scheme != \\'\"'\"'\"'\"'\"'\"'\"'\"'http\\'\"'\"'\"'\"'\"'\"'\"'\"' or not url.hostname:\\n            raise ValueError(\\'\"'\"'\"'\"'\"'\"'\"'\"'Gradle proxy requires an HTTP proxy URL\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n        prefix = \\'\"'\"'\"'\"'\"'\"'\"'\"'systemProp.\\'\"'\"'\"'\"'\"'\"'\"'\"' + protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'.\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n        result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyHost\\'\"'\"'\"'\"'\"'\"'\"'\"'] = url.hostname\\n        result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyPort\\'\"'\"'\"'\"'\"'\"'\"'\"'] = str(url.port or 80)\\n        if url.username:\\n            result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyUser\\'\"'\"'\"'\"'\"'\"'\"'\"'] = unquote(url.username)\\n        if url.password:\\n            result[prefix + \\'\"'\"'\"'\"'\"'\"'\"'\"'proxyPassword\\'\"'\"'\"'\"'\"'\"'\"'\"'] = unquote(url.password)\\n    if result:\\n        hosts = [\\'\"'\"'\"'\"'\"'\"'\"'\"'localhost\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'127.*\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'[::1]\\'\"'\"'\"'\"'\"'\"'\"'\"']\\n        for host in (env.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'no_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or env.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'NO_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"') or \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"').split(\\'\"'\"'\"'\"'\"'\"'\"'\"',\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n            host = host.strip()\\n            if host and \\'\"'\"'\"'\"'\"'\"'\"'\"'/\\'\"'\"'\"'\"'\"'\"'\"'\"' not in host and \\'\"'\"'\"'\"'\"'\"'\"'\"':\\'\"'\"'\"'\"'\"'\"'\"'\"' not in host:\\n                hosts.append(\\'\"'\"'\"'\"'\"'\"'\"'\"'*\\'\"'\"'\"'\"'\"'\"'\"'\"' + host if host.startswith(\\'\"'\"'\"'\"'\"'\"'\"'\"'.\\'\"'\"'\"'\"'\"'\"'\"'\"') else host)\\n        result[\\'\"'\"'\"'\"'\"'\"'\"'\"'systemProp.http.nonProxyHosts\\'\"'\"'\"'\"'\"'\"'\"'\"'] = \\'\"'\"'\"'\"'\"'\"'\"'\"'|\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(hosts)\\n    return result\\n\\n\\ndef configure_gradle_proxy():\\n    values = properties(os.environ)\\n    if not values:\\n        return\\n    # Some cluster proxies share a rate-limited Maven Central exit IP. Bypass\\n    # only after observing 429 through that proxy and verifying direct access.\\n    proxy = os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'https_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'HTTPS_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    if proxy:\\n        for host in (\\'\"'\"'\"'\"'\"'\"'\"'\"'repo.maven.apache.org\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'repo1.maven.org\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'plugins.gradle.org\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n            prefix = \\'\"'\"'\"'\"'\"'\"'\"'\"'m2\\'\"'\"'\"'\"'\"'\"'\"'\"' if host == \\'\"'\"'\"'\"'\"'\"'\"'\"'plugins.gradle.org\\'\"'\"'\"'\"'\"'\"'\"'\"' else \\'\"'\"'\"'\"'\"'\"'\"'\"'maven2\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n            url = f\\'\"'\"'\"'\"'\"'\"'\"'\"'https://{host}/{prefix}/org/jetbrains/kotlin/kotlin-stdlib/1.9.24/kotlin-stdlib-1.9.24.pom\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n            try:\\n                with build_opener(ProxyHandler({\\'\"'\"'\"'\"'\"'\"'\"'\"'https\\'\"'\"'\"'\"'\"'\"'\"'\"': proxy})).open(url, timeout=5) as response:\\n                    response.read()\\n            except HTTPError as exc:\\n                if exc.code != 429:\\n                    continue\\n                try:\\n                    with build_opener(ProxyHandler({})).open(url, timeout=5) as response:\\n                        if response.status != 200 or b\\'\"'\"'\"'\"'\"'\"'\"'\"'<artifactId>kotlin-stdlib</artifactId>\\'\"'\"'\"'\"'\"'\"'\"'\"' not in response.read():\\n                            continue\\n                except OSError:\\n                    continue\\n                values[\\'\"'\"'\"'\"'\"'\"'\"'\"'systemProp.http.nonProxyHosts\\'\"'\"'\"'\"'\"'\"'\"'\"'] += \\'\"'\"'\"'\"'\"'\"'\"'\"'|\\'\"'\"'\"'\"'\"'\"'\"'\"' + host\\n                print(f\\'\"'\"'\"'\"'\"'\"'\"'\"'Gradle: verified direct access to {host} after proxy HTTP 429\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n            except OSError:\\n                pass\\n    path = Path(os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'GRADLE_USER_HOME\\'\"'\"'\"'\"'\"'\"'\"'\"', str(Path.home() / \\'\"'\"'\"'\"'\"'\"'\"'\"'.gradle\\'\"'\"'\"'\"'\"'\"'\"'\"'))) / \\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.properties\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n    path.parent.mkdir(parents=True, exist_ok=True)\\n    old = path.read_text() if path.exists() else \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n    keys = {line.split(\\'\"'\"'\"'\"'\"'\"'\"'\"'=\\'\"'\"'\"'\"'\"'\"'\"'\"', 1)[0].strip() for line in old.splitlines() if \\'\"'\"'\"'\"'\"'\"'\"'\"'=\\'\"'\"'\"'\"'\"'\"'\"'\"' in line}\\n    def escape(value):\\n        return value.replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\\\\\\\\\\\'\"'\"'\"'\"'\"'\"'\"'\"').replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"').replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\r\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\\\\\r\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    with path.open(\\'\"'\"'\"'\"'\"'\"'\"'\"'a\\'\"'\"'\"'\"'\"'\"'\"'\"') as stream:\\n        stream.write(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(k + \\'\"'\"'\"'\"'\"'\"'\"'\"'=\\'\"'\"'\"'\"'\"'\"'\"'\"' + escape(v) + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' for k, v in values.items() if k not in keys))\\n    path.chmod(0o600)\\n\\n\\n\"\"\"Install one exact baseline\\'\"'\"'\"'\"'\"'\"'\"'\"'s dependencies during image construction.\"\"\"\\nimport json\\nimport os\\nfrom pathlib import Path\\nimport re\\nimport shlex\\nimport subprocess\\nimport sys\\nimport tempfile\\nimport time\\nfrom urllib.parse import urlsplit\\nfrom xml.sax.saxutils import escape\\n\\n\\nJUNIT_LOCAL_SNAPSHOT = \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.projectsEvaluated {\\n    def vintage = rootProject.findProject(\\'\"'\"'\"'\"'\"'\"'\"'\"':junit-vintage-engine\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    if (vintage != null) {\\n        rootProject.allprojects { p ->\\n            p.configurations.configureEach { c ->\\n                c.resolutionStrategy.dependencySubstitution.all { dep ->\\n                    def requested = dep.requested\\n                    if (requested instanceof org.gradle.api.artifacts.component.ModuleComponentSelector &&\\n                        requested.group == \\'\"'\"'\"'\"'\"'\"'\"'\"'org.junit.vintage\\'\"'\"'\"'\"'\"'\"'\"'\"' &&\\n                        requested.module == \\'\"'\"'\"'\"'\"'\"'\"'\"'junit-vintage-engine\\'\"'\"'\"'\"'\"'\"'\"'\"' &&\\n                        requested.version == vintage.version.toString()) {\\n                        dep.useTarget(c.resolutionStrategy.dependencySubstitution.project(\\'\"'\"'\"'\"'\"'\"'\"'\"':junit-vintage-engine\\'\"'\"'\"'\"'\"'\"'\"'\"'))\\n                    }\\n                }\\n            }\\n        }\\n    }\\n}\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n\\n\\ndef preinstall(spec, configure_gradle_proxy):\\n    repo = Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/home\\'\"'\"'\"'\"'\"'\"'\"'\"') / spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"']\\n    properties = Path(os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'GRADLE_USER_HOME\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-gradle\\'\"'\"'\"'\"'\"'\"'\"'\"')) / \\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.properties\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n    original = properties.read_bytes() if properties.exists() else None\\n    original_mode = properties.stat().st_mode & 0o777 if properties.exists() else None\\n    java = spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] in (\\'\"'\"'\"'\"'\"'\"'\"'\"'checkstyle\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'fastjson2\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'junit5\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'logstash\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'mockito\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'spotbugs\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    with tempfile.TemporaryDirectory(prefix=\\'\"'\"'\"'\"'\"'\"'\"'\"'multiswe-preinstall-\\'\"'\"'\"'\"'\"'\"'\"'\"') as temporary:\\n        try:\\n            if java:\\n                configure_gradle_proxy()\\n                script = \\'\"'\"'\"'\"'\"'\"'\"'\"'set -e\\\\ngit reset --hard\\\\ngit checkout \\'\"'\"'\"'\"'\"'\"'\"'\"' + shlex.quote(spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"']) + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] in (\\'\"'\"'\"'\"'\"'\"'\"'\"'checkstyle\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'fastjson2\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n                    Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-maven-settings.xml\\'\"'\"'\"'\"'\"'\"'\"'\"').write_text(\\'\"'\"'\"'\"'\"'\"'\"'\"'<settings/>\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    settings = Path(temporary) / \\'\"'\"'\"'\"'\"'\"'\"'\"'settings.xml\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    values = {}\\n                    for protocol in (\\'\"'\"'\"'\"'\"'\"'\"'\"'http\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'https\\'\"'\"'\"'\"'\"'\"'\"'\"'):\\n                        value = os.environ.get(protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"') or os.environ.get(protocol.upper() + \\'\"'\"'\"'\"'\"'\"'\"'\"'_PROXY\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                        if value:\\n                            url = urlsplit(value)\\n                            # Maven proxy settings are temporary and never baked into the image.\\n                            values[protocol] = (\\'\"'\"'\"'\"'\"'\"'\"'\"'<proxy><id>\\'\"'\"'\"'\"'\"'\"'\"'\"' + protocol + \\'\"'\"'\"'\"'\"'\"'\"'\"'</id><active>true</active><protocol>\\'\"'\"'\"'\"'\"'\"'\"'\"' + protocol +\\n                                \\'\"'\"'\"'\"'\"'\"'\"'\"'</protocol><host>\\'\"'\"'\"'\"'\"'\"'\"'\"' + escape(url.hostname or \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"') + \\'\"'\"'\"'\"'\"'\"'\"'\"'</host><port>\\'\"'\"'\"'\"'\"'\"'\"'\"' + str(url.port or 80) +\\n                                \\'\"'\"'\"'\"'\"'\"'\"'\"'</port><nonProxyHosts>localhost|127.*|repo.maven.apache.org|repo1.maven.org</nonProxyHosts></proxy>\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    settings.write_text(\\'\"'\"'\"'\"'\"'\"'\"'\"'<settings><proxies>\\'\"'\"'\"'\"'\"'\"'\"'\"' + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(values.values()) + \\'\"'\"'\"'\"'\"'\"'\"'\"'</proxies></settings>\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    maven_args = \\'\"'\"'\"'\"'\"'\"'\"'\"' -B -s \\'\"'\"'\"'\"'\"'\"'\"'\"' + shlex.quote(str(settings)) + \\'\"'\"'\"'\"'\"'\"'\"'\"' -Dmaven.repo.local=/opt/multiswe-maven \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'fastjson2\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n                        # Keep upstream profiles and packaging; execute graded tests only in the verifier.\\n                        script = spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'prepare\\'\"'\"'\"'\"'\"'\"'\"'\"'].replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'bash /home/check_git_changes.sh\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'test -z \"$(git status --porcelain)\"\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                        script = re.sub(r\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\s*\\\\|\\\\|\\\\s*true\\\\b\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"', script)\\n                        script = script.replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'./mvnw \\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'./mvnw\\'\"'\"'\"'\"'\"'\"'\"'\"' + maven_args + \\'\"'\"'\"'\"'\"'\"'\"'\"'-DskipTests \\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    else:\\n                        script += \\'\"'\"'\"'\"'\"'\"'\"'\"'mvn\\'\"'\"'\"'\"'\"'\"'\"'\"' + maven_args + \\'\"'\"'\"'\"'\"'\"'\"'\"'-DskipTests test\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                else:\\n                    junit_flag = \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'junit5\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n                        local = Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-junit-local.gradle\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                        local.write_text(JUNIT_LOCAL_SNAPSHOT)\\n                        junit_flag = \\'\"'\"'\"'\"'\"'\"'\"'\"'--init-script \\'\"'\"'\"'\"'\"'\"'\"'\"' + str(local) + \\'\"'\"'\"'\"'\"'\"'\"'\"' \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    init = Path(temporary) / \\'\"'\"'\"'\"'\"'\"'\"'\"'test-runtime.gradle\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    init.write_text(\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'gradle.projectsEvaluated {\\n                        rootProject.tasks.register(\\'\"'\"'\"'\"'\"'\"'\"'\"'multisweInstallTestRuntime\\'\"'\"'\"'\"'\"'\"'\"'\"') {\\n                            doLast {\\n                                rootProject.allprojects.each { p ->\\n                                    p.tasks.withType(org.gradle.api.tasks.testing.Test).each { t ->\\n                                        t.classpath.files\\n                                        if (t.hasProperty(\\'\"'\"'\"'\"'\"'\"'\"'\"'javaLauncher\\'\"'\"'\"'\"'\"'\"'\"'\"')) t.javaLauncher.orNull\\n                                    }\\n                                }\\n                            }\\n                        }\\n                    }\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    script += (\\'\"'\"'\"'\"'\"'\"'\"'\"'./gradlew --no-daemon --max-workers 2 \\'\"'\"'\"'\"'\"'\"'\"'\"' + junit_flag + \\'\"'\"'\"'\"'\"'\"'\"'\"'--init-script \\'\"'\"'\"'\"'\"'\"'\"'\"' +\\n                               shlex.quote(str(init)) + \\'\"'\"'\"'\"'\"'\"'\"'\"' testClasses multisweInstallTestRuntime\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n            else:\\n                script = spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'electron_proxy\\'\"'\"'\"'\"'\"'\"'\"'\"'] + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' + spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'prepare\\'\"'\"'\"'\"'\"'\"'\"'\"']\\n                script = script.replace(\\'\"'\"'\"'\"'\"'\"'\"'\"'bash /home/check_git_changes.sh\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'test -z \"$(git status --porcelain)\"\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                # Image creation must not silently succeed with a broken install.\\n                script = re.sub(r\\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\s*\\\\|\\\\|\\\\s*true\\\\b\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"', script)\\n                if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'material-ui\\'\"'\"'\"'\"'\"'\"'\"'\"' and spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'293b579ab1dc22770921e57d1e5a51f9b90bbec0\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n                    script = \\'\"'\"'\"'\"'\"'\"'\"'\"'export PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD=1\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"' + script\\n                if spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'redux\\'\"'\"'\"'\"'\"'\"'\"'\"' and spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"'] == \\'\"'\"'\"'\"'\"'\"'\"'\"'cefb03adfd672891e65166403cfc70709f73d6a8\\'\"'\"'\"'\"'\"'\"'\"'\"':\\n                    # Skip only the root release/test hook, retaining dependency lifecycle scripts.\\n                    disable = \\'\"'\"'\"'\"'\"'\"'\"'\"'const fs=require(\"fs\");const p=JSON.parse(fs.readFileSync(\"package.json\"));delete p.scripts.prepublish;fs.writeFileSync(\"package.json\",JSON.stringify(p));\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                    install = (\\'\"'\"'\"'\"'\"'\"'\"'\"'( backup=$(mktemp); cp package.json \"$backup\"; \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                               \\'\"'\"'\"'\"'\"'\"'\"'\"'trap \\\\\\'\"'\"'\"'\"'\"'\"'\"'\"'cp \"$backup\" package.json; rm -f \"$backup\"\\\\\\'\"'\"'\"'\"'\"'\"'\"'\"' EXIT; \\'\"'\"'\"'\"'\"'\"'\"'\"'\\n                               \\'\"'\"'\"'\"'\"'\"'\"'\"'node -e \\'\"'\"'\"'\"'\"'\"'\"'\"' + shlex.quote(disable) + \\'\"'\"'\"'\"'\"'\"'\"'\"'; yarn install )\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                    script = re.sub(r\\'\"'\"'\"'\"'\"'\"'\"'\"'(?m)^yarn install\\\\s*$\\'\"'\"'\"'\"'\"'\"'\"'\"', lambda _: install, script)\\n            log = Path(temporary) / \\'\"'\"'\"'\"'\"'\"'\"'\"'installation.log\\'\"'\"'\"'\"'\"'\"'\"'\"'\\n            started = time.monotonic()\\n            print(\\'\"'\"'\"'\"'\"'\"'\"'\"'Installing baseline dependencies for \\'\"'\"'\"'\"'\"'\"'\"'\"' + spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'] + \\'\"'\"'\"'\"'\"'\"'\"'\"'@\\'\"'\"'\"'\"'\"'\"'\"'\"' + spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"'], flush=True)\\n            with log.open(\\'\"'\"'\"'\"'\"'\"'\"'\"'w\\'\"'\"'\"'\"'\"'\"'\"'\"') as output:\\n                with subprocess.Popen([\\'\"'\"'\"'\"'\"'\"'\"'\"'bash\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'-euc\\'\"'\"'\"'\"'\"'\"'\"'\"', script], cwd=repo, stdout=subprocess.PIPE,\\n                                      stderr=subprocess.STDOUT, text=True, errors=\\'\"'\"'\"'\"'\"'\"'\"'\"'replace\\'\"'\"'\"'\"'\"'\"'\"'\"') as process:\\n                    for line in process.stdout:\\n                        output.write(line)\\n                        print(line, end=\\'\"'\"'\"'\"'\"'\"'\"'\"'\\'\"'\"'\"'\"'\"'\"'\"'\"', flush=True)\\n                    returncode = process.wait()\\n            print(f\\'\"'\"'\"'\"'\"'\"'\"'\"'Baseline dependency installation exit={returncode}, seconds={time.monotonic()-started:.1f}\\'\"'\"'\"'\"'\"'\"'\"'\"', flush=True)\\n            if returncode:\\n                lines = log.read_text(errors=\\'\"'\"'\"'\"'\"'\"'\"'\"'replace\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                marker = lines.find(\\'\"'\"'\"'\"'\"'\"'\"'\"'* What went wrong:\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n                errors = [line for line in lines.splitlines() if line.startswith((\\'\"'\"'\"'\"'\"'\"'\"'\"'error \\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'[ERROR]\\'\"'\"'\"'\"'\"'\"'\"'\"'))]\\n                detail = lines[marker:marker + 1000] if marker >= 0 else \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"'.join(errors[:4])[:1000] or lines[-1000:]\\n                raise RuntimeError(\\'\"'\"'\"'\"'\"'\"'\"'\"'Baseline dependency installation failed: \\'\"'\"'\"'\"'\"'\"'\"'\"' + detail)\\n            head = subprocess.check_output([\\'\"'\"'\"'\"'\"'\"'\"'\"'git\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'rev-parse\\'\"'\"'\"'\"'\"'\"'\"'\"', \\'\"'\"'\"'\"'\"'\"'\"'\"'HEAD\\'\"'\"'\"'\"'\"'\"'\"'\"'], cwd=repo, text=True).strip()\\n            if head != spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"']:\\n                raise RuntimeError(\\'\"'\"'\"'\"'\"'\"'\"'\"'Image checkout does not match the task baseline\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n            Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/home/fix.patch\\'\"'\"'\"'\"'\"'\"'\"'\"').unlink(missing_ok=True)\\n            Path(\\'\"'\"'\"'\"'\"'\"'\"'\"'/opt/multiswe-preinstalled.json\\'\"'\"'\"'\"'\"'\"'\"'\"').write_text(json.dumps({\\n                \\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"': spec[\\'\"'\"'\"'\"'\"'\"'\"'\"'repo\\'\"'\"'\"'\"'\"'\"'\"'\"'], \\'\"'\"'\"'\"'\"'\"'\"'\"'base_sha\\'\"'\"'\"'\"'\"'\"'\"'\"': head, \\'\"'\"'\"'\"'\"'\"'\"'\"'baseline_test_command_removed\\'\"'\"'\"'\"'\"'\"'\"'\"': java,\\n            }) + \\'\"'\"'\"'\"'\"'\"'\"'\"'\\\\n\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n        finally:\\n            if java:\\n                if original is None:\\n                    properties.unlink(missing_ok=True)\\n                else:\\n                    properties.write_bytes(original)\\n                    properties.chmod(original_mode)\\n\\n\"\"\"Give Maven\\'\"'\"'\"'\"'\"'\"'\"'\"'s bootstrap JVM the build proxy before settings.xml is loaded.\"\"\"\\nfrom contextlib import contextmanager\\nimport os\\n\\n\\n@contextmanager\\ndef maven_wrapper_proxy(proxy_properties):\\n    original = os.environ.get(\\'\"'\"'\"'\"'\"'\"'\"'\"'MAVEN_OPTS\\'\"'\"'\"'\"'\"'\"'\"'\"')\\n    # The wrapper downloads Maven before Maven can read its proxy settings.\\n    # Reuse the JVM proxy and bypass rules used for Gradle on this cluster.\\n    values = proxy_properties(os.environ)\\n    options = \\'\"'\"'\"'\"'\"'\"'\"'\"' \\'\"'\"'\"'\"'\"'\"'\"'\"'.join(\\'\"'\"'\"'\"'\"'\"'\"'\"'-D\\'\"'\"'\"'\"'\"'\"'\"'\"' + key.removeprefix(\\'\"'\"'\"'\"'\"'\"'\"'\"'systemProp.\\'\"'\"'\"'\"'\"'\"'\"'\"') + \\'\"'\"'\"'\"'\"'\"'\"'\"'=\\'\"'\"'\"'\"'\"'\"'\"'\"' + value\\n                       for key, value in values.items())\\n    try:\\n        if options:\\n            os.environ[\\'\"'\"'\"'\"'\"'\"'\"'\"'MAVEN_OPTS\\'\"'\"'\"'\"'\"'\"'\"'\"'] = \\'\"'\"'\"'\"'\"'\"'\"'\"' \\'\"'\"'\"'\"'\"'\"'\"'\"'.join(filter(None, (original, options)))\\n        yield\\n    finally:\\n        if original is None:\\n            os.environ.pop(\\'\"'\"'\"'\"'\"'\"'\"'\"'MAVEN_OPTS\\'\"'\"'\"'\"'\"'\"'\"'\"', None)\\n        else:\\n            os.environ[\\'\"'\"'\"'\"'\"'\"'\"'\"'MAVEN_OPTS\\'\"'\"'\"'\"'\"'\"'\"'\"'] = original\\n\\nwith maven_wrapper_proxy(properties):\\n    preinstall(json.loads(sys.argv[1]), configure_gradle_proxy)\\n'\"'\"'\"'\"'\"'\"'\"'\"')'\"'\"' '\"'\"'{\"base_sha\": \"549f55edfddd63e26c2c9c758677b6e29a0ccde0\", \"electron_proxy\": \"\", \"prepare\": \"#!/bin/bash\\nset -e\\n\\ncd /home/fastjson2\\ngit config core.autocrlf input\\ngit config core.filemode false\\necho \\\".gitattributes\\\" >> .git/info/exclude\\necho \\\"*.zip binary\\\" >> .gitattributes\\necho \\\"*.png binary\\\" >> .gitattributes\\necho \\\"*.jpg binary\\\" >> .gitattributes\\ngit add .\\ngit reset --hard\\nbash /home/check_git_changes.sh\\ngit checkout 549f55edfddd63e26c2c9c758677b6e29a0ccde0\\nbash /home/check_git_changes.sh\\n\\n./mvnw -V --no-transfer-progress -Pgen-javadoc -Pgen-dokka clean package -Dsurefire.useFile=false -Dmaven.test.skip=false -DfailIfNoTests=false || true\\n\\n\", \"repo\": \"fastjson2\"}'\"'\"''"
+  ],
+  "env": {
+    "GRADLE_USER_HOME": "/opt/multiswe-gradle",
+    "MAVEN_USER_HOME": "/opt/multiswe-maven-user"
+  },
+  "workdir": "/home/fastjson2",
+  "base_image": "mswebench/alibaba_m_fastjson2@sha256:af5482f01949b8b689d00f164d45c574dc619c9a348ae74adf8eb7eb5b8a20ca",
+  "copy": []
+}

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