{ "run_id": "mossadnik--pyspark-inspect-gpt-6-luna-1793156545541404810", "date": "2026-10-28T03:08:35.533039+00:00", "repo": "mossadnik/pyspark-inspect", "kind": "repo", "source": "https://github.com/mossadnik/pyspark-inspect", "commit": "1614e798b0f6905aca633e9dfa2709e06dd98445", "model": "gpt-6-luna", "model_version": "gpt-6-luna", "test_version": "readme-3be879002729975eaa9c9bc49f02188330eb783b8fc02944604e0325529353be", "pass": false, "outcome": "blocked", "time_to_working_s": null, "total_s": 369.99151515960693, "steps": [ "pwd && ls -la && sed -n '1,240p' README.md && python3 --version && id -u", "cat pyproject.toml && rg --files && rg -n \"def inspect|inspect_dataframe|cron|schedule|__main__\" pyspark_inspect tests", "find pyspark_inspect tests -type f -maxdepth 4 -print; sed -n '1,240p' pyspark_inspect/__init__.py; sed -n '1,240p' pyspark_inspect/inspect.py", "python3 -m venv .venv && .venv/bin/python -m pip install -e .", "sed -n '1,240p' pyspark_inspect/api.py; sed -n '1,200p' pyspark_inspect/plan.py", "JAVA_TOOL_OPTIONS='-XX:ActiveProcessorCount=2' .venv/bin/python .coldpass/operation.py", "mkdir -p .coldpass; cat > .coldpass/operation.py <<'PY'\nfrom pyspark.sql import SparkSession, functions as F\nfrom pyspark_inspect import inspect_dataframe\nspark = SparkSession.builder.master('local[1]').appName('coldpass').config('spark.ui.enabled', 'false').getOrCreate()\nspark.sparkContext.setLogLevel('ERROR')\ndf = spark.createDataFrame([[1, 2]], ['a', 'b']).withColumn('c', F.col('a') + F.col('b'))\nplan = inspect_dataframe(df)\nprint(type(plan).__name__)\nprint(plan)\nspark.stop()\nPY\nJAVA_TOOL_OPTIONS='-XX:ActiveProcessorCount=2' .venv/bin/python .coldpass/operation.py", "java -version; sudo -n apt-get -o DPkg::Lock::Timeout=300 update && sudo -n apt-get -o DPkg::Lock::Timeout=300 install -y default-jre-headless", "JAVA_HOME=/usr/lib/jvm/java-21-openjdk-amd64 JAVA_TOOL_OPTIONS='-XX:ActiveProcessorCount=2' .venv/bin/python .coldpass/operation.py", " .venv/bin/python -m pip install 'pyspark==3.5.7'", "JAVA_HOME=/usr/lib/jvm/java-21-openjdk-amd64 JAVA_TOOL_OPTIONS='-XX:ActiveProcessorCount=2' .venv/bin/python .coldpass/operation.py", "sed -n '1,220p' pyspark_inspect/parser/catalyst.py; sed -n '1,120p' tests/conftest.py", "cat > .coldpass/probe.json <<'JSON'\n{\"kind\":\"cli\",\"argv\":[\"\",\".coldpass/operation.py\"],\"cwd\":\"\",\"env\":{\"JAVA_HOME\":\"/usr/lib/jvm/java-21-openjdk-amd64\",\"JAVA_TOOL_OPTIONS\":\"-XX:ActiveProcessorCount=2\"},\"expected_returncode\":1,\"expected_text\":\"Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\"}\nJSON\ncat > .coldpass/claims.json <<'JSON'\n[{\"kind\":\"claim\",\"claim\":\"inspect a PySpark dataframe query plan\",\"source\":\"It converts analyzed Catalyst plans into Python data structures that can be queried programmatically.\",\"input\":\"Spark dataframe with a+b column, matching Basic Usage\",\"expected\":\"parsed plan containing Project\",\"probe_kind\":\"cli\",\"argv\":[\"\",\".coldpass/operation.py\"],\"cwd\":\"\",\"env\":{\"JAVA_HOME\":\"/usr/lib/jvm/java-21-openjdk-amd64\",\"JAVA_TOOL_OPTIONS\":\"-XX:ActiveProcessorCount=2\"},\"expected_returncode\":1,\"expected_text\":\"Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\"}]\nJSON\ncat > .coldpass/cycles.json <<'JSON'\n{\"detected\":false,\"reason\":\"Inspected README, pyproject.toml, and package entry points; the library exposes inspect_dataframe and has no scheduling, loop, webhook, or cycle behavior.\",\"checks\":[]}\nJSON\ncat > .coldpass/examples.json <<'JSON'\n[{\"kind\":\"example\",\"claim\":\"README Basic Usage dataframe inspection\",\"source\":\"README.md, Basic Usage\",\"input\":\"The README Spark dataframe expression with a+b column\",\"expected\":\"Parsed Catalyst plan\",\"argv\":[\"\",\".coldpass/operation.py\"],\"cwd\":\"\",\"env\":{\"JAVA_HOME\":\"/usr/lib/jvm/java-21-openjdk-amd64\",\"JAVA_TOOL_OPTIONS\":\"-XX:ActiveProcessorCount=2\"},\"expected_returncode\":1,\"expected_text\":\"Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\"}]\nJSON\n", "cat > .coldpass/report.json <<'JSON'\n{\"outcome\":\"blocked\",\"fault_owner\":\"repo\",\"operation\":\"Inspect a PySpark dataframe query plan using the README Basic Usage example\",\"operation_scope\":\"Python 3.12.3, PySpark 3.5.7, Java 21; editable install of pyspark-inspect\",\"steps\":[\"python3 -m venv .venv\",\".venv/bin/python -m pip install -e .\",\"sudo -n apt-get -o DPkg::Lock::Timeout=300 update\",\"sudo -n apt-get -o DPkg::Lock::Timeout=300 install -y default-jre-headless\",\".venv/bin/python -m pip install pyspark==3.5.7\",\"JAVA_HOME=/usr/lib/jvm/java-21-openjdk-amd64 JAVA_TOOL_OPTIONS='-XX:ActiveProcessorCount=2' .venv/bin/python .coldpass/operation.py\"],\"deviations\":[\"Initial editable install selected PySpark 4.2.1; the sample failed with Unsupported plan: org.apache.spark.sql.execution.LogicalRDD. Repeated with README-tested Spark 3.5.7 and observed the same error.\"],\"stuck_step\":\"The documented Spark dataframe example calls inspect_dataframe, whose parser rejects the LogicalRDD created by spark.createDataFrame.\",\"main_blocker\":\"Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\",\"plain_failure\":\"The README sample cannot inspect its dataframe: the parser stops with 'Unsupported plan: org.apache.spark.sql.execution.LogicalRDD' under both PySpark 4.2.1 and the documented tested Spark 3.5.7.\",\"suggested_fix\":\"Add parser support for Spark's LogicalRDD nodes, then rerun the README dataframe example on Spark 3.5.\"}\nJSON\n= python3 -I --validate --replay", "cat > .coldpass/probe.json <<'JSON'\n{\"kind\":\"cli\",\"argv\":[\".venv/bin/spark-submit\",\"--master\",\"local[1]\",\"--conf\",\"spark.ui.enabled=false\",\"--conf\",\"spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2\",\".coldpass/operation.py\"],\"cwd\":\"\",\"env\":{\"JAVA_HOME\":\"/usr/lib/jvm/java-21-openjdk-amd64\"},\"expected_returncode\":1,\"expected_text\":\"Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\"}\nJSON\n", "= python3 -I --validate --replay" ], "stuck_step": "The documented Spark dataframe example calls inspect_dataframe, whose parser rejects the LogicalRDD created by spark.createDataFrame.", "error_excerpt": "Unsupported plan: org.apache.spark.sql.execution.LogicalRDD", "what_it_did": "Inspect a PySpark dataframe query plan using the README Basic Usage example", "suggested_fix": "Add parser support for Spark's LogicalRDD nodes, then rerun the README dataframe example on Spark 3.5.", "tokens_in": 308057, "tokens_out": 2576, "cost_usd": null, "usage_complete": true, "checks": [ { "check": "operation", "status": "FAIL", "details": { "working": false, "argv": [ ".venv/bin/spark-submit", "--master", "local[1]", "--conf", "spark.ui.enabled=false", "--conf", "spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2", ".coldpass/operation.py" ], "kind": "cli", "returncode": 127, "stdout": "", "stderr": "Traceback (most recent call last):\n File \"\", line 95, in \n print(_find_spark_home())\n ^^^^^^^^^^^^^^^^^^\n File \"\", line 59, in _find_spark_home\n module_home = os.path.dirname(find_spec(\"pyspark\").origin)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'NoneType' object has no attribute 'origin'\n.venv/bin/spark-submit: line 27: /bin/spark-class: No such file or directory", "needs_credentials": false, "needs_browser": false, "blocker": "product invocation failed: {\"argv\": [\".venv/bin/spark-submit\", \"--master\", \"local[1]\", \"--conf\", \"spark.ui.enabled=false\", \"--conf\", \"spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2\", \".coldpass/operation.py\"], \"returncode\": 127, \"stdout\": \"\", \"stderr\": \"Traceback (most recent call last):\\n File \\\"\\\", line 95, in \\n print(_find_spark_home())\\n ^^^^^^^^^^^^^^^^^^\\n File \\\"\\\", line 59, in _find_spark_home\\n module_home = os.path.dirname(find_spec(\\\"pyspark\\\").origin)\\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^\\nAttributeError: 'NoneType' object has no attribute 'origin'\\n.venv/bin/spark-submit: line 27: /bin/spark-class: No such file or directory\\n\", \"needs_credentials\": false, \"needs_browser\": false}" } } ], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 50 known vulnerability.", "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written; resolver address lookups that send no data.", "findings": [ { "kind": "known-vulnerability", "count": 50, "note": "OSV reports a known vulnerability in this dependency version.", "location_count": 11 } ], "context": [], "limitations": [ "A short run cannot establish that code is safe.", "Connections show IP addresses; proxies can hide the final hostname.", "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing." ], "static": { "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check." }, "evidence_url": "/safety/?run=mossadnik--pyspark-inspect-gpt-6-luna-1793156545541404810", "evidence_file": "/data/safety/mossadnik--pyspark-inspect-gpt-6-luna-1793156545541404810.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "codex", "agent_runtime_version": "codex-cli 0.164.0", "tool_transport": "mcp-assigned-vm", "platform": "linux", "reasoning": "low", "service_tier": "standard", "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "native_tool_calls": 16, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "1614e798b0f6905aca633e9dfa2709e06dd98445", "url": "https://github.com/mossadnik/pyspark-inspect" }, "purpose": "initial", "profile": { "model": "gpt-6-luna", "reasoning": "low" }, "fault": { "owner": "repo", "status": "diagnosed", "reason": "Unsupported plan: org.apache.spark.sql.execution.LogicalRDD" }, "fix_id": "fix-6e4d5e11c077c433be6c", "verifies_run_id": null, "hosting": null, "operation_scope": "Python 3.12.3, PySpark 3.5.7, Java 21; editable install of pyspark-inspect", "tool_calls": 16, "guest_setup": null, "runtime": null, "runtime_version": null, "runtime_revision": null, "source_revision": null, "evidence_version": null, "failure_origin": "task", "evidence_strength": "partly_checked", "works": "no", "install_s": null, "first_use_s": null, "mcp": "none", "needs": [], "needs_which": null, "agent_interface": [ "cli" ], "license": null, "repo_url": "https://github.com/mossadnik/pyspark-inspect", "cost_to_try": null, "hardware": null, "what_failed": "Unsupported plan: org.apache.spark.sql.execution.LogicalRDD", "local_or_hosted": null, "cycle_checks": [ { "kind": "cycle", "claim": "Scheduled or looping main behavior", "source": "repository entry points", "input": "source inspection", "expected": "identify the product trigger", "verdict": "yes", "outcome": "Inspected README, pyproject.toml, and package entry points; the library exposes inspect_dataframe and has no scheduling, loop, webhook, or cycle behavior.", "evidence": "Inspected README, pyproject.toml, and package entry points; the library exposes inspect_dataframe and has no scheduling, loop, webhook, or cycle behavior.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "inspect a PySpark dataframe query plan", "source": "It converts analyzed Catalyst plans into Python data structures that can be queried programmatically.", "input": "Spark dataframe with a+b column, matching Basic Usage", "expected": "parsed plan containing Project", "command": " .coldpass/operation.py", "verdict": "blocked", "outcome": "Probe runs agent-written code rather than a documented product command.", "evidence": "Probe runs agent-written code rather than a documented product command.", "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "README Basic Usage dataframe inspection", "source": "README.md, Basic Usage", "input": "The README Spark dataframe expression with a+b column", "command": " .coldpass/operation.py", "evidence": "s/workspace/pyspark_inspect/api.py\", line 9, in inspect_dataframe\n return parse_plan(load_catalyst_plan(get_dataframe_plan(df)))\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"\", line 246, in parse_plan\n children = [parse_plan(c) for c in plan.children]\n ^^^^^^^^^^^^^\n File \"\", line 249, in parse_plan\n raise ValueError(f'Unsupported plan: {plan.class_name}')\nValueError: Unsupported plan: org.apache.spark.sql.execution.LogicalRDD", "deferred": false, "expected": "Parsed Catalyst plan", "returncode": 1, "verdict": "no", "outcome": "command output contains a crash diagnostic" } ], "does_what_it_says": null, "maintenance": { "archived": false, "commits_90d": 0, "last_commit_at": "2026-06-26T12:45:36Z", "last_release_at": null, "median_reply_hours": null, "merged_prs_90d": 0, "note": "slow: last commit 123 days ago; 0 commits and 0 merged PRs in 90 days; 1 open issues, 0 open PRs; no releases", "open_issues": 1, "open_prs": 0, "reply_share": null, "reply_threads": 0, "verdict": "slow" }, "maintenance_verdict": "slow", "maintenance_note": "slow: last commit 123 days ago; 0 commits and 0 merged PRs in 90 days; 1 open issues, 0 open PRs; no releases", "maintained": "active", "maintained_note": "last commit 0 days ago; 1 open issues, 0 answered or closed", "last_commit_at": "2026-10-27T23:43:09Z", "last_release_at": null, "open_issues": 1, "answered_issues": 0, "platforms_claimed": [ "linux" ], "topic": "data", "agent_interfaces": [ { "interface": "cli", "evidence": "independent checker", "observed": true, "operation_checked": false } ], "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.", "mcp_context": null, "tested_at": "2026-10-28T03:08:35.533039+00:00", "tested_commit": "1614e798b0f6905aca633e9dfa2709e06dd98445", "tested_with": { "agent": "codex", "agent_version": "codex-cli 0.164.0", "model": "gpt-6-luna", "model_route": "gpt-6-luna", "reasoning": "low", "os": "linux", "backend": "hyperv", "transport": "mcp-assigned-vm" }, "setup_identity": { "repo": "mossadnik/pyspark-inspect", "source": "https://github.com/mossadnik/pyspark-inspect", "commit": "1614e798b0f6905aca633e9dfa2709e06dd98445", "source_revision": null, "os": "linux", "architecture": null, "backend": "hyperv", "model": "gpt-6-luna", "model_version": "gpt-6-luna", "agent_execution": "native_agent", "agent_runtime": "codex", "agent_runtime_version": "codex-cli 0.164.0", "tool_transport": "mcp-assigned-vm", "runtime": null, "runtime_version": null, "runtime_revision": null, "sandbox_source": null, "guest_setup": null, "source_pin": { "commit": "1614e798b0f6905aca633e9dfa2709e06dd98445", "url": "https://github.com/mossadnik/pyspark-inspect" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": "standard", "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Inspect a PySpark dataframe query plan using the README Basic Usage example", "operation_scope": "Python 3.12.3, PySpark 3.5.7, Java 21; editable install of pyspark-inspect", "hosting": null, "kind": "repo", "test_version": "readme-3be879002729975eaa9c9bc49f02188330eb783b8fc02944604e0325529353be", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": "/transcripts/mossadnik--pyspark-inspect-gpt-6-luna-1793156545541404810.txt", "report_url": "/reports/mossadnik--pyspark-inspect-gpt-6-luna-1793156545541404810.json" }