{ "run_id": "mossadnik--pyspark-inspect-gpt-6-luna-1793156932254176017", "date": "2026-10-28T03:16:38.051237+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-caffd7482f9f545a832ab9ce99d8ef8e5ea7cff96e60f0efa053eb1b1a09d627", "pass": null, "outcome": "unsupported", "time_to_working_s": null, "total_s": 465.796968460083, "steps": [ "pwd; git status --short; rg --files -g 'README*' -g 'pyproject.toml' -g 'requirements*.txt' -g 'setup.py' -g 'Makefile' -g '*.yml' -g '*.yaml' -g '*.py' | head -80; sed -n '1,240p' README.md", "find . -maxdepth 3 -type f | sort | head -100; python3 --version; python3 -m pip --version; id -u; ls -la; find . -maxdepth 2 -type f \\( -name 'setup.py' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'tox.ini' \\) -print", "cat pyproject.toml; sed -n '1,240p' pyspark_inspect/api.py; cat pyspark_inspect/__init__.py; sed -n '1,200p' tests/conftest.py; cat .gitignore", "python3 -m venv .venv", " .venv/bin/python -m pip install -e .", "mkdir -p .coldpass", "cat > .coldpass/operation.py <<'PY'\nfrom pyspark.sql import SparkSession\nfrom pyspark.sql import functions as F\nfrom pyspark_inspect import inspect_dataframe\n\nspark = (SparkSession.builder.master('local[1]').appName('pyspark-inspect-readme')\n .config('spark.ui.enabled', 'false')\n .config('spark.driver.extraJavaOptions', '-XX:ActiveProcessorCount=2')\n .getOrCreate())\ndf = spark.createDataFrame([[1, 2]], ['a', 'b']).withColumn('c', F.col('a') + F.col('b'))\nplan = inspect_dataframe(df)\nprint(plan)\nspark.stop()\nPY", ".venv/bin/spark-submit --master 'local[1]' --conf spark.ui.enabled=false --conf spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2 .coldpass/operation.py", ".venv/bin/python -c 'import pyspark,os; print(os.path.dirname(pyspark.__file__))'", "SPARK_HOME= .venv/bin/spark-submit --master 'local[1]' --conf spark.ui.enabled=false --conf spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2 .coldpass/operation.py", "sudo -n apt-get -o DPkg::Lock::Timeout=300 update", "sudo -n apt-get -o DPkg::Lock::Timeout=300 install -y default-jre-headless", "SPARK_HOME= .venv/bin/spark-submit --master 'local[1]' --conf spark.ui.enabled=false --conf spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2 .coldpass/operation.py", "SPARK_HOME= PYSPARK_DRIVER_PYTHON= PYSPARK_PYTHON= .venv/bin/spark-submit --master 'local[1]' --conf spark.ui.enabled=false --conf spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2 .coldpass/operation.py", " .venv/bin/python -m pip install 'pyspark==3.5.6'", "SPARK_HOME= PYSPARK_DRIVER_PYTHON= PYSPARK_PYTHON= .venv/bin/spark-submit --master 'local[1]' --conf spark.ui.enabled=false --conf spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2 .coldpass/operation.py", "ls -la /inputs/coldpass-preflight.py ", "cat > .coldpass/probe.json <<'JSON'\n{\n \"kind\": \"cli\",\n \"argv\": [\".venv/bin/spark-submit\", \"--master\", \"local[1]\", \"--conf\", \"spark.ui.enabled=false\", \"--conf\", \"spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2\", \".coldpass/operation.py\"],\n \"cwd\": \"\",\n \"env\": {\n \"SPARK_HOME\": \"\",\n \"PYSPARK_DRIVER_PYTHON\": \"\",\n \"PYSPARK_PYTHON\": \"\"\n },\n \"expected_returncode\": 1,\n \"expected_text\": \"ValueError: Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\"\n}\nJSON\ncat > .coldpass/claims.json <<'JSON'\n[\n {\n \"kind\": \"claim\",\n \"claim\": \"The README sample dataframe can be inspected into a Python plan structure.\",\n \"source\": \"It converts analyzed Catalyst plans into Python data structures that can be queried programmatically.\",\n \"input\": \"README Basic Usage dataframe with columns a and b and derived c = a + b\",\n \"expected\": \"A parsed plan structure is returned.\",\n \"probe_kind\": \"cli\",\n \"argv\": [\".venv/bin/spark-submit\", \"--master\", \"local[1]\", \"--conf\", \"spark.ui.enabled=false\", \"--conf\", \"spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2\", \".coldpass/operation.py\"],\n \"cwd\": \"\",\n \"env\": {\n \"SPARK_HOME\": \"\",\n \"PYSPARK_DRIVER_PYTHON\": \"\",\n \"PYSPARK_PYTHON\": \"\"\n },\n \"expected_returncode\": 1,\n \"expected_text\": \"ValueError: Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\"\n }\n]\nJSON", "cat > .coldpass/examples.json <<'JSON'\n[\n {\n \"kind\": \"example\",\n \"claim\": \"README Basic Usage inspects a dataframe query plan\",\n \"source\": \"README.md, Basic Usage\",\n \"input\": \"Dataframe [[1, 2]] with columns a, b and derived c = a + b\",\n \"expected\": \"inspect_dataframe returns a parsed Catalyst plan\",\n \"argv\": [\".venv/bin/spark-submit\", \"--master\", \"local[1]\", \"--conf\", \"spark.ui.enabled=false\", \"--conf\", \"spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2\", \".coldpass/operation.py\"],\n \"cwd\": \"\",\n \"env\": {\n \"SPARK_HOME\": \"\",\n \"PYSPARK_DRIVER_PYTHON\": \"\",\n \"PYSPARK_PYTHON\": \"\"\n },\n \"expected_returncode\": 1,\n \"expected_text\": \"ValueError: Unsupported plan: org.apache.spark.sql.execution.LogicalRDD\"\n }\n]\nJSON\ncat > .coldpass/cycles.json <<'JSON'\n{\"detected\":false,\"reason\":\"Inspected README and project entry points: the project exposes a dataframe inspection API and contains no product scheduler, loop, webhook, or cycle trigger.\",\"checks\":[]}\nJSON", "= python3 -I --validate --replay", "cat > .coldpass/report.json <<'JSON'\n{\n \"outcome\": \"unsupported\",\n \"fault_owner\": \"repo\",\n \"operation\": \"Inspect the README dataframe's Catalyst query plan with inspect_dataframe.\",\n \"operation_scope\": \"Python 3.12.3, PySpark 3.5.6, and OpenJDK 21 in the disposable guest.\",\n \"steps\": [\n \"Created a Python 3.12 virtual environment and installed the project with pip install -e .\",\n \"Installed default-jre-headless after Spark reported JAVA_HOME was not set.\",\n \"Ran the README Basic Usage dataframe using spark-submit with local[1].\"\n ],\n \"deviations\": [\n \"The README's `from pypspark.sql import functions as F` import is misspelled; used `from pyspark.sql import functions as F` and the documented `pyspark_inspect.inspect_dataframe` API.\",\n \"The pip PySpark launcher required SPARK_HOME and the venv Python paths as environment variables.\",\n \"PySpark 4.2.1 produced the same unsupported-plan failure; retried on the README tested Spark 3.5 line (3.5.6).\"\n ],\n \"stuck_step\": \"inspect_dataframe(df) raises ValueError for the LogicalRDD child of the README sample dataframe on Spark 3.5.6.\",\n \"main_blocker\": \"The parser does not support org.apache.spark.sql.execution.LogicalRDD, so the README Basic Usage example cannot return a plan.\",\n \"plain_failure\": \"The documented dataframe example crashes with 'Unsupported plan: org.apache.spark.sql.execution.LogicalRDD' even on Spark 3.5.6, which the README says was tested.\",\n \"suggested_fix\": \"Support Spark's LogicalRDD plan node or revise the README example to use a plan shape currently supported by the parser.\"\n}\nJSON", "= python3 -I --validate --replay" ], "stuck_step": "inspect_dataframe(df) raises ValueError for the LogicalRDD child of the README sample dataframe on Spark 3.5.6.", "error_excerpt": "The parser does not support org.apache.spark.sql.execution.LogicalRDD, so the README Basic Usage example cannot return a plan.", "what_it_did": "Inspect the README dataframe's Catalyst query plan with inspect_dataframe.", "suggested_fix": "Support Spark's LogicalRDD plan node or revise the README example to use a plan shape currently supported by the parser.", "tokens_in": 425511, "tokens_out": 4418, "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": 1, "stdout": "Traceback (most recent call last):\n File \"\", line 10, in \n plan = inspect_dataframe(df)\n ^^^^^^^^^^^^^^^^^^^^^\n File \"\", 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}')\n[excerpt truncated]", "stderr": "\u2026nging view acls to: ubuntu\n26/10/28 03:16:08 INFO SecurityManager: Changing modify acls to: ubuntu\n26/10/28 03:16:08 INFO SecurityManager: Changing view acls groups to: \n26/10/28 03:16:08 INFO SecurityManager: Changing modify acls groups to: \n26/10/28 03:16:08 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: ubuntu; groups with view permissions: EMPTY; users with modify permissions: ubuntu; groups with modify permissions: EMPTY\n26/10/28 03:16:08 INFO Utils: Successfully started service 'sparkDriver' on port 46153.\n26/10/28 03:16:08 INFO SparkEnv: Registering MapOutputTracker\n26/10/28 03:16:08 INFO SparkEnv: Registering BlockManagerMaster\n26/10/28 03:16:08 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information\n26/10/28 03:16:08 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up\n26/10/28 03:16:08 INFO SparkEnv: Registering BlockManagerMasterHeartbeat\n26/10/28 03:16:08 INFO DiskBlockManager: Created local directory at /tmp/blockmgr-f21fe6a6-7ce4-4dbf-8534-67974bcbc8d0\n[excerpt truncated]", "needs_credentials": false, "needs_browser": false, "blocker": "an expected operation error cannot prove working behavior: {\"argv\": [\".venv/bin/spark-submit\", \"--master\", \"local[1]\", \"--conf\", \"spark.ui.enabled=false\", \"--conf\", \"spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2\", \".coldpass/operation.py\"], \"returncode\": 1, \"stdout\": \"Traceback (most recent call last):\\n File \\\"\\\", line 10, in \\n plan = inspect_dataframe(df)\\n ^^^^^^^^^^^^^^^^^^^^^\\n File \\\"\\\", 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\\n\", \"stderr\": \"\\u2026nging view acls to: ubuntu\\n26/10/28 03:16:08 INFO SecurityManager: Changing modify acls to: ubuntu\\n26/10/28 03:16:08 INFO SecurityManager: Changing view acls groups to: \\n26/10/28 03:16:08 INFO SecurityManager: Changing modify acls groups to: \\n26/10/28 03:16:08 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: ubuntu; groups with view permissions: EMPTY; users with modify permissions: ubuntu; groups with modify permissions: EMPTY\\n26/10/28 03:16:08 INFO Utils: Successfully started service 'sparkDriver' on port 46153.\\n26/10/28 03:16:08 INFO SparkEnv: Registering MapOutputTracker\\n26/10/28 03:16:08 INFO SparkEnv: Registering BlockManagerMaster\\n26/10/28 03:16:08 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information\\n26/10/28 03:16:08 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up\\n26/10/28 03:16:08 INFO SparkEnv: Registering BlockManagerMasterHeartbeat\\n26/10/28 03:16:08 INFO DiskBlockManager: Created local directory at /tmp/blockmgr-f21fe6a6-7ce4-4dbf-8534-67974bcbc8d0\\n26/10/28 03:16:08 INFO MemoryStore: MemoryStore started with capacity 434.4 MiB\\n26/10/28 03:16:08 INFO SparkEnv: Registering OutputCommitCoordinator\\n26/10/28 03:16:08 INFO Executor: Starting executor ID driver on host sbx-1793156932-8ac7ca.mshome.net\\n26/10/28 03:16:08 INFO Executor: OS info Linux, 6.8.0-147-generic, amd64\\n26/10/28 03:16:08 INFO Executor: Java version 21.0.12.1\\n26/10/28 03:16:08 INFO Executor: Starting executor with user classpath (userClassPathFirst = false): ''\\n26/10/28 03:16:08 INFO Executor: Created or updated repl class loader org.apache.spark.util.MutableURLClassLoader@3000877b for default.\\n26/10/28 03:16:08 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 45981.\\n26/10/28 03:16:08 INFO NettyBlockTransferService: Server created on sbx-1793156932-8ac7ca.mshome.net:45981\\n26/10/28 03:16:08 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy\\n26/10/28 03:16:08 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, sbx-1793156932-8ac7ca.mshome.net, 45981, None)\\n26/10/28 03:16:08 INFO BlockManagerMasterEndpoint: Registering block manager sbx-1793156932-8ac7ca.mshome.net:45981 with 434.4 MiB RAM, BlockManagerId(driver, sbx-1793156932-8ac7ca.mshome.net, 45981, None)\\n26/10/28 03:16:08 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, sbx-1793156932-8ac7ca.mshome.net, 45981, None)\\n26/10/28 03:16:08 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, sbx-1793156932-8ac7ca.mshome.net, 45981, None)\\n26/10/28 03:16:09 INFO SharedState: Setting hive.metastore.warehouse.dir ('null') to the value of spark.sql.warehouse.dir.\\n26/10/28 03:16:09 INFO SharedState: Warehouse path is 'file:'.\\n26/10/28 03:16:12 INFO SparkContext: Invoking stop() from shutdown hook\\n26/10/28 03:16:12 INFO SparkContext: SparkContext is stopping with exitCode 0.\\n26/10/28 03:16:12 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped!\\n26/10/28 03:16:12 INFO MemoryStore: MemoryStore cleared\\n26/10/28 03:16:12 INFO BlockManager: BlockManager stopped\\n26/10/28 03:16:12 INFO BlockManagerMaster: BlockManagerMaster stopped\\n26/10/28 03:16:12 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!\\n26/10/28 03:16:12 INFO SparkContext: Successfully stopped SparkContext\\n26/10/28 03:16:12 INFO ShutdownHookManager: Shutdown hook called\\n26/10/28 03:16:12 INFO ShutdownHookManager: Deleting directory /tmp/spark-889c4ccb-bb62-417f-a681-0cd9a43a32a7/pyspark-0604d685-e259-4793-901e-47a2217ce3c5\\n26/10/28 03:16:12 INFO ShutdownHookManager: Deleting directory /tmp/spark-5ca25245-7d5f-4f99-b2d0-5494a7c80f4b\\n26/10/28 03:16:12 INFO ShutdownHookManager: Deleting directory /tmp/spark-889c4ccb-bb62-417f-a681-0cd9a43a32a7\\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-1793156932254176017", "evidence_file": "/data/safety/mossadnik--pyspark-inspect-gpt-6-luna-1793156932254176017.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": 22, "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": "diagnosis", "profile": { "model": "gpt-6-luna", "reasoning": "low" }, "fault": { "owner": "unknown", "status": "pending", "reason": "The parser does not support org.apache.spark.sql.execution.LogicalRDD, so the README Basic Usage example cannot return a plan." }, "fix_id": "fix-6e4d5e11c077c433be6c", "verifies_run_id": "mossadnik--pyspark-inspect-gpt-6-luna-1793156545541404810", "hosting": null, "operation_scope": "Python 3.12.3, PySpark 3.5.6, and OpenJDK 21 in the disposable guest.", "tool_calls": 22, "guest_setup": null, "runtime": null, "runtime_version": null, "runtime_revision": null, "source_revision": null, "evidence_version": null, "failure_origin": null, "evidence_strength": "partly_checked", "works": "untested", "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": "The parser does not support org.apache.spark.sql.execution.LogicalRDD, so the README Basic Usage example cannot return a plan.", "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 and project entry points: the project exposes a dataframe inspection API and contains no product scheduler, loop, webhook, or cycle trigger.", "evidence": "Inspected README and project entry points: the project exposes a dataframe inspection API and contains no product scheduler, loop, webhook, or cycle trigger.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "The README sample dataframe can be inspected into a Python plan structure.", "source": "It converts analyzed Catalyst plans into Python data structures that can be queried programmatically.", "input": "README Basic Usage dataframe with columns a and b and derived c = a + b", "expected": "A parsed plan structure is returned.", "command": ".venv/bin/spark-submit --master 'local[1]' --conf spark.ui.enabled=false --conf spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2 .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 inspects a dataframe query plan", "source": "README.md, Basic Usage", "input": "Dataframe [[1, 2]] with columns a, b and derived c = a + b", "command": ".venv/bin/spark-submit --master 'local[1]' --conf spark.ui.enabled=false --conf spark.driver.extraJavaOptions=-XX:ActiveProcessorCount=2 .coldpass/operation.py", "evidence": "putCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!\n26/10/28 03:16:22 INFO SparkContext: Successfully stopped SparkContext\n26/10/28 03:16:22 INFO ShutdownHookManager: Shutdown hook called\n26/10/28 03:16:22 INFO ShutdownHookManager: Deleting directory /tmp/spark-346a0d7a-2c80-4699-972e-d494d9fddee2\n26/10/28 03:16:22 INFO ShutdownHookManager: Deleting directory /tmp/spark-803eeb3c-bc74-48d2-b896-ab1a494d53c7\n26/10/28 03:16:22 INFO ShutdownHookManager: Deleting directory /tmp/spark-346a0d7a-2c80-4699-972e-d494d9fddee2/pyspark-130a632a-bdb7-4f27-a224-55c714140dab", "deferred": false, "expected": "inspect_dataframe returns a 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": "2026-10-28T03:16:38.051237+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 the README dataframe's Catalyst query plan with inspect_dataframe.", "operation_scope": "Python 3.12.3, PySpark 3.5.6, and OpenJDK 21 in the disposable guest.", "hosting": null, "kind": "repo", "test_version": "readme-caffd7482f9f545a832ab9ce99d8ef8e5ea7cff96e60f0efa053eb1b1a09d627", "evidence_version": null }, "transcript_url": "/transcripts/mossadnik--pyspark-inspect-gpt-6-luna-1793156932254176017.txt", "report_url": "/reports/mossadnik--pyspark-inspect-gpt-6-luna-1793156932254176017.json" }