{
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      "reason": "pyModeS is installed, but the native ADS-B source is an explicit unsupported runtime boundary; this test proves its current role remains discoverable from installed metadata."
    },
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      "disposition": "test_tooling",
      "reason": "developer tooling, not an RFGen runtime feature."
    },
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      "disposition": "external_manual",
      "reason": "requires GEMINI_API_KEY and an explicit billed provider call; provider-free CI exercises the SDS annotation runner with deterministic test clients."
    },
    "gcs": {
      "disposition": "external_manual",
      "reason": "Signal Dataset's own GCS backend requires real Google Cloud Storage credentials and a bucket; local CI has neither. Exercised by the manual Dataproc Serverless verification recorded in .agent-state/architecture-decisions/open-core-findings.md, which also found the maintained image never installed this extra."
    },
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      "disposition": "installed_exercised",
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    },
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      "disposition": "installed_exercised",
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      "disposition": "external_manual",
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      "torchsig_comms": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "torchsig_fsk": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "torchsig_ofdm": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
      ],
      "torchsig_am": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
      ],
      "torchsig_fm": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "torchsig_chirp": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "torchsig_tone": [
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        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "cir_to_cfr": [
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      "saleh_pa": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "phase_rotation": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "pdp_rayleigh_fading": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "carrier_frequency_offset": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "if_scalar_gain": [
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        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "sionna_umi": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "sionna_rma": [
        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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        "tests/integration/local/test_local_entry_points.py::test_installed_node_entry_points_load_from_distribution_metadata"
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      "torchsig_ofdm",
      "torchsig_am",
      "torchsig_fm",
      "torchsig_chirp",
      "torchsig_tone",
      "torchsig_target_constellations",
      "apsk",
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      "fec_constellation"
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    "rfgen.nodes.transform": [
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      "cir_to_cfr",
      "converter_scaling",
      "converter_rounding",
      "converter_clipping",
      "converter_reconstruction",
      "rapp_pa",
      "saleh_pa",
      "transmit_power",
      "leeson_phase_noise",
      "phase_rotation",
      "pdp_rayleigh_fading",
      "receiver_input_boundary",
      "receiver_voltage_limiter",
      "transmitter_crest_limiter",
      "iq_imbalance",
      "carrier_frequency_offset",
      "awgn",
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      "if_fir_response",
      "if_scalar_gain",
      "fir_group_delay_realignment",
      "rational_resampler",
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      "sionna_cdl",
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    "rfgen.backend_capabilities": [
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      "analog_fpv_video": "specialized counter-UAS source covered by focused canonical node tests, not a declared golden path",
      "ble": "requires GNU Radio OOT runtime",
      "droneid": "specialized counter-UAS source covered by focused canonical node tests, not a declared golden path",
      "fhss_rc_link": "specialized counter-UAS source covered by focused canonical node tests, not a declared golden path",
      "lora_sdr": "requires GNU Radio OOT runtime",
      "lte": "requires srsRAN non-PyPI runtime",
      "ocusync_surrogate": "specialized counter-UAS source covered by focused canonical node tests, not a declared golden path",
      "remote_id": "specialized counter-UAS source covered by focused canonical node tests, not a declared golden path",
      "wifi": "requires GNU Radio OOT runtime",
      "zigbee": "requires GNU Radio OOT runtime"
    },
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      "sionna_flat_fading": "requires the optional Sionna runtime; typed dependencies and backend routing are covered by focused node tests"
    },
    "rfgen.inference_clients": {
      "gemini": "external live provider and credentials are excluded",
      "gemini-3.1-flash-lite": "external live provider and credentials are excluded"
    },
    "rfgen.annotation_executors": {
      "vertex_batch": "external_manual: a live Vertex Batch job requires approved GCP identity, model eligibility, billed infrastructure, and test-owned GCS targets; deterministic unit tests cover request preparation, polling, response decoding, and publication."
    },
    "rfgen.backend_capabilities": {
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    },
    "rfgen.executors": {
      "dataproc_serverless": "external_manual: live Dataproc Serverless validation requires explicit GCP approval, credentials, and test-owned GCS targets; it is intentionally outside the provider-free CI E2E collection."
    }
  }
}