Functions — github.com/IBM/AssetOpsBench

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Functions947 in github.com/IBM/AssetOpsBench

⨍ Functions 947◇ Types & classes 171↳ Endpoints 13

Method__init__

(self, path: str | os.PathLike[str])

src/observability/file_exporter.py:34

Method__init__

(self)

src/mcphub/__init__.py:74

Method__init__

(self, servers: Optional[Dict[str, List[str]]] = None, env: Optional[dict] = None)

src/mcphub/__init__.py:156

Method__init__

(self)

src/servers/vibration/data_store.py:96

Method__init__

( self, base_url: str, db: str, *, username: Optional[str] = None,

src/servers/wo/couch.py:26

Method__init__

(self)

src/servers/wo/tests/test_workorders.py:19

Method__init__

( self, nonconformity_score="absolute_error", false_alarm=0.05, weighting="uni

src/servers/tsfm/anomaly.py:79

Method__init__

( self, default_scorer: str = "llm_judge", judge_model: str | None = None, )

src/evaluation/evaluator.py:33

Method__init__

(self, name: str = "static_json")

src/evaluation/scorers/static_json.py:445

Method__init__

(self, llm: LLMBackend, name: str = "llm_judge")

src/evaluation/scorers/llm_judge.py:90

Method__init__

(self, response: str)

src/evaluation/tests/test_scorers.py:16

Method__init__

( self, llm: LLMBackend, server_paths: dict[str, Path | str] | None = None, )

src/agent/runner.py:35

Method__init__

( self, llm=None, server_paths: dict[str, Path | str] | None = None, model: st

src/agent/opencode_agent/runner.py:570

Method__init__

( self, llm: LLMBackend, server_paths: dict[str, Path | str] | None = None, )

src/agent/direct_llm_agent/runner.py:73

Method__init__

( self, llm=None, server_paths: dict[str, Path | str] | None = None, model: st

src/agent/openai_agent/runner.py:192

Method__init__

( self, llm=None, server_paths: dict[str, Path | str] | None = None, model: st

src/agent/claude_agent/runner.py:97

Method__init__

( self, llm: LLMBackend, server_paths: dict[str, Path | str] | None = None, )

src/agent/plan_execute/executor.py:50

Method__init__

(self, llm: LLMBackend)

src/agent/plan_execute/planner.py:109

Method__init__

( self, llm: LLMBackend, server_paths: dict[str, Path | str] | None = None, )

src/agent/plan_execute/runner.py:100

Method__init__

(self, response: str = "")

src/agent/tests/conftest.py:11

Method__init__

(self, responses: list[str])

src/agent/tests/conftest.py:21

Method__init__

(self, response: str = "{}")

src/agent/tests/test_runner.py:90

Method__init__

(self, items: list[tuple[str, int, int]])

src/agent/tests/test_runner.py:152

Method__init__

( self, llm=None, server_paths: dict[str, Path | str] | None = None, model: st

src/agent/deep_agent/runner.py:159

Method__init__

( self, llm=None, server_paths=None, model: str = _DEFAULT_MODEL, code

src/agent/stirrup_agent/runner.py:67

Function_always_fail_scorer

(scenario: Scenario, answer: str, trajectory_text: str)

src/evaluation/tests/test_runner.py:49

Function_always_pass_scorer

(scenario: Scenario, answer: str, trajectory_text: str)

src/evaluation/tests/test_runner.py:13

Function_build_parser

()

src/agent/cli.py:21

Function_build_parser

()

src/agent/opencode_agent/cli.py:19

Function_build_parser

()

src/agent/direct_llm_agent/cli.py:18

Function_build_parser

()

src/agent/openai_agent/cli.py:19

Function_build_parser

()

src/agent/claude_agent/cli.py:19

Function_build_parser

()

src/agent/deep_agent/cli.py:19

Function_build_parser

()

src/agent/stirrup_agent/cli.py:20

Function_call_relevancy

Query the LLM for FM↔sensor relevancy. Retries up to _MAX_RETRIES times.

src/servers/fmsr/main.py:157

Method_capture_tool_output

( input_data, tool_use_id: str, context )

src/agent/claude_agent/runner.py:141

Method_chat_model

LangChain chat model, built once per runner instance.

src/agent/deep_agent/runner.py:171

Function_cosine_similarity_matrix

(A, B, axis=1)

src/servers/tsfm/metrics.py:81

Function_factory

(**overrides)

src/evaluation/tests/conftest.py:15

Function_factory

(response: str = "")

src/agent/tests/conftest.py:32

Function_fail_scorer

(scenario: Scenario, answer: str, trajectory_text: str)

src/evaluation/tests/test_evaluator.py:77

Method_flush_tool_outputs

Patch any pending hook outputs onto the last turn's tool calls.

src/agent/claude_agent/runner.py:165

Function_reset_ctx

()

src/observability/tests/test_persistence.py:37

Function_run

(args: argparse.Namespace)

src/agent/cli.py:79

Function_run

(args: argparse.Namespace)

src/agent/opencode_agent/cli.py:132

Function_run

(args: argparse.Namespace)

src/agent/direct_llm_agent/cli.py:59

Function_run

(args: argparse.Namespace)

src/agent/openai_agent/cli.py:52

Function_run

(args: argparse.Namespace)

src/agent/claude_agent/cli.py:50

Function_run

(args: argparse.Namespace)

src/agent/deep_agent/cli.py:53

Function_run

(args: argparse.Namespace)

src/agent/stirrup_agent/cli.py:89

Function_stub_scorer

(scenario: Scenario, answer: str, trajectory_text: str)

src/evaluation/tests/test_evaluator.py:13

Function_sub

(m: re.Match)

src/agent/plan_execute/executor.py:341

Function_tildeq_loss

(target, output)

src/servers/tsfm/metrics.py:179

Function_trend_loss

(targets, outputs, alpha=0.5, device="cpu")

src/servers/tsfm/metrics.py:213

Methodall_tool_calls

(self)

src/agent/models.py:64

Functionapprove_workorder

Approve a work order (status → APPR).

src/servers/wo/workorders.py:471

Functionapprove_workorder

Approve a work order (-> APPR).

src/servers/wo/main.py:292

Functionassess_vibration_severity

Classify vibration severity per ISO 10816. IMPORTANT: expects RMS velocity in mm/s (not acceleration in g). The diagnose_vibration tool perfo

src/servers/vibration/main.py:278

Functionasset_sensors

List the INSTALLED sensors for an asset, by name (installed is assumed). This is the registry inventory — distinct from sensors(), which lists onl

src/servers/iot/main.py:390

Functionassets

Returns the assets registered at a given site, from the asset registry filtered by `siteid`. Each returned id is the asset's telemetry id (`iot_as

src/servers/iot/main.py:258

Functionassign_technician

Append a planned-labor (`wplabor`) line assigning a technician to the work order.

src/servers/wo/workorders.py:490

Functionassign_technician

Assign a technician (adds a wplabor line).

src/servers/wo/main.py:301

Functioncalculate_bearing_frequencies

Compute bearing characteristic frequencies (BPFO, BPFI, BSF, FTF) from geometry. Args: rpm: Shaft speed in revolutions per minute.

src/servers/vibration/main.py:301

Functioncancel_workorder

Cancel a work order (status → CAN).

src/servers/wo/workorders.py:478

Functioncancel_workorder

Cancel a work order (-> CAN).

src/servers/wo/main.py:330

Functioncapture_scorer

( scenario: Scenario, answer: str, trajectory_text: str )

src/evaluation/tests/test_evaluator.py:43

Functionchiller_triage

Sensors -> failure modes -> mode/sensor mapping -> (optional) work order.

src/mcphub/workflows.py:16

Functionclose_workorder

Close a work order (status → COMP), recording actual hours, failure code, resolution, and stamping `actfinish`.

src/servers/wo/workorders.py:519

Functionclose_workorder

Close a work order (-> COMP) with actuals and resolution.

src/servers/wo/main.py:316

Functioncompute_envelope_spectrum

Compute the envelope spectrum for bearing fault detection. Args: data_id: Reference to a stored signal (from get_vibration_data).

src/servers/vibration/main.py:243

Functioncompute_fft_spectrum

Compute FFT amplitude spectrum of a stored vibration signal. Returns a compact summary (top N peaks + statistics), not the full array. Args:

src/servers/vibration/main.py:205

Functioncouchdb_client

()

src/servers/iot/tests/test_couchdb.py:24

Functioncreate

(**kwargs)

src/llm/tests/test_backends.py:16

Functioncurrent_date_time

Provides the current date time as a JSON object.

src/servers/utilities/main.py:73

Functioncurrent_time_english

Returns the current time in English text.

src/servers/utilities/main.py:89

Methoddelete

(self, doc_id, rev)

src/servers/wo/tests/test_workorders.py:34

Functiondiagnose_vibration

Full automated vibration diagnosis pipeline. 1. Compute FFT and extract shaft-frequency features (requires rpm) 2. Optionally perform envelop

src/servers/vibration/main.py:337

Functiondrop_database

(db)

src/couchdb/loader.py:210

Methodduration_s

(self)

src/servers/vibration/data_store.py:51

Methodexport

(self, spans: Sequence[ReadableSpan])

src/observability/file_exporter.py:39

Functionfake_query

(prompt, options)

src/agent/claude_agent/tests/test_runner.py:99

Functionfake_run

(*args, **kwargs)

src/benchmark/tests/test_scenario_suite_runner.py:372

Methodfind

(self, selector, fields=None, sort=None, limit=200, skip=0)

src/servers/wo/tests/test_workorders.py:72

Methodfrom_raw

(cls, raw: dict)

src/evaluation/models.py:50

Methodgenerate

(self, prompt: str, temperature: float = 0.0)

src/llm/openai_compat.py:36

Methodgenerate

(self, prompt: str, temperature: float = 0.0)

src/llm/litellm.py:36

Methodgenerate

(self, prompt: str, temperature: float = 0.0)

src/agent/tests/conftest.py:14

Methodgenerate

(self, prompt: str, temperature: float = 0.0)

src/agent/tests/conftest.py:24

Methodgenerate

(self, prompt: str, **_kw)

src/agent/tests/test_runner.py:94

Methodgenerate

(self, prompt: str, temperature: float = 0.0)

src/agent/tests/test_runner.py:155

Functiongenerate_work_order

Alias for create_workorder, named to match the AssetOpsBench WO Agent.

src/servers/wo/workorders.py:413

Functiongenerate_work_order

Create a work order (status WAPPR). Attach aob_source provenance (agent/trigger/evidence).

src/servers/wo/main.py:238

Functionget

(name: str)

src/evaluation/scorers/__init__.py:31

Functionget_ai_tasks

Returns the list of supported AI task types for time-series analysis. Tasks: tsfm_integrated_tsad, tsfm_forecasting, tsfm_forecasting_finetune,

src/servers/tsfm/main.py:127

Functionget_asset

Return registry/nameplate details for one asset (Maximo MXASSET-aligned: description, assettype, status, location, installdate, vintage) plus inst

src/servers/iot/main.py:352

Functionget_asset_list

Helper to fetch unique asset IDs from CouchDB. Result is cached after the first successful call to avoid repeated full-table scans.

src/servers/iot/main.py:135

Functionget_failure_mode_sensor_mapping

For each (failure_mode, sensor) pair determines whether the sensor can detect the failure. Returns a bidirectional mapping (fm→sensors, sensor→fms

src/servers/fmsr/main.py:239

Functionget_failure_modes

Returns a list of known failure modes for the given asset. For chillers and AHUs returns a curated list. For other assets queries the LLM.

src/servers/fmsr/main.py:214

Methodget_model

(self, model_name: str | None)

src/agent/openai_agent/runner.py:68

Functionget_my_assigned_workorders

Work orders with a `wplabor` line for the given labor (technician).

src/servers/wo/workorders.py:333

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