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zEMY0jSk4MovWnHLVJ+)e&jvQKiOp%^mJ?kNYI>fQLLHk;gpYDbIM$ z3tsYy*Sz5^?|9D#KJtmreBmqK_|6Z0@{8a6A&F#CNF|MQGRP#0Y;wpYk9-OUEKs1Z z7x?@C!6I%^icy>(N>GwglqQ%ml%*WysX#?4QJE@KC4_2Jrv^2tMQ!R(mwMEv0S#$H zW17&EW;7?17KG7~a9YutHngQ3?dd>AI?r62tnz(58um>~>h z7{eLCNJcT5F^pv#F`or2WD$#5!cvy8oE5BO z6{}gpTGp|i4Qyl+o7uuvwy~WZ>|__a*~4D;v7ZAR_S@DI9N@=5>z literal 0 HcmV?d00001 diff --git a/data/annoy_index.yaml b/data/annoy_index.yaml new file mode 100644 index 00000000..c9bcaff3 --- /dev/null +++ b/data/annoy_index.yaml @@ -0,0 +1,687 @@ +- !!python/tuple + - System time (TAI). + - ATBuilding_timestamp +- !!python/tuple + - The timestamp of the loop control. + - ATBuilding_loopTime +- !!python/tuple + - Telemetry for auxtel vent extraction fan. + - ATBuilding_extractionFan +- !!python/tuple + - Telescope trajectory Position/Velocity/Time from the ATMCS trajectory generator + at 100Hz, starting at the specified time. + - ATMCS_trajectory +- !!python/tuple + - Telemetry for elevation and azimuth encoders + - ATMCS_mount_AzEl_Encoders +- !!python/tuple + - Telemetry for Nasmyth encoders + - ATMCS_mount_Nasmyth_Encoders +- !!python/tuple + - Commanded torque for all drives except M3 + - ATMCS_torqueDemand +- !!python/tuple + - Measured torque for all drives + - ATMCS_measuredTorque +- !!python/tuple + - Measured motor velocity for all drives + - ATMCS_measuredMotorVelocity +- !!python/tuple + - Position reported by Nasmyth and M3 mount encoders + - ATMCS_nasmyth_m3_mountMotorEncoders +- !!python/tuple + - Position reported by elevation and azimuth mount encoders + - ATMCS_azEl_mountMotorEncoders +- !!python/tuple + - Publish the system current timestamp. + - ATMonochromator_timestamp +- !!python/tuple + - Publish the system intenal loop time (e.g. time since start of operation). + - ATMonochromator_loopTime +- !!python/tuple + - Measured pressure in air line to M1 pneumatic actuators + - ATPneumatics_m1AirPressure +- !!python/tuple + - Measured pressure of airline to M2 pneumatic actuator (Hardware not functional, + see DM-20577) + - ATPneumatics_m2AirPressure +- !!python/tuple + - Measured pressure in main supply line from compressor + - ATPneumatics_mainAirSourcePressure +- !!python/tuple + - Load cell value (from M1 hardpoint) + - ATPneumatics_loadCell +- !!python/tuple + - Calculated demands for current target + - ATPtg_currentTargetStatus +- !!python/tuple + - Guiding data + - ATPtg_guiding +- !!python/tuple + - Time related data + - ATPtg_timeAndDate +- !!python/tuple + - Current telescope mount status + - ATPtg_mountStatus +- !!python/tuple + - Information related to the Sun and the Moon + - ATPtg_skyEnvironment +- !!python/tuple + - Named telescope positions specified in the configuration file + - ATPtg_namedAzEl +- !!python/tuple + - Telemetry for mount positions in sky coordinate + - ATPtg_mountPositions +- !!python/tuple + - Chiller fan speeds, in revolutions per second + - ATWhiteLight_chillerFanSpeeds +- !!python/tuple + - Chiller set temperature and measured temperatures + - ATWhiteLight_chillerTemperatures +- !!python/tuple + - Chiller coolant flow rate + - ATWhiteLight_chillerCoolantFlow +- !!python/tuple + - Chiller thermo-electric cooler drive current + - ATWhiteLight_chillerTECBankCurrents +- !!python/tuple + - Chiller thermo-electric cooler drive status + - ATWhiteLight_chillerTECDrive +- !!python/tuple + - The status array of the CBP. + - CBP_status +- !!python/tuple + - The mask of the CBP. + - CBP_mask +- !!python/tuple + - The azimuth of the CBP. + - CBP_azimuth +- !!python/tuple + - The elevation of the CBP. + - CBP_elevation +- !!python/tuple + - The focus of the CBP. + - CBP_focus +- !!python/tuple + - Is the CBP parked? + - CBP_parked +- !!python/tuple + - Sky status + - DIMM_sky +- !!python/tuple + - Meterology data + - DIMM_meterology +- !!python/tuple + - DIMM status data + - DIMM_status +- !!python/tuple + - Ambient environment measured in various locations within DREAM. Indexed by location + - 0 Dome, 1 Electronics Box, 2 Enclosure. + - DREAM_environment +- !!python/tuple + - DREAM power supply status. + - DREAM_powerSupply +- !!python/tuple + - DREAM dome telemetry. + - DREAM_dome +- !!python/tuple + - DREAM UPS telemetry. + - DREAM_ups +- !!python/tuple + - Timestamp (TAI). + - EAS_timestamp +- !!python/tuple + - Loop time.. + - EAS_loopTime +- !!python/tuple + - Telemetry for Netbooter PDU devices. + - EPM_pdu +- !!python/tuple + - Telemetry for Scheider PM5XXX devices. + - EPM_scheiderPm5xxx +- !!python/tuple + - Telemetry for XUPS devices. + - EPM_xups +- !!python/tuple + - Air turbulence measured by a 3-dimensional anemometer. The reported values are + computed from data that is accumulated over a configurable period that is typically + on the order of a minute. + - ESS_airTurbulence +- !!python/tuple + - Wind speed and direction. The reported values are computed from data that is accumulated + over a configurable period that is typically on the order of a minute. + - ESS_airFlow +- !!python/tuple + - Dew point. + - ESS_dewPoint +- !!python/tuple + - Pressure sensors with up to 8 channels. + - ESS_pressure +- !!python/tuple + - Rate of rainfall. + - ESS_rainRate +- !!python/tuple + - Relative humidity. + - ESS_relativeHumidity +- !!python/tuple + - Rate of snowfall. + - ESS_snowRate +- !!python/tuple + - Solar radiation. + - ESS_solarRadiation +- !!python/tuple + - Temperature Sensors with up to 16 channels. + - ESS_temperature +- !!python/tuple + - Raw data from a 3-axis accelerometer. + - ESS_accelerometer +- !!python/tuple + - Acceleration PSD computed from a 3-axis accelerometer. + - ESS_accelerometerPSD +- !!python/tuple + - Electric field strength. The reported values are computed from data that is accumulated + over a configurable period that is typically on the order of a second. + - ESS_electricFieldStrength +- !!python/tuple + - Lightning strike status (once per second). This is a summary of the lightning + strikes detected. + - ESS_lightningStrikeStatus +- !!python/tuple + - Spectrum analyzer trace (once per second). + - ESS_spectrumAnalyzer +- !!python/tuple + - Earthquake broad band, high gain data. + - ESS_earthquakeBroadBandHighGain +- !!python/tuple + - Earthquake broad band, low gain data. + - ESS_earthquakeBroadBandLowGain +- !!python/tuple + - Earthquake high broad band, high gain data. + - ESS_earthquakeHighBroadBandHighGain +- !!python/tuple + - Earthquake high broad band, low gain data. + - ESS_earthquakeHighBroadBandLowGain +- !!python/tuple + - Earthquake long period, high gain data. + - ESS_earthquakeLongPeriodHighGain +- !!python/tuple + - Earthquake long period, low gain data. + - ESS_earthquakeLongPeriodLowGain +- !!python/tuple + - Earthquake ultra long period, high gain data. + - ESS_earthquakeUltraLongPeriodHighGain +- !!python/tuple + - Earthquake very long period, high gain data. + - ESS_earthquakeVeryLongPeriodHighGain +- !!python/tuple + - Telemetry for the bombaAguaFriaP01 device. + - HVAC_bombaAguaFriaP01 +- !!python/tuple + - Telemetry for the chiller01P01 device. + - HVAC_chiller01P01 +- !!python/tuple + - Telemetry for the chiller02P01 device. + - HVAC_chiller02P01 +- !!python/tuple + - Telemetry for the chiller03P01 device. + - HVAC_chiller03P01 +- !!python/tuple + - Telemetry for the generalP01 device. + - HVAC_generalP01 +- !!python/tuple + - Telemetry for the glycolSensor device. + - HVAC_glycolSensor +- !!python/tuple + - Telemetry for the valvulaP01 device. + - HVAC_valvulaP01 +- !!python/tuple + - Telemetry for the vea01P01 device. + - HVAC_vea01P01 +- !!python/tuple + - Telemetry for the vec01P01 device. + - HVAC_vec01P01 +- !!python/tuple + - Telemetry for the vin01P01 device. + - HVAC_vin01P01 +- !!python/tuple + - Telemetry for the crack01P02 device. + - HVAC_crack01P02 +- !!python/tuple + - Telemetry for the crack02P02 device. + - HVAC_crack02P02 +- !!python/tuple + - Telemetry for the fancoil01P02 device. + - HVAC_fancoil01P02 +- !!python/tuple + - Telemetry for the fancoil02P02 device. + - HVAC_fancoil02P02 +- !!python/tuple + - Telemetry for the fancoil03P02 device. + - HVAC_fancoil03P02 +- !!python/tuple + - Telemetry for the fancoil04P02 device. + - HVAC_fancoil04P02 +- !!python/tuple + - Telemetry for the fancoil05P02 device. + - HVAC_fancoil05P02 +- !!python/tuple + - Telemetry for the fancoil06P02 device. + - HVAC_fancoil06P02 +- !!python/tuple + - Telemetry for the fancoil07P02 device. + - HVAC_fancoil07P02 +- !!python/tuple + - Telemetry for the fancoil08P02 device. + - HVAC_fancoil08P02 +- !!python/tuple + - Telemetry for the fancoil09P02 device. + - HVAC_fancoil09P02 +- !!python/tuple + - Telemetry for the fancoil10P02 device. + - HVAC_fancoil10P02 +- !!python/tuple + - Telemetry for the fancoil11P02 device. + - HVAC_fancoil11P02 +- !!python/tuple + - Telemetry for the fancoil12P02 device. + - HVAC_fancoil12P02 +- !!python/tuple + - Telemetry for the manejadoraSblancaP04 device. + - HVAC_manejadoraSblancaP04 +- !!python/tuple + - Telemetry for the manejadoraSlimpiaP04 device. + - HVAC_manejadoraSlimpiaP04 +- !!python/tuple + - Telemetry for the vex03LowerP04 device. + - HVAC_vex03LowerP04 +- !!python/tuple + - Telemetry for the vex04CargaP04 device. + - HVAC_vex04CargaP04 +- !!python/tuple + - Telemetry for the Dynalene device. + - HVAC_dynaleneP05 +- !!python/tuple + - Telemetry for the manejadoraLower01P05 device. + - HVAC_manejadoraLower01P05 +- !!python/tuple + - Telemetry for the manejadoraLower02P05 device. + - HVAC_manejadoraLower02P05 +- !!python/tuple + - Telemetry for the manejadoraLower03P05 device. + - HVAC_manejadoraLower03P05 +- !!python/tuple + - Telemetry for the manejadoraLower04P05 device. + - HVAC_manejadoraLower04P05 +- !!python/tuple + - Telemetry for the vea01P05 device. + - HVAC_vea01P05 +- !!python/tuple + - Telemetry for the vea08P05 device. + - HVAC_vea08P05 +- !!python/tuple + - Telemetry for the vea09P05 device. + - HVAC_vea09P05 +- !!python/tuple + - Telemetry for the vea10P05 device. + - HVAC_vea10P05 +- !!python/tuple + - Telemetry for the vea11P05 device. + - HVAC_vea11P05 +- !!python/tuple + - Telemetry for the vea12P05 device. + - HVAC_vea12P05 +- !!python/tuple + - Telemetry for the vea13P05 device. + - HVAC_vea13P05 +- !!python/tuple + - Telemetry for the vea14P05 device. + - HVAC_vea14P05 +- !!python/tuple + - Telemetry for the vea15P05 device. + - HVAC_vea15P05 +- !!python/tuple + - Telemetry for the vea16P05 device. + - HVAC_vea16P05 +- !!python/tuple + - Telemetry for the vea17P05 device. + - HVAC_vea17P05 +- !!python/tuple + - Measured M1M3 bending modes values. + - MTAOS_m1m3BendingModes +- !!python/tuple + - Measured M2 bending modes values. + - MTAOS_m2BendingModes +- !!python/tuple + - Status of the azimuth axis and drives. + - MTDome_azimuth +- !!python/tuple + - Status of the light/wind screen (elevation axis). + - MTDome_lightWindScreen +- !!python/tuple + - Status of the aperture shutter. + - MTDome_apertureShutter +- !!python/tuple + - Status of the louvers. The Louver enumeration describes the louver indices. Each + louver has two drives and the drive indices for louver N are 2N and 2N+1. + - MTDome_louvers +- !!python/tuple + - Status of the global interlock system. + - MTDome_interlocks +- !!python/tuple + - Status of the thermal system. + - MTDome_thermal +- !!python/tuple + - Status of the rear access door. + - MTDome_rearAccessDoor +- !!python/tuple + - Status of the calibration screen hardware. + - MTDome_calibrationScreen +- !!python/tuple + - Hexapod actuators information. + - MTHexapod_actuators +- !!python/tuple + - Hexapod movement details of application. + - MTHexapod_application +- !!python/tuple + - Hexapod drive/electrical information. + - MTHexapod_electrical +- !!python/tuple + - Thermal status response data. Return of ILC command 89 (0x59). + - MTM1M3TS_thermalData +- !!python/tuple + - Mixing valve position. + - MTM1M3TS_mixingValve +- !!python/tuple + - Glycol loop temperature, measured by Thermal Sensors. + - MTM1M3TS_glycolLoopTemperature +- !!python/tuple + - Flow meter telemetry. + - MTM1M3TS_flowMeter +- !!python/tuple + - Telemetry from glycol pump. + - MTM1M3TS_glycolPump +- !!python/tuple + - Force actuator data - cylinder forces. + - MTM1M3_forceActuatorData +- !!python/tuple + - Inclinometer data - mirror inclination. + - MTM1M3_inclinometerData +- !!python/tuple + - Outer loop data - counters and execution time. + - MTM1M3_outerLoopData +- !!python/tuple + - DC accelerometer data - mirror cell acceleration. + - MTM1M3_accelerometerData +- !!python/tuple + - Hardpoint acctuator data - steps queued, current position and sensed forces. + - MTM1M3_hardpointActuatorData +- !!python/tuple + - IMS data - XYZ mirror position and rotation. + - MTM1M3_imsData +- !!python/tuple + - Reports mezzanine board pressure in push and pull cylinders. Pressure is read + with ILC command 119. + - MTM1M3_forceActuatorPressure +- !!python/tuple + - Gyroscope data - mirror cell velocity. + - MTM1M3_gyroData +- !!python/tuple + - Power supplies currents. + - MTM1M3_powerSupplyData +- !!python/tuple + - Dorce Balance System PID data. + - MTM1M3_pidData +- !!python/tuple + - Hardpoint monitor data - LVDT displacement, pressures inside hardpoint cylinders. + - MTM1M3_hardpointMonitorData +- !!python/tuple + - Applied M1M3 azimuth forces. + - MTM1M3_appliedAzimuthForces +- !!python/tuple + - "Applied M1M3 acceleration forces. Those shall counteract mirror inertia\n \ + \ as its acceleration is changing." + - MTM1M3_appliedAccelerationForces +- !!python/tuple + - "M1M3 applied balance forces. Those forces are calculated from the forces\n \ + \ sensed on top of the hardopoints, and shall remove force excess from the\n\ + \ hardpoints." + - MTM1M3_appliedBalanceForces +- !!python/tuple + - Forces applied to the Force Actuator cylinders. Those are the forces the control + system sends to actuators. + - MTM1M3_appliedCylinderForces +- !!python/tuple + - Applied gravity distribution / elevation forces. Those shall change as mirror + changes its inclination. + - MTM1M3_appliedElevationForces +- !!python/tuple + - "Total applied forces in XYZ space. See appliedCylinderForces for forces\n \ + \ commanded to the force actuator cylinders.\\" + - MTM1M3_appliedForces +- !!python/tuple + - Forces calculated from measured mirror temperatures. + - MTM1M3_appliedThermalForces +- !!python/tuple + - Forces counteracting mirror inertia as the TMA slew to a new position. + - MTM1M3_appliedVelocityForces +- !!python/tuple + - M2 mirror's rigid body position. Measured from hardpoints. + - MTM2_position +- !!python/tuple + - M2 mirror's rigid body position measured by the independent measurement system + (IMS). + - MTM2_positionIMS +- !!python/tuple + - Axial actuator forces data. Increasing force corresponds to increasing tension + in the load cell. The elements are the actuator Ids from 1 to 72. The related + ring Ids are B1-B30, C1-C24, and D1-D18. + - MTM2_axialForce +- !!python/tuple + - Tangent actuator forces data. Increasing force corresponds to increasing tension + in the load cell. The elements are the actuator Ids from 73 to 78. The related + ring Ids are A1-A6. The related degrees are 0, 60, 120, 180, 240, and 300. + - MTM2_tangentForce +- !!python/tuple + - Mirror and cell temperature sensor readings relative to the origin (offset). + - MTM2_temperature +- !!python/tuple + - M2 internal inclinometer reading transforms to the zenith angle. + - MTM2_zenithAngle +- !!python/tuple + - Received inclinometer angle from the telescope mount assembly (TMA). This topic + is used to debug the look-up table (LUT) calculation if needed. + - MTM2_inclinometerAngleTma +- !!python/tuple + - Axial actuator stepper motor position in steps. Increasing step corresponds to + counterclockwise rotation of the motor shaft, looking along the shaft in the direction + of the motor. The elements are the actuator Ids from 1 to 72. The related ring + Ids are B1-B30, C1-C24, and D1-D18. + - MTM2_axialActuatorSteps +- !!python/tuple + - Tangent actuator stepper motor position in steps. Increasing sign indicates extension + towards the mirror. The elements are the actuator Ids from 73 to 78. The related + ring Ids are A1-A6. The related degrees are 0, 60, 120, 180, 240, and 300. + - MTM2_tangentActuatorSteps +- !!python/tuple + - Axial actuator encoder position. The sign of the position is consistent with the + optical coordinate system as per LTS-136. The elements are the actuator Ids from + 1 to 72. The related ring Ids are B1-B30, C1-C24, and D1-D18. + - MTM2_axialEncoderPositions +- !!python/tuple + - Tangent actuator encoder position. The sign of the position is consistent with + the optical coordinate system as per LTS-136. The elements are the actuator Ids + from 73 to 78. The related ring Ids are A1-A6. The related degrees are 0, 60, + 120, 180, 240, and 300. + - MTM2_tangentEncoderPositions +- !!python/tuple + - Inner-loop controller (ILC) data. + - MTM2_ilcData +- !!python/tuple + - Raw measurements from displacement sensors. + - MTM2_displacementSensors +- !!python/tuple + - Net forces and moments as commanded by the force balance system. These are calculated + using the 72 axial and 6 tangent balance forces, which are a component of the + total forces being commanded. + - MTM2_forceBalance +- !!python/tuple + - Total actuator net forces. + - MTM2_netForcesTotal +- !!python/tuple + - Total actuator net moments of force. + - MTM2_netMomentsTotal +- !!python/tuple + - Total voltage and current for motors and communication system of M2. + - MTM2_powerStatus +- !!python/tuple + - Raw total voltage and current for motors and communication system of M2. + - MTM2_powerStatusRaw +- !!python/tuple + - Tangential force error used to compare with the thresholds to avoid the breaking + of mirror. A1 and A4 do not support the mirror. Only A2, A3, A5, and A6 do. + - MTM2_forceErrorTangent +- !!python/tuple + - Heartbeat output by the MTMount CSC's telemetry client (not the TMA). + - MTMount_telemetryClientHeartbeat +- !!python/tuple + - Azimuth axis detail + - MTMount_azimuth +- !!python/tuple + - Mount safety system + - MTMount_safetySystem +- !!python/tuple + - Elevation axis detail + - MTMount_elevation +- !!python/tuple + - Locking pins status + - MTMount_lockingPins +- !!python/tuple + - Deployable platforms status + - MTMount_deployablePlatforms +- !!python/tuple + - Cabinet 0101 Thermal status + - MTMount_cabinet0101Thermal +- !!python/tuple + - Azimuth cable wrap status + - MTMount_azimuthCableWrap +- !!python/tuple + - Camera cable wrap status + - MTMount_cameraCableWrap +- !!python/tuple + - Balncing detail + - MTMount_balancing +- !!python/tuple + - Azimuth drive currents + - MTMount_azimuthDrives +- !!python/tuple + - Azimuth drive temperatures + - MTMount_azimuthDrivesThermal +- !!python/tuple + - Elevation drive currents + - MTMount_elevationDrives +- !!python/tuple + - Elevation drive temperatures + - MTMount_elevationDrivesThermal +- !!python/tuple + - Encoders detail + - MTMount_encoder +- !!python/tuple + - Main cabinet temperatures + - MTMount_mainCabinetThermal +- !!python/tuple + - Mirror cover locks + - MTMount_mirrorCoverLocks +- !!python/tuple + - Mirror covers detail + - MTMount_mirrorCover +- !!python/tuple + - Main power supply detail + - MTMount_mainPowerSupply +- !!python/tuple + - Top end chiller detail + - MTMount_topEndChiller +- !!python/tuple + - Auxillary cabinets temperatures + - MTMount_auxiliaryCabinetsThermal +- !!python/tuple + - Oil supply system detail + - MTMount_oilSupplySystem +- !!python/tuple + - Compressed air detail + - MTMount_compressedAir +- !!python/tuple + - Cooling system detail + - MTMount_cooling +- !!python/tuple + - Dynalene cooling system detail + - MTMount_dynaleneCooling +- !!python/tuple + - Glycol cooling system detail + - MTMount_generalPurposeGlycolWater +- !!python/tuple + - Calculated demands for current target + - MTPtg_currentTargetStatus +- !!python/tuple + - Guiding data + - MTPtg_guiding +- !!python/tuple + - Time related data + - MTPtg_timeAndDate +- !!python/tuple + - Current telescope mount status + - MTPtg_mountStatus +- !!python/tuple + - Information related to the Sun and the Moon + - MTPtg_skyEnvironment +- !!python/tuple + - Named telescope positions specified in the configuration file + - MTPtg_namedAzEl +- !!python/tuple + - Telemetry for mount positions in sky coordinates + - MTPtg_mountPosition +- !!python/tuple + - Camera cable wrap following error. + - MTRotator_ccwFollowingError +- !!python/tuple + - Demand and actual rotator position and velocity. + - MTRotator_rotation +- !!python/tuple + - Rotator drive/electrical information. + - MTRotator_electrical +- !!python/tuple + - Data about the two rotator motors, in order A, B + - MTRotator_motors +- !!python/tuple + - VMS (1 sensor, 3 channels) accelerometer data. + - MTVMS_data +- !!python/tuple + - Acceleration power spectral density (PSD), measured by a 3 axis accelerometer. + - MTVMS_psd +- !!python/tuple + - Miscellaneous data. + - MTVMS_miscellaneous +- !!python/tuple + - Scalar values. + - Test_scalars +- !!python/tuple + - Array values. + - Test_arrays +- !!python/tuple + - The temperature sensors that are available from the laser. (deg_C) + - TunableLaser_temperature +- !!python/tuple + - The wavelength of the laser. + - TunableLaser_wavelength +- !!python/tuple + - The average temperature of the Omrom scanner for measuring the cooling performance + of the laser. + - TunableLaser_scannerTemperature +- !!python/tuple + - The metadata for the forecast data. + - WeatherForecast_metadata +- !!python/tuple + - The hourly trend forecast data. + - WeatherForecast_hourlyTrend +- !!python/tuple + - The daily trend for the forecast. + - WeatherForecast_dailyTrend diff --git a/python/lsst/summit/extras/astrochat.py b/python/lsst/summit/extras/astrochat.py index 8d203c05..8b9d37e2 100644 --- a/python/lsst/summit/extras/astrochat.py +++ b/python/lsst/summit/extras/astrochat.py @@ -256,10 +256,12 @@ def __call__(self, response): class Tools: def __init__(self, chat_model, yamlFilePath) -> None: + self.data_dir = os.path.dirname(yamlFilePath) + self.index_path = os.path.join(self.data_dir, "annoy_index.ann") self._chat = chat_model self.data = self.load_yaml(yamlFilePath) self.sentence_model = SentenceTransformer("all-MiniLM-L6-v2") - self.index = self.build_annoy_index() + self.index, self.descriptions = self.load_or_build_annoy_index() self.tools = [ Tool( @@ -329,10 +331,19 @@ def random_mtg_card(self): def load_yaml(self, file_path): with open(file_path, "r") as file: return yaml.safe_load(file) + + def load_or_build_annoy_index(self): + if os.path.exists(self.index_path): + return self.load_annoy_index() + else: + index, descriptions = self.build_annoy_index() + self.descriptions = descriptions + self.save_annoy_index(index) + return index, descriptions def build_annoy_index(self): index = AnnoyIndex(384, "angular") # Adjust the vector length based on your embeddings - self.descriptions = [] # Store descriptions and topics for later use + descriptions = [] # Store descriptions and topics for later use # Iterate over all entries in the loaded YAML data for telemetry_name, telemetry_data in self.data.items(): @@ -349,13 +360,53 @@ def build_annoy_index(self): vector = self.embed_description( description ) # Convert description to vector - index.add_item(len(self.descriptions), vector) + index.add_item(len(descriptions), vector) # Keep track of the description and its # corresponding EFDB topic - self.descriptions.append((description, efdb_topic)) + descriptions.append((description, efdb_topic)) index.build(10) # Build the Annoy index with 10 trees - return index + return index, descriptions + + def save_annoy_index(self, index): + directory = os.path.dirname(self.index_path) + if not os.path.exists(directory): + os.makedirs(directory) + index.save(self.index_path) + LOG.info(f"Annoy index saved to {self.index_path}") + + descriptions_path = os.path.splitext(self.index_path)[0] + ".yaml" + with open(descriptions_path, 'w') as file: + yaml.dump(self.descriptions, file) + LOG.info(f"Descriptions saved to {descriptions_path}") + + def load_annoy_index(self): + index = AnnoyIndex(384, "angular") + index.load(self.index_path) + LOG.info(f"Annoy index loaded from {self.index_path}") + + descriptions_path = os.path.splitext(self.index_path)[0] + ".yaml" + with open(descriptions_path, 'r') as file: + descriptions = yaml.safe_load(file) + LOG.info(f"Descriptions loaded from {descriptions_path}") + + return index, descriptions + + def load_or_build_annoy_index(self): + if os.path.exists(self.index_path): + return self.load_annoy_index() + else: + index, descriptions = self.build_annoy_index() + self.descriptions = descriptions + self.save_annoy_index(index) + return index, descriptions + + def rebuild_annoy_index(self): + index, descriptions = self.build_annoy_index() + self.descriptions = descriptions + self.save_annoy_index(index) + self.index = index + LOG.info("Annoy index rebuilt") def embed_description(self, description: str): return self.sentence_model.encode(description).tolist() From 6275c3e0364de04e23f6cd2cb5b285e45cfc202f Mon Sep 17 00:00:00 2001 From: tejkaa Date: Fri, 27 Sep 2024 11:30:48 -0700 Subject: [PATCH 2/6] Black reformatting --- python/lsst/summit/extras/astrochat.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/python/lsst/summit/extras/astrochat.py b/python/lsst/summit/extras/astrochat.py index 8b9d37e2..c01fcc2f 100644 --- a/python/lsst/summit/extras/astrochat.py +++ b/python/lsst/summit/extras/astrochat.py @@ -331,7 +331,7 @@ def random_mtg_card(self): def load_yaml(self, file_path): with open(file_path, "r") as file: return yaml.safe_load(file) - + def load_or_build_annoy_index(self): if os.path.exists(self.index_path): return self.load_annoy_index() @@ -376,7 +376,7 @@ def save_annoy_index(self, index): LOG.info(f"Annoy index saved to {self.index_path}") descriptions_path = os.path.splitext(self.index_path)[0] + ".yaml" - with open(descriptions_path, 'w') as file: + with open(descriptions_path, "w") as file: yaml.dump(self.descriptions, file) LOG.info(f"Descriptions saved to {descriptions_path}") @@ -386,7 +386,7 @@ def load_annoy_index(self): LOG.info(f"Annoy index loaded from {self.index_path}") descriptions_path = os.path.splitext(self.index_path)[0] + ".yaml" - with open(descriptions_path, 'r') as file: + with open(descriptions_path, "r") as file: descriptions = yaml.safe_load(file) LOG.info(f"Descriptions loaded from {descriptions_path}") From 80d7e7307b09795b9dee5fdaca6b3dd69f0c2674 Mon Sep 17 00:00:00 2001 From: tejkaa Date: Fri, 27 Sep 2024 11:59:43 -0700 Subject: [PATCH 3/6] Linter error fixed --- python/lsst/summit/extras/astrochat.py | 9 --------- 1 file changed, 9 deletions(-) diff --git a/python/lsst/summit/extras/astrochat.py b/python/lsst/summit/extras/astrochat.py index c01fcc2f..882493af 100644 --- a/python/lsst/summit/extras/astrochat.py +++ b/python/lsst/summit/extras/astrochat.py @@ -392,15 +392,6 @@ def load_annoy_index(self): return index, descriptions - def load_or_build_annoy_index(self): - if os.path.exists(self.index_path): - return self.load_annoy_index() - else: - index, descriptions = self.build_annoy_index() - self.descriptions = descriptions - self.save_annoy_index(index) - return index, descriptions - def rebuild_annoy_index(self): index, descriptions = self.build_annoy_index() self.descriptions = descriptions From 23de985d4dbd7c170dacadda9f686b3d3fa9bc78 Mon Sep 17 00:00:00 2001 From: tejkaa Date: Fri, 27 Sep 2024 14:05:05 -0700 Subject: [PATCH 4/6] Fixed ConstructorError caused by tags in the annoy_index.yaml file --- data/annoy_index.yaml | 651 +++++++++---------------- python/lsst/summit/extras/astrochat.py | 20 +- 2 files changed, 235 insertions(+), 436 deletions(-) diff --git a/data/annoy_index.yaml b/data/annoy_index.yaml index c9bcaff3..fbd90d5d 100644 --- a/data/annoy_index.yaml +++ b/data/annoy_index.yaml @@ -1,687 +1,470 @@ -- !!python/tuple - - System time (TAI). +- - System time (TAI). - ATBuilding_timestamp -- !!python/tuple - - The timestamp of the loop control. +- - The timestamp of the loop control. - ATBuilding_loopTime -- !!python/tuple - - Telemetry for auxtel vent extraction fan. +- - Telemetry for auxtel vent extraction fan. - ATBuilding_extractionFan -- !!python/tuple - - Telescope trajectory Position/Velocity/Time from the ATMCS trajectory generator +- - Telescope trajectory Position/Velocity/Time from the ATMCS trajectory generator at 100Hz, starting at the specified time. - ATMCS_trajectory -- !!python/tuple - - Telemetry for elevation and azimuth encoders +- - Telemetry for elevation and azimuth encoders - ATMCS_mount_AzEl_Encoders -- !!python/tuple - - Telemetry for Nasmyth encoders +- - Telemetry for Nasmyth encoders - ATMCS_mount_Nasmyth_Encoders -- !!python/tuple - - Commanded torque for all drives except M3 +- - Commanded torque for all drives except M3 - ATMCS_torqueDemand -- !!python/tuple - - Measured torque for all drives +- - Measured torque for all drives - ATMCS_measuredTorque -- !!python/tuple - - Measured motor velocity for all drives +- - Measured motor velocity for all drives - ATMCS_measuredMotorVelocity -- !!python/tuple - - Position reported by Nasmyth and M3 mount encoders +- - Position reported by Nasmyth and M3 mount encoders - ATMCS_nasmyth_m3_mountMotorEncoders -- !!python/tuple - - Position reported by elevation and azimuth mount encoders +- - Position reported by elevation and azimuth mount encoders - ATMCS_azEl_mountMotorEncoders -- !!python/tuple - - Publish the system current timestamp. +- - Publish the system current timestamp. - ATMonochromator_timestamp -- !!python/tuple - - Publish the system intenal loop time (e.g. time since start of operation). +- - Publish the system intenal loop time (e.g. time since start of operation). - ATMonochromator_loopTime -- !!python/tuple - - Measured pressure in air line to M1 pneumatic actuators +- - Measured pressure in air line to M1 pneumatic actuators - ATPneumatics_m1AirPressure -- !!python/tuple - - Measured pressure of airline to M2 pneumatic actuator (Hardware not functional, +- - Measured pressure of airline to M2 pneumatic actuator (Hardware not functional, see DM-20577) - ATPneumatics_m2AirPressure -- !!python/tuple - - Measured pressure in main supply line from compressor +- - Measured pressure in main supply line from compressor - ATPneumatics_mainAirSourcePressure -- !!python/tuple - - Load cell value (from M1 hardpoint) +- - Load cell value (from M1 hardpoint) - ATPneumatics_loadCell -- !!python/tuple - - Calculated demands for current target +- - Calculated demands for current target - ATPtg_currentTargetStatus -- !!python/tuple - - Guiding data +- - Guiding data - ATPtg_guiding -- !!python/tuple - - Time related data +- - Time related data - ATPtg_timeAndDate -- !!python/tuple - - Current telescope mount status +- - Current telescope mount status - ATPtg_mountStatus -- !!python/tuple - - Information related to the Sun and the Moon +- - Information related to the Sun and the Moon - ATPtg_skyEnvironment -- !!python/tuple - - Named telescope positions specified in the configuration file +- - Named telescope positions specified in the configuration file - ATPtg_namedAzEl -- !!python/tuple - - Telemetry for mount positions in sky coordinate +- - Telemetry for mount positions in sky coordinate - ATPtg_mountPositions -- !!python/tuple - - Chiller fan speeds, in revolutions per second +- - Chiller fan speeds, in revolutions per second - ATWhiteLight_chillerFanSpeeds -- !!python/tuple - - Chiller set temperature and measured temperatures +- - Chiller set temperature and measured temperatures - ATWhiteLight_chillerTemperatures -- !!python/tuple - - Chiller coolant flow rate +- - Chiller coolant flow rate - ATWhiteLight_chillerCoolantFlow -- !!python/tuple - - Chiller thermo-electric cooler drive current +- - Chiller thermo-electric cooler drive current - ATWhiteLight_chillerTECBankCurrents -- !!python/tuple - - Chiller thermo-electric cooler drive status +- - Chiller thermo-electric cooler drive status - ATWhiteLight_chillerTECDrive -- !!python/tuple - - The status array of the CBP. +- - The status array of the CBP. - CBP_status -- !!python/tuple - - The mask of the CBP. +- - The mask of the CBP. - CBP_mask -- !!python/tuple - - The azimuth of the CBP. +- - The azimuth of the CBP. - CBP_azimuth -- !!python/tuple - - The elevation of the CBP. +- - The elevation of the CBP. - CBP_elevation -- !!python/tuple - - The focus of the CBP. +- - The focus of the CBP. - CBP_focus -- !!python/tuple - - Is the CBP parked? +- - Is the CBP parked? - CBP_parked -- !!python/tuple - - Sky status +- - Sky status - DIMM_sky -- !!python/tuple - - Meterology data +- - Meterology data - DIMM_meterology -- !!python/tuple - - DIMM status data +- - DIMM status data - DIMM_status -- !!python/tuple - - Ambient environment measured in various locations within DREAM. Indexed by location +- - Ambient environment measured in various locations within DREAM. Indexed by location - 0 Dome, 1 Electronics Box, 2 Enclosure. - DREAM_environment -- !!python/tuple - - DREAM power supply status. +- - DREAM power supply status. - DREAM_powerSupply -- !!python/tuple - - DREAM dome telemetry. +- - DREAM dome telemetry. - DREAM_dome -- !!python/tuple - - DREAM UPS telemetry. +- - DREAM UPS telemetry. - DREAM_ups -- !!python/tuple - - Timestamp (TAI). +- - Timestamp (TAI). - EAS_timestamp -- !!python/tuple - - Loop time.. +- - Loop time.. - EAS_loopTime -- !!python/tuple - - Telemetry for Netbooter PDU devices. +- - Telemetry for Netbooter PDU devices. - EPM_pdu -- !!python/tuple - - Telemetry for Scheider PM5XXX devices. +- - Telemetry for Scheider PM5XXX devices. - EPM_scheiderPm5xxx -- !!python/tuple - - Telemetry for XUPS devices. +- - Telemetry for XUPS devices. - EPM_xups -- !!python/tuple - - Air turbulence measured by a 3-dimensional anemometer. The reported values are +- - Air turbulence measured by a 3-dimensional anemometer. The reported values are computed from data that is accumulated over a configurable period that is typically on the order of a minute. - ESS_airTurbulence -- !!python/tuple - - Wind speed and direction. The reported values are computed from data that is accumulated +- - Wind speed and direction. The reported values are computed from data that is accumulated over a configurable period that is typically on the order of a minute. - ESS_airFlow -- !!python/tuple - - Dew point. +- - Dew point. - ESS_dewPoint -- !!python/tuple - - Pressure sensors with up to 8 channels. +- - Pressure sensors with up to 8 channels. - ESS_pressure -- !!python/tuple - - Rate of rainfall. +- - Rate of rainfall. - ESS_rainRate -- !!python/tuple - - Relative humidity. +- - Relative humidity. - ESS_relativeHumidity -- !!python/tuple - - Rate of snowfall. +- - Rate of snowfall. - ESS_snowRate -- !!python/tuple - - Solar radiation. +- - Solar radiation. - ESS_solarRadiation -- !!python/tuple - - Temperature Sensors with up to 16 channels. +- - Temperature Sensors with up to 16 channels. - ESS_temperature -- !!python/tuple - - Raw data from a 3-axis accelerometer. +- - Raw data from a 3-axis accelerometer. - ESS_accelerometer -- !!python/tuple - - Acceleration PSD computed from a 3-axis accelerometer. +- - Acceleration PSD computed from a 3-axis accelerometer. - ESS_accelerometerPSD -- !!python/tuple - - Electric field strength. The reported values are computed from data that is accumulated +- - Electric field strength. The reported values are computed from data that is accumulated over a configurable period that is typically on the order of a second. - ESS_electricFieldStrength -- !!python/tuple - - Lightning strike status (once per second). This is a summary of the lightning +- - Lightning strike status (once per second). This is a summary of the lightning strikes detected. - ESS_lightningStrikeStatus -- !!python/tuple - - Spectrum analyzer trace (once per second). +- - Spectrum analyzer trace (once per second). - ESS_spectrumAnalyzer -- !!python/tuple - - Earthquake broad band, high gain data. +- - Earthquake broad band, high gain data. - ESS_earthquakeBroadBandHighGain -- !!python/tuple - - Earthquake broad band, low gain data. +- - Earthquake broad band, low gain data. - ESS_earthquakeBroadBandLowGain -- !!python/tuple - - Earthquake high broad band, high gain data. +- - Earthquake high broad band, high gain data. - ESS_earthquakeHighBroadBandHighGain -- !!python/tuple - - Earthquake high broad band, low gain data. +- - Earthquake high broad band, low gain data. - ESS_earthquakeHighBroadBandLowGain -- !!python/tuple - - Earthquake long period, high gain data. +- - Earthquake long period, high gain data. - ESS_earthquakeLongPeriodHighGain -- !!python/tuple - - Earthquake long period, low gain data. +- - Earthquake long period, low gain data. - ESS_earthquakeLongPeriodLowGain -- !!python/tuple - - Earthquake ultra long period, high gain data. +- - Earthquake ultra long period, high gain data. - ESS_earthquakeUltraLongPeriodHighGain -- !!python/tuple - - Earthquake very long period, high gain data. +- - Earthquake very long period, high gain data. - ESS_earthquakeVeryLongPeriodHighGain -- !!python/tuple - - Telemetry for the bombaAguaFriaP01 device. +- - Telemetry for the bombaAguaFriaP01 device. - HVAC_bombaAguaFriaP01 -- !!python/tuple - - Telemetry for the chiller01P01 device. +- - Telemetry for the chiller01P01 device. - HVAC_chiller01P01 -- !!python/tuple - - Telemetry for the chiller02P01 device. +- - Telemetry for the chiller02P01 device. - HVAC_chiller02P01 -- !!python/tuple - - Telemetry for the chiller03P01 device. +- - Telemetry for the chiller03P01 device. - HVAC_chiller03P01 -- !!python/tuple - - Telemetry for the generalP01 device. +- - Telemetry for the generalP01 device. - HVAC_generalP01 -- !!python/tuple - - Telemetry for the glycolSensor device. +- - Telemetry for the glycolSensor device. - HVAC_glycolSensor -- !!python/tuple - - Telemetry for the valvulaP01 device. +- - Telemetry for the valvulaP01 device. - HVAC_valvulaP01 -- !!python/tuple - - Telemetry for the vea01P01 device. +- - Telemetry for the vea01P01 device. - HVAC_vea01P01 -- !!python/tuple - - Telemetry for the vec01P01 device. +- - Telemetry for the vec01P01 device. - HVAC_vec01P01 -- !!python/tuple - - Telemetry for the vin01P01 device. +- - Telemetry for the vin01P01 device. - HVAC_vin01P01 -- !!python/tuple - - Telemetry for the crack01P02 device. +- - Telemetry for the crack01P02 device. - HVAC_crack01P02 -- !!python/tuple - - Telemetry for the crack02P02 device. +- - Telemetry for the crack02P02 device. - HVAC_crack02P02 -- !!python/tuple - - Telemetry for the fancoil01P02 device. +- - Telemetry for the fancoil01P02 device. - HVAC_fancoil01P02 -- !!python/tuple - - Telemetry for the fancoil02P02 device. +- - Telemetry for the fancoil02P02 device. - HVAC_fancoil02P02 -- !!python/tuple - - Telemetry for the fancoil03P02 device. +- - Telemetry for the fancoil03P02 device. - HVAC_fancoil03P02 -- !!python/tuple - - Telemetry for the fancoil04P02 device. +- - Telemetry for the fancoil04P02 device. - HVAC_fancoil04P02 -- !!python/tuple - - Telemetry for the fancoil05P02 device. +- - Telemetry for the fancoil05P02 device. - HVAC_fancoil05P02 -- !!python/tuple - - Telemetry for the fancoil06P02 device. +- - Telemetry for the fancoil06P02 device. - HVAC_fancoil06P02 -- !!python/tuple - - Telemetry for the fancoil07P02 device. +- - Telemetry for the fancoil07P02 device. - HVAC_fancoil07P02 -- !!python/tuple - - Telemetry for the fancoil08P02 device. +- - Telemetry for the fancoil08P02 device. - HVAC_fancoil08P02 -- !!python/tuple - - Telemetry for the fancoil09P02 device. +- - Telemetry for the fancoil09P02 device. - HVAC_fancoil09P02 -- !!python/tuple - - Telemetry for the fancoil10P02 device. +- - Telemetry for the fancoil10P02 device. - HVAC_fancoil10P02 -- !!python/tuple - - Telemetry for the fancoil11P02 device. +- - Telemetry for the fancoil11P02 device. - HVAC_fancoil11P02 -- !!python/tuple - - Telemetry for the fancoil12P02 device. +- - Telemetry for the fancoil12P02 device. - HVAC_fancoil12P02 -- !!python/tuple - - Telemetry for the manejadoraSblancaP04 device. +- - Telemetry for the manejadoraSblancaP04 device. - HVAC_manejadoraSblancaP04 -- !!python/tuple - - Telemetry for the manejadoraSlimpiaP04 device. +- - Telemetry for the manejadoraSlimpiaP04 device. - HVAC_manejadoraSlimpiaP04 -- !!python/tuple - - Telemetry for the vex03LowerP04 device. +- - Telemetry for the vex03LowerP04 device. - HVAC_vex03LowerP04 -- !!python/tuple - - Telemetry for the vex04CargaP04 device. +- - Telemetry for the vex04CargaP04 device. - HVAC_vex04CargaP04 -- !!python/tuple - - Telemetry for the Dynalene device. +- - Telemetry for the Dynalene device. - HVAC_dynaleneP05 -- !!python/tuple - - Telemetry for the manejadoraLower01P05 device. +- - Telemetry for the manejadoraLower01P05 device. - HVAC_manejadoraLower01P05 -- !!python/tuple - - Telemetry for the manejadoraLower02P05 device. +- - Telemetry for the manejadoraLower02P05 device. - HVAC_manejadoraLower02P05 -- !!python/tuple - - Telemetry for the manejadoraLower03P05 device. +- - Telemetry for the manejadoraLower03P05 device. - HVAC_manejadoraLower03P05 -- !!python/tuple - - Telemetry for the manejadoraLower04P05 device. +- - Telemetry for the manejadoraLower04P05 device. - HVAC_manejadoraLower04P05 -- !!python/tuple - - Telemetry for the vea01P05 device. +- - Telemetry for the vea01P05 device. - HVAC_vea01P05 -- !!python/tuple - - Telemetry for the vea08P05 device. +- - Telemetry for the vea08P05 device. - HVAC_vea08P05 -- !!python/tuple - - Telemetry for the vea09P05 device. +- - Telemetry for the vea09P05 device. - HVAC_vea09P05 -- !!python/tuple - - Telemetry for the vea10P05 device. +- - Telemetry for the vea10P05 device. - HVAC_vea10P05 -- !!python/tuple - - Telemetry for the vea11P05 device. +- - Telemetry for the vea11P05 device. - HVAC_vea11P05 -- !!python/tuple - - Telemetry for the vea12P05 device. +- - Telemetry for the vea12P05 device. - HVAC_vea12P05 -- !!python/tuple - - Telemetry for the vea13P05 device. +- - Telemetry for the vea13P05 device. - HVAC_vea13P05 -- !!python/tuple - - Telemetry for the vea14P05 device. +- - Telemetry for the vea14P05 device. - HVAC_vea14P05 -- !!python/tuple - - Telemetry for the vea15P05 device. +- - Telemetry for the vea15P05 device. - HVAC_vea15P05 -- !!python/tuple - - Telemetry for the vea16P05 device. +- - Telemetry for the vea16P05 device. - HVAC_vea16P05 -- !!python/tuple - - Telemetry for the vea17P05 device. +- - Telemetry for the vea17P05 device. - HVAC_vea17P05 -- !!python/tuple - - Measured M1M3 bending modes values. +- - Measured M1M3 bending modes values. - MTAOS_m1m3BendingModes -- !!python/tuple - - Measured M2 bending modes values. +- - Measured M2 bending modes values. - MTAOS_m2BendingModes -- !!python/tuple - - Status of the azimuth axis and drives. +- - Status of the azimuth axis and drives. - MTDome_azimuth -- !!python/tuple - - Status of the light/wind screen (elevation axis). +- - Status of the light/wind screen (elevation axis). - MTDome_lightWindScreen -- !!python/tuple - - Status of the aperture shutter. +- - Status of the aperture shutter. - MTDome_apertureShutter -- !!python/tuple - - Status of the louvers. The Louver enumeration describes the louver indices. Each +- - Status of the louvers. The Louver enumeration describes the louver indices. Each louver has two drives and the drive indices for louver N are 2N and 2N+1. - MTDome_louvers -- !!python/tuple - - Status of the global interlock system. +- - Status of the global interlock system. - MTDome_interlocks -- !!python/tuple - - Status of the thermal system. +- - Status of the thermal system. - MTDome_thermal -- !!python/tuple - - Status of the rear access door. +- - Status of the rear access door. - MTDome_rearAccessDoor -- !!python/tuple - - Status of the calibration screen hardware. +- - Status of the calibration screen hardware. - MTDome_calibrationScreen -- !!python/tuple - - Hexapod actuators information. +- - Hexapod actuators information. - MTHexapod_actuators -- !!python/tuple - - Hexapod movement details of application. +- - Hexapod movement details of application. - MTHexapod_application -- !!python/tuple - - Hexapod drive/electrical information. +- - Hexapod drive/electrical information. - MTHexapod_electrical -- !!python/tuple - - Thermal status response data. Return of ILC command 89 (0x59). +- - Thermal status response data. Return of ILC command 89 (0x59). - MTM1M3TS_thermalData -- !!python/tuple - - Mixing valve position. +- - Mixing valve position. - MTM1M3TS_mixingValve -- !!python/tuple - - Glycol loop temperature, measured by Thermal Sensors. +- - Glycol loop temperature, measured by Thermal Sensors. - MTM1M3TS_glycolLoopTemperature -- !!python/tuple - - Flow meter telemetry. +- - Flow meter telemetry. - MTM1M3TS_flowMeter -- !!python/tuple - - Telemetry from glycol pump. +- - Telemetry from glycol pump. - MTM1M3TS_glycolPump -- !!python/tuple - - Force actuator data - cylinder forces. +- - Force actuator data - cylinder forces. - MTM1M3_forceActuatorData -- !!python/tuple - - Inclinometer data - mirror inclination. +- - Inclinometer data - mirror inclination. - MTM1M3_inclinometerData -- !!python/tuple - - Outer loop data - counters and execution time. +- - Outer loop data - counters and execution time. - MTM1M3_outerLoopData -- !!python/tuple - - DC accelerometer data - mirror cell acceleration. +- - DC accelerometer data - mirror cell acceleration. - MTM1M3_accelerometerData -- !!python/tuple - - Hardpoint acctuator data - steps queued, current position and sensed forces. +- - Hardpoint acctuator data - steps queued, current position and sensed forces. - MTM1M3_hardpointActuatorData -- !!python/tuple - - IMS data - XYZ mirror position and rotation. +- - IMS data - XYZ mirror position and rotation. - MTM1M3_imsData -- !!python/tuple - - Reports mezzanine board pressure in push and pull cylinders. Pressure is read +- - Reports mezzanine board pressure in push and pull cylinders. Pressure is read with ILC command 119. - MTM1M3_forceActuatorPressure -- !!python/tuple - - Gyroscope data - mirror cell velocity. +- - Gyroscope data - mirror cell velocity. - MTM1M3_gyroData -- !!python/tuple - - Power supplies currents. +- - Power supplies currents. - MTM1M3_powerSupplyData -- !!python/tuple - - Dorce Balance System PID data. +- - Dorce Balance System PID data. - MTM1M3_pidData -- !!python/tuple - - Hardpoint monitor data - LVDT displacement, pressures inside hardpoint cylinders. +- - Hardpoint monitor data - LVDT displacement, pressures inside hardpoint cylinders. - MTM1M3_hardpointMonitorData -- !!python/tuple - - Applied M1M3 azimuth forces. +- - Applied M1M3 azimuth forces. - MTM1M3_appliedAzimuthForces -- !!python/tuple - - "Applied M1M3 acceleration forces. Those shall counteract mirror inertia\n \ +- - "Applied M1M3 acceleration forces. Those shall counteract mirror inertia\n \ \ as its acceleration is changing." - MTM1M3_appliedAccelerationForces -- !!python/tuple - - "M1M3 applied balance forces. Those forces are calculated from the forces\n \ +- - "M1M3 applied balance forces. Those forces are calculated from the forces\n \ \ sensed on top of the hardopoints, and shall remove force excess from the\n\ \ hardpoints." - MTM1M3_appliedBalanceForces -- !!python/tuple - - Forces applied to the Force Actuator cylinders. Those are the forces the control +- - Forces applied to the Force Actuator cylinders. Those are the forces the control system sends to actuators. - MTM1M3_appliedCylinderForces -- !!python/tuple - - Applied gravity distribution / elevation forces. Those shall change as mirror +- - Applied gravity distribution / elevation forces. Those shall change as mirror changes its inclination. - MTM1M3_appliedElevationForces -- !!python/tuple - - "Total applied forces in XYZ space. See appliedCylinderForces for forces\n \ +- - "Total applied forces in XYZ space. See appliedCylinderForces for forces\n \ \ commanded to the force actuator cylinders.\\" - MTM1M3_appliedForces -- !!python/tuple - - Forces calculated from measured mirror temperatures. +- - Forces calculated from measured mirror temperatures. - MTM1M3_appliedThermalForces -- !!python/tuple - - Forces counteracting mirror inertia as the TMA slew to a new position. +- - Forces counteracting mirror inertia as the TMA slew to a new position. - MTM1M3_appliedVelocityForces -- !!python/tuple - - M2 mirror's rigid body position. Measured from hardpoints. +- - M2 mirror's rigid body position. Measured from hardpoints. - MTM2_position -- !!python/tuple - - M2 mirror's rigid body position measured by the independent measurement system +- - M2 mirror's rigid body position measured by the independent measurement system (IMS). - MTM2_positionIMS -- !!python/tuple - - Axial actuator forces data. Increasing force corresponds to increasing tension +- - Axial actuator forces data. Increasing force corresponds to increasing tension in the load cell. The elements are the actuator Ids from 1 to 72. The related ring Ids are B1-B30, C1-C24, and D1-D18. - MTM2_axialForce -- !!python/tuple - - Tangent actuator forces data. Increasing force corresponds to increasing tension +- - Tangent actuator forces data. Increasing force corresponds to increasing tension in the load cell. The elements are the actuator Ids from 73 to 78. The related ring Ids are A1-A6. The related degrees are 0, 60, 120, 180, 240, and 300. - MTM2_tangentForce -- !!python/tuple - - Mirror and cell temperature sensor readings relative to the origin (offset). +- - Mirror and cell temperature sensor readings relative to the origin (offset). - MTM2_temperature -- !!python/tuple - - M2 internal inclinometer reading transforms to the zenith angle. +- - M2 internal inclinometer reading transforms to the zenith angle. - MTM2_zenithAngle -- !!python/tuple - - Received inclinometer angle from the telescope mount assembly (TMA). This topic +- - Received inclinometer angle from the telescope mount assembly (TMA). This topic is used to debug the look-up table (LUT) calculation if needed. - MTM2_inclinometerAngleTma -- !!python/tuple - - Axial actuator stepper motor position in steps. Increasing step corresponds to +- - Axial actuator stepper motor position in steps. Increasing step corresponds to counterclockwise rotation of the motor shaft, looking along the shaft in the direction of the motor. The elements are the actuator Ids from 1 to 72. The related ring Ids are B1-B30, C1-C24, and D1-D18. - MTM2_axialActuatorSteps -- !!python/tuple - - Tangent actuator stepper motor position in steps. Increasing sign indicates extension +- - Tangent actuator stepper motor position in steps. Increasing sign indicates extension towards the mirror. The elements are the actuator Ids from 73 to 78. The related ring Ids are A1-A6. The related degrees are 0, 60, 120, 180, 240, and 300. - MTM2_tangentActuatorSteps -- !!python/tuple - - Axial actuator encoder position. The sign of the position is consistent with the +- - Axial actuator encoder position. The sign of the position is consistent with the optical coordinate system as per LTS-136. The elements are the actuator Ids from 1 to 72. The related ring Ids are B1-B30, C1-C24, and D1-D18. - MTM2_axialEncoderPositions -- !!python/tuple - - Tangent actuator encoder position. The sign of the position is consistent with +- - Tangent actuator encoder position. The sign of the position is consistent with the optical coordinate system as per LTS-136. The elements are the actuator Ids from 73 to 78. The related ring Ids are A1-A6. The related degrees are 0, 60, 120, 180, 240, and 300. - MTM2_tangentEncoderPositions -- !!python/tuple - - Inner-loop controller (ILC) data. +- - Inner-loop controller (ILC) data. - MTM2_ilcData -- !!python/tuple - - Raw measurements from displacement sensors. +- - Raw measurements from displacement sensors. - MTM2_displacementSensors -- !!python/tuple - - Net forces and moments as commanded by the force balance system. These are calculated +- - Net forces and moments as commanded by the force balance system. These are calculated using the 72 axial and 6 tangent balance forces, which are a component of the total forces being commanded. - MTM2_forceBalance -- !!python/tuple - - Total actuator net forces. +- - Total actuator net forces. - MTM2_netForcesTotal -- !!python/tuple - - Total actuator net moments of force. +- - Total actuator net moments of force. - MTM2_netMomentsTotal -- !!python/tuple - - Total voltage and current for motors and communication system of M2. +- - Total voltage and current for motors and communication system of M2. - MTM2_powerStatus -- !!python/tuple - - Raw total voltage and current for motors and communication system of M2. +- - Raw total voltage and current for motors and communication system of M2. - MTM2_powerStatusRaw -- !!python/tuple - - Tangential force error used to compare with the thresholds to avoid the breaking +- - Tangential force error used to compare with the thresholds to avoid the breaking of mirror. A1 and A4 do not support the mirror. Only A2, A3, A5, and A6 do. - MTM2_forceErrorTangent -- !!python/tuple - - Heartbeat output by the MTMount CSC's telemetry client (not the TMA). +- - Heartbeat output by the MTMount CSC's telemetry client (not the TMA). - MTMount_telemetryClientHeartbeat -- !!python/tuple - - Azimuth axis detail +- - Azimuth axis detail - MTMount_azimuth -- !!python/tuple - - Mount safety system +- - Mount safety system - MTMount_safetySystem -- !!python/tuple - - Elevation axis detail +- - Elevation axis detail - MTMount_elevation -- !!python/tuple - - Locking pins status +- - Locking pins status - MTMount_lockingPins -- !!python/tuple - - Deployable platforms status +- - Deployable platforms status - MTMount_deployablePlatforms -- !!python/tuple - - Cabinet 0101 Thermal status +- - Cabinet 0101 Thermal status - MTMount_cabinet0101Thermal -- !!python/tuple - - Azimuth cable wrap status +- - Azimuth cable wrap status - MTMount_azimuthCableWrap -- !!python/tuple - - Camera cable wrap status +- - Camera cable wrap status - MTMount_cameraCableWrap -- !!python/tuple - - Balncing detail +- - Balncing detail - MTMount_balancing -- !!python/tuple - - Azimuth drive currents +- - Azimuth drive currents - MTMount_azimuthDrives -- !!python/tuple - - Azimuth drive temperatures +- - Azimuth drive temperatures - MTMount_azimuthDrivesThermal -- !!python/tuple - - Elevation drive currents +- - Elevation drive currents - MTMount_elevationDrives -- !!python/tuple - - Elevation drive temperatures +- - Elevation drive temperatures - MTMount_elevationDrivesThermal -- !!python/tuple - - Encoders detail +- - Encoders detail - MTMount_encoder -- !!python/tuple - - Main cabinet temperatures +- - Main cabinet temperatures - MTMount_mainCabinetThermal -- !!python/tuple - - Mirror cover locks +- - Mirror cover locks - MTMount_mirrorCoverLocks -- !!python/tuple - - Mirror covers detail +- - Mirror covers detail - MTMount_mirrorCover -- !!python/tuple - - Main power supply detail +- - Main power supply detail - MTMount_mainPowerSupply -- !!python/tuple - - Top end chiller detail +- - Top end chiller detail - MTMount_topEndChiller -- !!python/tuple - - Auxillary cabinets temperatures +- - Auxillary cabinets temperatures - MTMount_auxiliaryCabinetsThermal -- !!python/tuple - - Oil supply system detail +- - Oil supply system detail - MTMount_oilSupplySystem -- !!python/tuple - - Compressed air detail +- - Compressed air detail - MTMount_compressedAir -- !!python/tuple - - Cooling system detail +- - Cooling system detail - MTMount_cooling -- !!python/tuple - - Dynalene cooling system detail +- - Dynalene cooling system detail - MTMount_dynaleneCooling -- !!python/tuple - - Glycol cooling system detail +- - Glycol cooling system detail - MTMount_generalPurposeGlycolWater -- !!python/tuple - - Calculated demands for current target +- - Calculated demands for current target - MTPtg_currentTargetStatus -- !!python/tuple - - Guiding data +- - Guiding data - MTPtg_guiding -- !!python/tuple - - Time related data +- - Time related data - MTPtg_timeAndDate -- !!python/tuple - - Current telescope mount status +- - Current telescope mount status - MTPtg_mountStatus -- !!python/tuple - - Information related to the Sun and the Moon +- - Information related to the Sun and the Moon - MTPtg_skyEnvironment -- !!python/tuple - - Named telescope positions specified in the configuration file +- - Named telescope positions specified in the configuration file - MTPtg_namedAzEl -- !!python/tuple - - Telemetry for mount positions in sky coordinates +- - Telemetry for mount positions in sky coordinates - MTPtg_mountPosition -- !!python/tuple - - Camera cable wrap following error. +- - Camera cable wrap following error. - MTRotator_ccwFollowingError -- !!python/tuple - - Demand and actual rotator position and velocity. +- - Demand and actual rotator position and velocity. - MTRotator_rotation -- !!python/tuple - - Rotator drive/electrical information. +- - Rotator drive/electrical information. - MTRotator_electrical -- !!python/tuple - - Data about the two rotator motors, in order A, B +- - Data about the two rotator motors, in order A, B - MTRotator_motors -- !!python/tuple - - VMS (1 sensor, 3 channels) accelerometer data. +- - VMS (1 sensor, 3 channels) accelerometer data. - MTVMS_data -- !!python/tuple - - Acceleration power spectral density (PSD), measured by a 3 axis accelerometer. +- - Acceleration power spectral density (PSD), measured by a 3 axis accelerometer. - MTVMS_psd -- !!python/tuple - - Miscellaneous data. +- - Miscellaneous data. - MTVMS_miscellaneous -- !!python/tuple - - Scalar values. +- - Scalar values. - Test_scalars -- !!python/tuple - - Array values. +- - Array values. - Test_arrays -- !!python/tuple - - The temperature sensors that are available from the laser. (deg_C) +- - The temperature sensors that are available from the laser. (deg_C) - TunableLaser_temperature -- !!python/tuple - - The wavelength of the laser. +- - The wavelength of the laser. - TunableLaser_wavelength -- !!python/tuple - - The average temperature of the Omrom scanner for measuring the cooling performance +- - The average temperature of the Omrom scanner for measuring the cooling performance of the laser. - TunableLaser_scannerTemperature -- !!python/tuple - - The metadata for the forecast data. +- - The metadata for the forecast data. - WeatherForecast_metadata -- !!python/tuple - - The hourly trend forecast data. +- - The hourly trend forecast data. - WeatherForecast_hourlyTrend -- !!python/tuple - - The daily trend for the forecast. +- - The daily trend for the forecast. - WeatherForecast_dailyTrend diff --git a/python/lsst/summit/extras/astrochat.py b/python/lsst/summit/extras/astrochat.py index 882493af..541e6402 100644 --- a/python/lsst/summit/extras/astrochat.py +++ b/python/lsst/summit/extras/astrochat.py @@ -31,6 +31,7 @@ import pandas as pd import requests import yaml + from annoy import AnnoyIndex from IPython.display import Image, Markdown, display from langchain.agents import AgentType, Tool @@ -254,6 +255,17 @@ def __call__(self, response): raise ValueError(f"Unknown agent type: {self.agentType}") +def convert_tuples_to_lists(data): + if isinstance(data, tuple): + return list(data) + elif isinstance(data, list): + return [convert_tuples_to_lists(item) for item in data] + elif isinstance(data, dict): + return {key: convert_tuples_to_lists(value) for key, value in data.items()} + else: + return data + + class Tools: def __init__(self, chat_model, yamlFilePath) -> None: self.data_dir = os.path.dirname(yamlFilePath) @@ -329,8 +341,9 @@ def random_mtg_card(self): return image_url def load_yaml(self, file_path): + # Load the YAML file with the custom constructor with open(file_path, "r") as file: - return yaml.safe_load(file) + return yaml.load(file, Loader=yaml.SafeLoader) def load_or_build_annoy_index(self): if os.path.exists(self.index_path): @@ -375,9 +388,12 @@ def save_annoy_index(self, index): index.save(self.index_path) LOG.info(f"Annoy index saved to {self.index_path}") + normalized_descriptions = convert_tuples_to_lists(self.descriptions) + descriptions_path = os.path.splitext(self.index_path)[0] + ".yaml" with open(descriptions_path, "w") as file: - yaml.dump(self.descriptions, file) + yaml.dump(normalized_descriptions, file) + print(f"Descriptions saved to {descriptions_path}, without tuples") LOG.info(f"Descriptions saved to {descriptions_path}") def load_annoy_index(self): From 4958205aaefe6a3178233f6a2cd8733183aceacb Mon Sep 17 00:00:00 2001 From: tejkaa Date: Fri, 27 Sep 2024 14:19:39 -0700 Subject: [PATCH 5/6] isort error fixed --- python/lsst/summit/extras/astrochat.py | 1 - 1 file changed, 1 deletion(-) diff --git a/python/lsst/summit/extras/astrochat.py b/python/lsst/summit/extras/astrochat.py index 541e6402..21c3fbbc 100644 --- a/python/lsst/summit/extras/astrochat.py +++ b/python/lsst/summit/extras/astrochat.py @@ -31,7 +31,6 @@ import pandas as pd import requests import yaml - from annoy import AnnoyIndex from IPython.display import Image, Markdown, display from langchain.agents import AgentType, Tool From d22b3b96fb314c3bdb1e7429b0ec954985be64f5 Mon Sep 17 00:00:00 2001 From: tejkaa Date: Fri, 27 Sep 2024 17:49:53 -0700 Subject: [PATCH 6/6] Tool-calling agent type issue fixed --- python/lsst/summit/extras/astrochat.py | 61 ++++++++++++++++++-------- 1 file changed, 43 insertions(+), 18 deletions(-) diff --git a/python/lsst/summit/extras/astrochat.py b/python/lsst/summit/extras/astrochat.py index 21c3fbbc..ca26e762 100644 --- a/python/lsst/summit/extras/astrochat.py +++ b/python/lsst/summit/extras/astrochat.py @@ -213,21 +213,34 @@ def printResponse(self, response): self.printAction(action) self.printObservation(observation) - output = response["output"] - print(f"\nFinal answer: {output}") + output = response.get("output", None) + if output: + print(f"\nFinal answer: {output}") @staticmethod def pprint(responses): print(f"Length of responses: {len(responses)}") - steps = responses["intermediate_steps"] - print(f"with {len(steps)} steps\n") - for stepNum, step in enumerate(steps): - action, logs = step - if action.tool == "python_repl_ast": - code = action.tool_input["query"] + if isinstance(responses, list): + for response in responses: + steps = response.get("intermediate_steps", []) + print(f"with {len(steps)} steps") + for stepNum, step in enumerate(steps): + action, observation = step + print(f"Step {stepNum + 1}") + if isinstance(action, str): + print(f"Action log: {action}") + if isinstance(observation, str): + print(f"Observation: {observation}") + else: + steps = responses.get("intermediate_steps", []) + print(f"with {len(steps)} steps") + for stepNum, step in enumerate(steps): + action, observation = step print(f"Step {stepNum + 1}") - display(Markdown(f"```python\n{code}\n```")) - print(f"logs: {logs}") + if isinstance(action, str): + print(f"Action log: {action}") + if isinstance(observation, str): + print(f"Observation: {observation}") def __call__(self, response): """Format the response for notebook display. @@ -242,9 +255,19 @@ def __call__(self, response): formattedResponse : `str` The formatted response. """ + if self.agentType == "tool-calling": - self.pprint(response) - return + if isinstance(response, list): + for resp in response: + self.pprint(resp) + output = resp.get("output", None) + if output: + print(f"\nFinal answer: {output}") + else: + self.pprint(response) + output = response.get("output", None) + if output: + print(f"\nFinal answer: {output}") elif self.agentType == "ZERO_SHOT_REACT_DESCRIPTION": self.printResponse(response) allCode = self.allCode @@ -276,12 +299,12 @@ def __init__(self, chat_model, yamlFilePath) -> None: self.tools = [ Tool( - name="Secret Word", + name="secret_word", func=self.secret_word, description="Useful for when you need to answer what is the secret word", ), Tool( - name="NASA Image", + name="nasa_image", func=self.nasa_image, description=( "Useful for when you need to answer what is the NASA image of the day" @@ -289,12 +312,12 @@ def __init__(self, chat_model, yamlFilePath) -> None: ), ), Tool( - name="Random MTG", + name="random_mtg", func=self.random_mtg_card, description="Useful for when you need to show a random Magic The Gathering card", ), Tool( - name="YAML Topic Finder", + name="yaml_topic_finder", func=lambda prompt: self.find_topic_with_ai(prompt), description="Finds the topic in the YAML file based on the description provided using AI.", ), @@ -557,6 +580,8 @@ def __init__( self.agentType = agentType if agentType == "ZERO_SHOT_REACT_DESCRIPTION": agentType = AgentType.ZERO_SHOT_REACT_DESCRIPTION + # else: + # acting_agent = agentType prefix = """ You are running in an interactive environment, so if users ask for @@ -565,8 +590,8 @@ def __init__( answer user questions and generate plots from it. If the question is not related with pandas, you can use extra tools. - The extra tools are: 1. 'Secret Word', 2. 'NASA Image', 3. 'Random - MTG', 4. 'YAML Topic Finder'. When using the 'Nasa Image' tool, use + The extra tools are: 1. 'secret_word', 2. 'nasa_image', 3. 'random_mtg', + 4. 'yaml_topic_finder'. When using the 'Nasa Image' tool, use 'self.date' as a date, do not use 'dayObs', and do not attempt any pandas analysis at all, so not use 'self.data' """