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Directory morpheus

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Directory path: morpheus

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Directory _lib

© Copyright 2023, NVIDIA. Last updated on Aug 23, 2023.

Topics

NVIDIA Morpheus
Using Morpheus
Modifying Morpheus
- Morpheus Architecture
- Contributing to Morpheus
Deploying Morpheus
- Morpheus Cloud Deployment Guide
API
- Python API
  - morpheus
    
    morpheus.cli
    
    morpheus.cli.click_completion_tools
    
    morpheus.cli.default_command_hooks
    
    morpheus.cli.default_command_hooks.DefaultCommandHooks
    
    morpheus.cli.hookspecs
    
    morpheus.cli.plugin_manager
    
    morpheus.cli.plugin_manager.PluginManager
    
    morpheus.cli.register_stage
    
    morpheus.cli.run
    
    morpheus.cli.stage_registry
    
    morpheus.cli.stage_registry.GlobalStageRegistry
    
    morpheus.cli.stage_registry.LazyStageInfo
    
    morpheus.cli.stage_registry.StageInfo
    
    morpheus.cli.stage_registry.StageRegistry
    
    morpheus.cli.utils
    
    morpheus.cli.utils.MorpheusRelativePath
    
    morpheus.common
    
    morpheus.config
    
    morpheus.config.AEFeatureScalar
    
    morpheus.config.Config
    
    morpheus.config.ConfigAutoEncoder
    
    morpheus.config.ConfigBase
    
    morpheus.config.ConfigFIL
    
    morpheus.config.ConfigOnnxToTRT
    
    morpheus.config.CppConfig
    
    morpheus.config.PipelineModes
    
    morpheus.io
    
    morpheus.io.data_manager
    
    morpheus.io.data_manager.DataManager
    
    morpheus.io.data_manager_loader
    
    morpheus.io.data_manager_loader.DataManagerDataset
    
    morpheus.io.data_manager_loader.DataManagerLoader
    
    morpheus.io.data_record
    
    morpheus.io.data_record.DataRecord
    
    morpheus.io.data_storage
    
    morpheus.io.data_storage.file_system
    
    morpheus.io.data_storage.file_system.FileSystemStorage
    
    morpheus.io.data_storage.in_memory
    
    morpheus.io.data_storage.in_memory.InMemoryStorage
    
    morpheus.io.data_storage_interface
    
    morpheus.io.data_storage_interface.RecordStorageInterface
    
    morpheus.io.deserializers
    
    morpheus.io.serializers
    
    morpheus.io.utils
    
    morpheus.loaders
    
    morpheus.loaders.file_to_df_loader
    
    morpheus.loaders.fsspec_loader
    
    morpheus.loaders.sql_loader
    
    morpheus.messages
    
    morpheus.messages.data_class_prop
    
    morpheus.messages.data_class_prop.DataClassProp
    
    morpheus.messages.memory
    
    morpheus.messages.memory.inference_memory
    
    morpheus.messages.memory.inference_memory.InferenceMemory
    
    morpheus.messages.memory.inference_memory.InferenceMemoryAE
    
    morpheus.messages.memory.inference_memory.InferenceMemoryFIL
    
    morpheus.messages.memory.inference_memory.InferenceMemoryNLP
    
    morpheus.messages.memory.response_memory
    
    morpheus.messages.memory.response_memory.ResponseMemory
    
    morpheus.messages.memory.response_memory.ResponseMemoryAE
    
    morpheus.messages.memory.response_memory.ResponseMemoryProbs
    
    morpheus.messages.memory.tensor_memory
    
    morpheus.messages.memory.tensor_memory.TensorMemory
    
    morpheus.messages.message_base
    
    morpheus.messages.message_base.MessageBase
    
    morpheus.messages.message_base.MessageData
    
    morpheus.messages.message_base.MessageImpl
    
    morpheus.messages.message_meta
    
    morpheus.messages.message_meta.AppShieldMessageMeta
    
    morpheus.messages.message_meta.MessageMeta
    
    morpheus.messages.message_meta.MutableTableCtxMgr
    
    morpheus.messages.message_meta.UserMessageMeta
    
    morpheus.messages.multi_ae_message
    
    morpheus.messages.multi_ae_message.MultiAEMessage
    
    morpheus.messages.multi_inference_ae_message
    
    morpheus.messages.multi_inference_ae_message.MultiInferenceAEMessage
    
    morpheus.messages.multi_inference_message
    
    morpheus.messages.multi_inference_message.MultiInferenceFILMessage
    
    morpheus.messages.multi_inference_message.MultiInferenceMessage
    
    morpheus.messages.multi_inference_message.MultiInferenceNLPMessage
    
    morpheus.messages.multi_message
    
    morpheus.messages.multi_message.MultiMessage
    
    morpheus.messages.multi_response_message
    
    morpheus.messages.multi_response_message.MultiResponseAEMessage
    
    morpheus.messages.multi_response_message.MultiResponseMessage
    
    morpheus.messages.multi_response_message.MultiResponseProbsMessage
    
    morpheus.messages.multi_tensor_message
    
    morpheus.messages.multi_tensor_message.MultiTensorMessage
    
    morpheus.models
    
    morpheus.models.dfencoder
    
    morpheus.models.dfencoder.ae_module
    
    morpheus.models.dfencoder.ae_module.AEModule
    
    morpheus.models.dfencoder.ae_module.CompleteLayer
    
    morpheus.models.dfencoder.autoencoder
    
    morpheus.models.dfencoder.autoencoder.AutoEncoder
    
    morpheus.models.dfencoder.dataframe
    
    morpheus.models.dfencoder.dataframe.EncoderDataFrame
    
    morpheus.models.dfencoder.dataloader
    
    morpheus.models.dfencoder.dataloader.DFEncoderDataLoader
    
    morpheus.models.dfencoder.dataloader.DatasetFromDataframe
    
    morpheus.models.dfencoder.dataloader.DatasetFromPath
    
    morpheus.models.dfencoder.distributed_ae
    
    morpheus.models.dfencoder.distributed_ae.DistributedAutoEncoder
    
    morpheus.models.dfencoder.logging
    
    morpheus.models.dfencoder.logging.BasicLogger
    
    morpheus.models.dfencoder.logging.IpynbLogger
    
    morpheus.models.dfencoder.logging.TensorboardXLogger
    
    morpheus.models.dfencoder.multiprocessing
    
    morpheus.models.dfencoder.scalers
    
    morpheus.models.dfencoder.scalers.GaussRankScaler
    
    morpheus.models.dfencoder.scalers.ModifiedScaler
    
    morpheus.models.dfencoder.scalers.NullScaler
    
    morpheus.models.dfencoder.scalers.StandardScaler
    
    morpheus.modules
    
    morpheus.modules.file_batcher
    
    morpheus.modules.file_to_df
    
    morpheus.modules.filter_cm_failed
    
    morpheus.modules.filter_control_message
    
    morpheus.modules.filter_detections
    
    morpheus.modules.from_control_message
    
    morpheus.modules.mlflow_model_writer
    
    morpheus.modules.payload_batcher
    
    morpheus.modules.serialize
    
    morpheus.modules.to_control_message
    
    morpheus.modules.write_to_file
    
    morpheus.parsers
    
    morpheus.parsers.event_parser
    
    morpheus.parsers.event_parser.EventParser
    
    morpheus.parsers.ip
    
    morpheus.parsers.splunk_notable_parser
    
    morpheus.parsers.splunk_notable_parser.SplunkNotableParser
    
    morpheus.parsers.url_parser
    
    morpheus.parsers.windows_event_parser
    
    morpheus.parsers.windows_event_parser.WindowsEventParser
    
    morpheus.parsers.zeek
    
    morpheus.pipeline
    
    morpheus.pipeline.linear_pipeline
    
    morpheus.pipeline.linear_pipeline.LinearPipeline
    
    morpheus.pipeline.multi_message_stage
    
    morpheus.pipeline.multi_message_stage.MultiMessageStage
    
    morpheus.pipeline.pipeline
    
    morpheus.pipeline.pipeline.Pipeline
    
    morpheus.pipeline.preallocator_mixin
    
    morpheus.pipeline.preallocator_mixin.PreallocatorMixin
    
    morpheus.pipeline.receiver
    
    morpheus.pipeline.receiver.Receiver
    
    morpheus.pipeline.sender
    
    morpheus.pipeline.sender.Sender
    
    morpheus.pipeline.single_output_source
    
    morpheus.pipeline.single_output_source.SingleOutputSource
    
    morpheus.pipeline.single_port_stage
    
    morpheus.pipeline.single_port_stage.SinglePortStage
    
    morpheus.pipeline.source_stage
    
    morpheus.pipeline.source_stage.SourceStage
    
    morpheus.pipeline.stage
    
    morpheus.pipeline.stage.Stage
    
    morpheus.pipeline.stream_pair
    
    morpheus.pipeline.stream_wrapper
    
    morpheus.pipeline.stream_wrapper.StreamWrapper
    
    morpheus.stages
    
    morpheus.stages.boundary
    
    morpheus.stages.boundary.linear_boundary_stage
    
    morpheus.stages.boundary.linear_boundary_stage.LinearBoundaryEgressStage
    
    morpheus.stages.boundary.linear_boundary_stage.LinearBoundaryIngressStage
    
    morpheus.stages.doca
    
    morpheus.stages.doca.doca_source_stage
    
    morpheus.stages.doca.doca_source_stage.DocaSourceStage
    
    morpheus.stages.general
    
    morpheus.stages.general.buffer_stage
    
    morpheus.stages.general.buffer_stage.BufferStage
    
    morpheus.stages.general.delay_stage
    
    morpheus.stages.general.delay_stage.DelayStage
    
    morpheus.stages.general.linear_modules_stage
    
    morpheus.stages.general.linear_modules_stage.LinearModulesStage
    
    morpheus.stages.general.monitor_stage
    
    morpheus.stages.general.monitor_stage.MonitorStage
    
    morpheus.stages.general.multi_port_modules_stage
    
    morpheus.stages.general.multi_port_modules_stage.MultiPortModulesStage
    
    morpheus.stages.general.trigger_stage
    
    morpheus.stages.general.trigger_stage.TriggerStage
    
    morpheus.stages.inference
    
    morpheus.stages.inference.auto_encoder_inference_stage
    
    morpheus.stages.inference.auto_encoder_inference_stage.AutoEncoderInferenceStage
    
    morpheus.stages.inference.identity_inference_stage
    
    morpheus.stages.inference.identity_inference_stage.IdentityInferenceStage
    
    morpheus.stages.inference.inference_stage
    
    morpheus.stages.inference.inference_stage.InferenceStage
    
    morpheus.stages.inference.inference_stage.InferenceWorker
    
    morpheus.stages.inference.pytorch_inference_stage
    
    morpheus.stages.inference.pytorch_inference_stage.PyTorchInferenceStage
    
    morpheus.stages.inference.triton_inference_stage
    
    morpheus.stages.inference.triton_inference_stage.InputWrapper
    
    morpheus.stages.inference.triton_inference_stage.ResourcePool
    
    morpheus.stages.inference.triton_inference_stage.ShmInputWrapper
    
    morpheus.stages.inference.triton_inference_stage.TritonInOut
    
    morpheus.stages.inference.triton_inference_stage.TritonInferenceAE
    
    morpheus.stages.inference.triton_inference_stage.TritonInferenceFIL
    
    morpheus.stages.inference.triton_inference_stage.TritonInferenceNLP
    
    morpheus.stages.inference.triton_inference_stage.TritonInferenceStage
    
    morpheus.stages.input
    
    morpheus.stages.input.appshield_source_stage
    
    morpheus.stages.input.appshield_source_stage.AppShieldSourceStage
    
    morpheus.stages.input.autoencoder_source_stage
    
    morpheus.stages.input.autoencoder_source_stage.AutoencoderSourceStage
    
    morpheus.stages.input.azure_source_stage
    
    morpheus.stages.input.azure_source_stage.AzureSourceStage
    
    morpheus.stages.input.cloud_trail_source_stage
    
    morpheus.stages.input.cloud_trail_source_stage.CloudTrailSourceStage
    
    morpheus.stages.input.control_message_file_source_stage
    
    morpheus.stages.input.control_message_file_source_stage.ControlMessageFileSourceStage
    
    morpheus.stages.input.control_message_kafka_source_stage
    
    morpheus.stages.input.control_message_kafka_source_stage.ControlMessageKafkaSourceStage
    
    morpheus.stages.input.duo_source_stage
    
    morpheus.stages.input.duo_source_stage.DuoSourceStage
    
    morpheus.stages.input.file_source_stage
    
    morpheus.stages.input.file_source_stage.FileSourceStage
    
    morpheus.stages.input.in_memory_source_stage
    
    morpheus.stages.input.in_memory_source_stage.InMemorySourceStage
    
    morpheus.stages.input.kafka_source_stage
    
    morpheus.stages.input.kafka_source_stage.AutoOffsetReset
    
    morpheus.stages.input.kafka_source_stage.KafkaSourceStage
    
    morpheus.stages.output
    
    morpheus.stages.output.compare_dataframe_stage
    
    morpheus.stages.output.compare_dataframe_stage.CompareDataFrameStage
    
    morpheus.stages.output.in_memory_sink_stage
    
    morpheus.stages.output.in_memory_sink_stage.InMemorySinkStage
    
    morpheus.stages.output.write_to_file_stage
    
    morpheus.stages.output.write_to_file_stage.WriteToFileStage
    
    morpheus.stages.output.write_to_kafka_stage
    
    morpheus.stages.output.write_to_kafka_stage.WriteToKafkaStage
    
    morpheus.stages.postprocess
    
    morpheus.stages.postprocess.add_classifications_stage
    
    morpheus.stages.postprocess.add_classifications_stage.AddClassificationsStage
    
    morpheus.stages.postprocess.add_scores_stage
    
    morpheus.stages.postprocess.add_scores_stage.AddScoresStage
    
    morpheus.stages.postprocess.add_scores_stage_base
    
    morpheus.stages.postprocess.add_scores_stage_base.AddScoresStageBase
    
    morpheus.stages.postprocess.filter_detections_stage
    
    morpheus.stages.postprocess.filter_detections_stage.FilterDetectionsStage
    
    morpheus.stages.postprocess.generate_viz_frames_stage
    
    morpheus.stages.postprocess.generate_viz_frames_stage.GenerateVizFramesStage
    
    morpheus.stages.postprocess.ml_flow_drift_stage
    
    morpheus.stages.postprocess.ml_flow_drift_stage.MLFlowDriftStage
    
    morpheus.stages.postprocess.serialize_stage
    
    morpheus.stages.postprocess.serialize_stage.SerializeStage
    
    morpheus.stages.postprocess.timeseries_stage
    
    morpheus.stages.postprocess.timeseries_stage.TimeSeriesStage
    
    morpheus.stages.postprocess.validation_stage
    
    morpheus.stages.postprocess.validation_stage.ValidationStage
    
    morpheus.stages.preprocess
    
    morpheus.stages.preprocess.deserialize_stage
    
    morpheus.stages.preprocess.deserialize_stage.DeserializeStage
    
    morpheus.stages.preprocess.drop_null_stage
    
    morpheus.stages.preprocess.drop_null_stage.DropNullStage
    
    morpheus.stages.preprocess.preprocess_ae_stage
    
    morpheus.stages.preprocess.preprocess_ae_stage.PreprocessAEStage
    
    morpheus.stages.preprocess.preprocess_base_stage
    
    morpheus.stages.preprocess.preprocess_base_stage.PreprocessBaseStage
    
    morpheus.stages.preprocess.preprocess_fil_stage
    
    morpheus.stages.preprocess.preprocess_fil_stage.PreprocessFILStage
    
    morpheus.stages.preprocess.preprocess_nlp_stage
    
    morpheus.stages.preprocess.preprocess_nlp_stage.PreprocessNLPStage
    
    morpheus.stages.preprocess.train_ae_stage
    
    morpheus.stages.preprocess.train_ae_stage.TrainAEStage
    
    morpheus.utils
    
    morpheus.utils.atomic_integer
    
    morpheus.utils.atomic_integer.AtomicInteger
    
    morpheus.utils.column_info
    
    morpheus.utils.column_info.BoolColumn
    
    morpheus.utils.column_info.ColumnInfo
    
    morpheus.utils.column_info.CustomColumn
    
    morpheus.utils.column_info.DataFrameInputSchema
    
    morpheus.utils.column_info.DateTimeColumn
    
    morpheus.utils.column_info.DistinctIncrementColumn
    
    morpheus.utils.column_info.IncrementColumn
    
    morpheus.utils.column_info.RenameColumn
    
    morpheus.utils.column_info.StringCatColumn
    
    morpheus.utils.column_info.StringJoinColumn
    
    morpheus.utils.compare_df
    
    morpheus.utils.concat_df
    
    morpheus.utils.control_message_utils
    
    morpheus.utils.control_message_utils.CMDefaultFailureContextManager
    
    morpheus.utils.cudf_subword_helper
    
    morpheus.utils.cudf_subword_helper.Feature
    
    morpheus.utils.directory_watcher
    
    morpheus.utils.directory_watcher.DirectoryWatcher
    
    morpheus.utils.downloader
    
    morpheus.utils.downloader.DownloadMethods
    
    morpheus.utils.downloader.Downloader
    
    morpheus.utils.execution_chain
    
    morpheus.utils.execution_chain.ExecutionChain
    
    morpheus.utils.file_utils
    
    morpheus.utils.loader_ids
    
    morpheus.utils.loader_utils
    
    morpheus.utils.logger
    
    morpheus.utils.logger.LogLevels
    
    morpheus.utils.logger.TqdmLoggingHandler
    
    morpheus.utils.module_ids
    
    morpheus.utils.module_utils
    
    morpheus.utils.monitor_utils
    
    morpheus.utils.monitor_utils.MonitorController
    
    morpheus.utils.monitor_utils.MorpheusTqdm
    
    morpheus.utils.monitor_utils.MorpheusTqdmMonitor
    
    morpheus.utils.monitor_utils.SilentMorpheusTqdm
    
    morpheus.utils.nvt
    
    morpheus.utils.nvt.decorators
    
    morpheus.utils.nvt.extensions
    
    morpheus.utils.nvt.extensions.morpheus_ext
    
    morpheus.utils.nvt.mutate
    
    morpheus.utils.nvt.mutate.MutateOp
    
    morpheus.utils.nvt.patches
    
    morpheus.utils.nvt.patches.merlin_patches
    
    morpheus.utils.nvt.schema_converters
    
    morpheus.utils.nvt.schema_converters.JSONFlattenInfo
    
    morpheus.utils.nvt.transforms
    
    morpheus.utils.onnx_to_trt
    
    morpheus.utils.producer_consumer_queue
    
    morpheus.utils.producer_consumer_queue.AsyncIOProducerConsumerQueue
    
    morpheus.utils.producer_consumer_queue.ProducerConsumerQueue
    
    morpheus.utils.schema_transforms
    
    morpheus.utils.seed
    
    morpheus.utils.sql_utils
    
    morpheus.utils.sql_utils.SQLUtils
    
    morpheus.utils.type_aliases
    
    morpheus.utils.type_utils
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