All Classes and Interfaces
Class
Description
Represents an active MLflow run and contains APIs to log data to the run.
A static hostname and optional credentials to talk to an MLflow server.
Protobuf type
mlflow.ArtifactCredentialInfoProtobuf type
mlflow.ArtifactCredentialInfoProtobuf type
mlflow.ArtifactCredentialInfo.HttpHeaderProtobuf type
mlflow.ArtifactCredentialInfo.HttpHeader
The type of a given artifact access credential
Protobuf type
mlflow.CompleteMultipartUploadProtobuf type
mlflow.CompleteMultipartUploadProtobuf type
mlflow.CompleteMultipartUpload.ResponseProtobuf type
mlflow.CompleteMultipartUpload.ResponseProtobuf type
mlflow.CreateMultipartUploadProtobuf type
mlflow.CreateMultipartUploadProtobuf type
mlflow.CreateMultipartUpload.ResponseProtobuf type
mlflow.CreateMultipartUpload.ResponseProtobuf type
mlflow.GetCredentialsForReadProtobuf type
mlflow.GetCredentialsForReadProtobuf type
mlflow.GetCredentialsForRead.ResponseProtobuf type
mlflow.GetCredentialsForRead.ResponseProtobuf type
mlflow.GetCredentialsForTraceDataDownloadProtobuf type
mlflow.GetCredentialsForTraceDataDownloadProtobuf type
mlflow.GetCredentialsForTraceDataDownload.ResponseProtobuf type
mlflow.GetCredentialsForTraceDataDownload.ResponseProtobuf type
mlflow.GetCredentialsForTraceDataUploadProtobuf type
mlflow.GetCredentialsForTraceDataUploadProtobuf type
mlflow.GetCredentialsForTraceDataUpload.ResponseProtobuf type
mlflow.GetCredentialsForTraceDataUpload.ResponseProtobuf type
mlflow.GetCredentialsForWriteProtobuf type
mlflow.GetCredentialsForWriteProtobuf type
mlflow.GetCredentialsForWrite.ResponseProtobuf type
mlflow.GetCredentialsForWrite.ResponseProtobuf type
mlflow.GetPresignedUploadPartUrlProtobuf type
mlflow.GetPresignedUploadPartUrlProtobuf type
mlflow.GetPresignedUploadPartUrl.ResponseProtobuf type
mlflow.GetPresignedUploadPartUrl.ResponseProtobuf type
mlflow.PartEtagProtobuf type
mlflow.PartEtagCredentials to talk to a Databricks-hosted MLflow server.
Types of vertices represented in MLflow Run Inputs.
Protobuf type
mlflow.artifacts.AbortMultipartUploadProtobuf type
mlflow.artifacts.AbortMultipartUploadProtobuf type
mlflow.artifacts.AbortMultipartUpload.ResponseProtobuf type
mlflow.artifacts.AbortMultipartUpload.ResponseProtobuf type
mlflow.artifacts.CompleteMultipartUploadProtobuf type
mlflow.artifacts.CompleteMultipartUploadProtobuf type
mlflow.artifacts.CompleteMultipartUpload.ResponseProtobuf type
mlflow.artifacts.CompleteMultipartUpload.ResponseProtobuf type
mlflow.artifacts.CreateMultipartUploadProtobuf type
mlflow.artifacts.CreateMultipartUploadProtobuf type
mlflow.artifacts.CreateMultipartUpload.ResponseProtobuf type
mlflow.artifacts.CreateMultipartUpload.ResponseProtobuf type
mlflow.artifacts.DeleteArtifactProtobuf type
mlflow.artifacts.DeleteArtifactProtobuf type
mlflow.artifacts.DeleteArtifact.ResponseProtobuf type
mlflow.artifacts.DeleteArtifact.ResponseProtobuf type
mlflow.artifacts.DownloadArtifactProtobuf type
mlflow.artifacts.DownloadArtifactProtobuf type
mlflow.artifacts.DownloadArtifact.ResponseProtobuf type
mlflow.artifacts.DownloadArtifact.ResponseProtobuf type
mlflow.artifacts.FileInfoProtobuf type
mlflow.artifacts.FileInfoProtobuf type
mlflow.artifacts.ListArtifactsProtobuf type
mlflow.artifacts.ListArtifactsProtobuf type
mlflow.artifacts.ListArtifacts.ResponseProtobuf type
mlflow.artifacts.ListArtifacts.ResponseProtobuf type
mlflow.artifacts.MultipartUploadCredentialProtobuf type
mlflow.artifacts.MultipartUploadCredentialProtobuf type
mlflow.artifacts.MultipartUploadPartProtobuf type
mlflow.artifacts.MultipartUploadPartProtobuf type
mlflow.artifacts.UploadArtifactProtobuf type
mlflow.artifacts.UploadArtifactProtobuf type
mlflow.artifacts.UploadArtifact.ResponseProtobuf type
mlflow.artifacts.UploadArtifact.ResponseClient to an MLflow Tracking Sever.
Superclass of all exceptions thrown by the MlflowClient API.
Returns the version of the MLflow project this client was compiled against.
Main entrypoint used to start MLflow runs to log to.
Provides a hostname and optional authentication for talking to an MLflow server.
Provides a dynamic, refreshable set of MlflowHostCreds.
Returned when an HTTP API request to a remote Tracking service returns an error code.
Protobuf type
mlflow.CreateModelVersionProtobuf type
mlflow.CreateModelVersionProtobuf type
mlflow.CreateModelVersion.ResponseProtobuf type
mlflow.CreateModelVersion.ResponseProtobuf type
mlflow.CreateRegisteredModelProtobuf type
mlflow.CreateRegisteredModelProtobuf type
mlflow.CreateRegisteredModel.ResponseProtobuf type
mlflow.CreateRegisteredModel.ResponseProtobuf type
mlflow.DeleteModelVersionProtobuf type
mlflow.DeleteModelVersionProtobuf type
mlflow.DeleteModelVersion.ResponseProtobuf type
mlflow.DeleteModelVersion.ResponseProtobuf type
mlflow.DeleteModelVersionTagProtobuf type
mlflow.DeleteModelVersionTagProtobuf type
mlflow.DeleteModelVersionTag.ResponseProtobuf type
mlflow.DeleteModelVersionTag.ResponseProtobuf type
mlflow.DeleteRegisteredModelProtobuf type
mlflow.DeleteRegisteredModelProtobuf type
mlflow.DeleteRegisteredModel.ResponseProtobuf type
mlflow.DeleteRegisteredModel.ResponseProtobuf type
mlflow.DeleteRegisteredModelAliasProtobuf type
mlflow.DeleteRegisteredModelAliasProtobuf type
mlflow.DeleteRegisteredModelAlias.ResponseProtobuf type
mlflow.DeleteRegisteredModelAlias.ResponseProtobuf type
mlflow.DeleteRegisteredModelTagProtobuf type
mlflow.DeleteRegisteredModelTagProtobuf type
mlflow.DeleteRegisteredModelTag.ResponseProtobuf type
mlflow.DeleteRegisteredModelTag.ResponseProtobuf type
mlflow.GetLatestVersionsProtobuf type
mlflow.GetLatestVersionsProtobuf type
mlflow.GetLatestVersions.ResponseProtobuf type
mlflow.GetLatestVersions.ResponseProtobuf type
mlflow.GetModelVersionProtobuf type
mlflow.GetModelVersionProtobuf type
mlflow.GetModelVersion.ResponseProtobuf type
mlflow.GetModelVersion.ResponseProtobuf type
mlflow.GetModelVersionByAliasProtobuf type
mlflow.GetModelVersionByAliasProtobuf type
mlflow.GetModelVersionByAlias.ResponseProtobuf type
mlflow.GetModelVersionByAlias.ResponseProtobuf type
mlflow.GetModelVersionDownloadUriProtobuf type
mlflow.GetModelVersionDownloadUriProtobuf type
mlflow.GetModelVersionDownloadUri.ResponseProtobuf type
mlflow.GetModelVersionDownloadUri.ResponseProtobuf type
mlflow.GetRegisteredModelProtobuf type
mlflow.GetRegisteredModelProtobuf type
mlflow.GetRegisteredModel.ResponseProtobuf type
mlflow.GetRegisteredModel.ResponseProtobuf type
mlflow.ModelVersionProtobuf type
mlflow.ModelVersionProtobuf enum
mlflow.ModelVersionStatus
Tag for a model version.
Tag for a model version.
Protobuf type
mlflow.RegisteredModelProtobuf type
mlflow.RegisteredModel
Alias for a registered model
Alias for a registered model
Tag for a registered model
Tag for a registered model
Protobuf type
mlflow.RenameRegisteredModelProtobuf type
mlflow.RenameRegisteredModelProtobuf type
mlflow.RenameRegisteredModel.ResponseProtobuf type
mlflow.RenameRegisteredModel.ResponseProtobuf type
mlflow.SearchModelVersionsProtobuf type
mlflow.SearchModelVersionsProtobuf type
mlflow.SearchModelVersions.ResponseProtobuf type
mlflow.SearchModelVersions.ResponseProtobuf type
mlflow.SearchRegisteredModelsProtobuf type
mlflow.SearchRegisteredModelsProtobuf type
mlflow.SearchRegisteredModels.ResponseProtobuf type
mlflow.SearchRegisteredModels.ResponseProtobuf type
mlflow.SetModelVersionTagProtobuf type
mlflow.SetModelVersionTagProtobuf type
mlflow.SetModelVersionTag.ResponseProtobuf type
mlflow.SetModelVersionTag.ResponseProtobuf type
mlflow.SetRegisteredModelAliasProtobuf type
mlflow.SetRegisteredModelAliasProtobuf type
mlflow.SetRegisteredModelAlias.ResponseProtobuf type
mlflow.SetRegisteredModelAlias.ResponseProtobuf type
mlflow.SetRegisteredModelTagProtobuf type
mlflow.SetRegisteredModelTagProtobuf type
mlflow.SetRegisteredModelTag.ResponseProtobuf type
mlflow.SetRegisteredModelTag.ResponseProtobuf type
mlflow.TransitionModelVersionStageProtobuf type
mlflow.TransitionModelVersionStageProtobuf type
mlflow.TransitionModelVersionStage.ResponseProtobuf type
mlflow.TransitionModelVersionStage.ResponseProtobuf type
mlflow.UpdateModelVersionProtobuf type
mlflow.UpdateModelVersionProtobuf type
mlflow.UpdateModelVersion.ResponseProtobuf type
mlflow.UpdateModelVersion.ResponseProtobuf type
mlflow.UpdateRegisteredModelProtobuf type
mlflow.UpdateRegisteredModelProtobuf type
mlflow.UpdateRegisteredModel.ResponseProtobuf type
mlflow.UpdateRegisteredModel.ResponseProtobuf type
mlflow.CreateExperimentProtobuf type
mlflow.CreateExperimentProtobuf type
mlflow.CreateExperiment.ResponseProtobuf type
mlflow.CreateExperiment.ResponseProtobuf type
mlflow.CreateRunProtobuf type
mlflow.CreateRunProtobuf type
mlflow.CreateRun.ResponseProtobuf type
mlflow.CreateRun.Response
Dataset.
Dataset.
DatasetInput.
DatasetInput.
DatasetSummary.
DatasetSummary.
Protobuf type
mlflow.DeleteExperimentProtobuf type
mlflow.DeleteExperimentProtobuf type
mlflow.DeleteExperiment.ResponseProtobuf type
mlflow.DeleteExperiment.ResponseProtobuf type
mlflow.DeleteRunProtobuf type
mlflow.DeleteRunProtobuf type
mlflow.DeleteRun.ResponseProtobuf type
mlflow.DeleteRun.ResponseProtobuf type
mlflow.DeleteTagProtobuf type
mlflow.DeleteTagProtobuf type
mlflow.DeleteTag.ResponseProtobuf type
mlflow.DeleteTag.ResponseProtobuf type
mlflow.DeleteTracesProtobuf type
mlflow.DeleteTracesProtobuf type
mlflow.DeleteTraces.ResponseProtobuf type
mlflow.DeleteTraces.ResponseProtobuf type
mlflow.DeleteTraceTagProtobuf type
mlflow.DeleteTraceTagProtobuf type
mlflow.DeleteTraceTag.ResponseProtobuf type
mlflow.DeleteTraceTag.ResponseProtobuf type
mlflow.EndTraceProtobuf type
mlflow.EndTraceProtobuf type
mlflow.EndTrace.ResponseProtobuf type
mlflow.EndTrace.Response
Experiment
Experiment
Tag for an experiment.
Tag for an experiment.
Metadata of a single artifact file or directory.
Metadata of a single artifact file or directory.
Protobuf type
mlflow.GetExperimentProtobuf type
mlflow.GetExperimentProtobuf type
mlflow.GetExperiment.ResponseProtobuf type
mlflow.GetExperiment.ResponseProtobuf type
mlflow.GetExperimentByNameProtobuf type
mlflow.GetExperimentByNameProtobuf type
mlflow.GetExperimentByName.ResponseProtobuf type
mlflow.GetExperimentByName.ResponseProtobuf type
mlflow.GetMetricHistoryProtobuf type
mlflow.GetMetricHistoryProtobuf type
mlflow.GetMetricHistory.ResponseProtobuf type
mlflow.GetMetricHistory.ResponseProtobuf type
mlflow.GetMetricHistoryBulkIntervalProtobuf type
mlflow.GetMetricHistoryBulkIntervalProtobuf type
mlflow.GetMetricHistoryBulkInterval.ResponseProtobuf type
mlflow.GetMetricHistoryBulkInterval.ResponseProtobuf type
mlflow.GetRunProtobuf type
mlflow.GetRunProtobuf type
mlflow.GetRun.ResponseProtobuf type
mlflow.GetRun.ResponseProtobuf type
mlflow.GetTraceInfoProtobuf type
mlflow.GetTraceInfoProtobuf type
mlflow.GetTraceInfo.ResponseProtobuf type
mlflow.GetTraceInfo.Response
Tag for an input.
Tag for an input.
Protobuf type
mlflow.ListArtifactsProtobuf type
mlflow.ListArtifactsProtobuf type
mlflow.ListArtifacts.ResponseProtobuf type
mlflow.ListArtifacts.ResponseProtobuf type
mlflow.LogBatchProtobuf type
mlflow.LogBatchProtobuf type
mlflow.LogBatch.ResponseProtobuf type
mlflow.LogBatch.ResponseProtobuf type
mlflow.LogInputsProtobuf type
mlflow.LogInputsProtobuf type
mlflow.LogInputs.ResponseProtobuf type
mlflow.LogInputs.ResponseProtobuf type
mlflow.LogMetricProtobuf type
mlflow.LogMetricProtobuf type
mlflow.LogMetric.ResponseProtobuf type
mlflow.LogMetric.ResponseProtobuf type
mlflow.LogModelProtobuf type
mlflow.LogModelProtobuf type
mlflow.LogModel.ResponseProtobuf type
mlflow.LogModel.ResponseProtobuf type
mlflow.LogParamProtobuf type
mlflow.LogParamProtobuf type
mlflow.LogParam.ResponseProtobuf type
mlflow.LogParam.Response
Metric associated with a run, represented as a key-value pair.
Metric associated with a run, represented as a key-value pair.
Protobuf type
mlflow.MetricWithRunIdProtobuf type
mlflow.MetricWithRunId
Param associated with a run.
Param associated with a run.
Protobuf type
mlflow.RestoreExperimentProtobuf type
mlflow.RestoreExperimentProtobuf type
mlflow.RestoreExperiment.ResponseProtobuf type
mlflow.RestoreExperiment.ResponseProtobuf type
mlflow.RestoreRunProtobuf type
mlflow.RestoreRunProtobuf type
mlflow.RestoreRun.ResponseProtobuf type
mlflow.RestoreRun.Response
A single run.
A single run.
Run data (metrics, params, and tags).
Run data (metrics, params, and tags).
Metadata of a single run.
Metadata of a single run.
Run inputs.
Run inputs.
Status of a run.
Tag for a run.
Tag for a run.
Protobuf type
mlflow.SearchDatasetsProtobuf type
mlflow.SearchDatasetsProtobuf type
mlflow.SearchDatasets.ResponseProtobuf type
mlflow.SearchDatasets.ResponseProtobuf type
mlflow.SearchExperimentsProtobuf type
mlflow.SearchExperimentsProtobuf type
mlflow.SearchExperiments.ResponseProtobuf type
mlflow.SearchExperiments.ResponseProtobuf type
mlflow.SearchRunsProtobuf type
mlflow.SearchRunsProtobuf type
mlflow.SearchRuns.ResponseProtobuf type
mlflow.SearchRuns.ResponseProtobuf type
mlflow.SearchTracesProtobuf type
mlflow.SearchTracesProtobuf type
mlflow.SearchTraces.ResponseProtobuf type
mlflow.SearchTraces.ResponseProtobuf type
mlflow.SetExperimentTagProtobuf type
mlflow.SetExperimentTagProtobuf type
mlflow.SetExperimentTag.ResponseProtobuf type
mlflow.SetExperimentTag.ResponseProtobuf type
mlflow.SetTagProtobuf type
mlflow.SetTagProtobuf type
mlflow.SetTag.ResponseProtobuf type
mlflow.SetTag.ResponseProtobuf type
mlflow.SetTraceTagProtobuf type
mlflow.SetTraceTagProtobuf type
mlflow.SetTraceTag.ResponseProtobuf type
mlflow.SetTraceTag.Response
Source that generated a run.
Protobuf type
mlflow.StartTraceProtobuf type
mlflow.StartTraceProtobuf type
mlflow.StartTrace.ResponseProtobuf type
mlflow.StartTrace.Response
TraceInfo.
TraceInfo.
Protobuf type
mlflow.TraceRequestMetadataProtobuf type
mlflow.TraceRequestMetadataProtobuf enum
mlflow.TraceStatusProtobuf type
mlflow.TraceTagProtobuf type
mlflow.TraceTagProtobuf type
mlflow.UpdateExperimentProtobuf type
mlflow.UpdateExperimentProtobuf type
mlflow.UpdateExperiment.ResponseProtobuf type
mlflow.UpdateExperiment.ResponseProtobuf type
mlflow.UpdateRunProtobuf type
mlflow.UpdateRunProtobuf type
mlflow.UpdateRun.ResponseProtobuf type
mlflow.UpdateRun.Response
View type for ListExperiments query.