Index

Symbols

--argo-binary gordo-workflow-generate command line option --custom-model-builder-envs gordo-workflow-generate command line option --default-data-provider gordo-workflow-generate command line option --docker-registry gordo-workflow-generate command line option --docker-repository gordo-workflow-generate command line option --exceptions-report-level gordo-build command line option --exceptions-reporter-file gordo-build command line option --gordo-server-liveness-initial-delay gordo-workflow-generate command line option --gordo-server-probe-timeout gordo-workflow-generate command line option --gordo-server-readiness-initial-delay gordo-workflow-generate command line option --gordo-server-threads gordo-workflow-generate command line option --gordo-server-workers gordo-workflow-generate command line option --gordo-version gordo-workflow-generate command line option --host gordo-run-server command line option --image-pull-policy gordo-workflow-generate command line option --keda-prometheus-metric-name gordo-workflow-generate command line option --keda-prometheus-query gordo-workflow-generate command line option --keda-prometheus-threshold gordo-workflow-generate command line option --log-level gordo command line option gordo-run-server command line option --machine-config gordo-workflow-generate command line option --ml-server-hpa-type gordo-workflow-generate command line option --model-builder-class gordo-build command line option gordo-workflow-generate command line option --model-builder-labels gordo-workflow-generate command line option --model-parameter gordo-build command line option --model-register-dir gordo-build command line option --n-servers gordo-workflow-generate command line option --namespace gordo-workflow-generate command line option

--output-file gordo-workflow-generate command line option --owner-references gordo-workflow-generate command line option --pod-security-context gordo-workflow-generate command line option --port gordo-run-server command line option --print-cv-scores gordo-build command line option --project-name gordo-workflow-generate command line option --project-revision gordo-workflow-generate command line option --prometheus-metrics-server-workers gordo-workflow-generate command line option --prometheus-server-address gordo-workflow-generate command line option --resources-labels gordo-workflow-generate command line option --retry-backoff-duration gordo-workflow-generate command line option --retry-backoff-factor gordo-workflow-generate command line option --security-context gordo-workflow-generate command line option --server-app gordo-run-server command line option --server-labels gordo-workflow-generate command line option --server-target-cpu-utilization-percentage gordo-workflow-generate command line option --server-termination-grace-period gordo-workflow-generate command line option --split-workflows gordo-workflow-generate command line option --threads gordo-run-server command line option --version gordo command line option --with-keda gordo-workflow-generate command line option --with-prometheus-config gordo-run-server command line option --without-prometheus gordo-workflow-generate command line option --worker-class gordo-run-server command line option --worker-connections gordo-run-server command line option --workers gordo-run-server command line option --workflow-template gordo-workflow-generate command line option

A

adapt_proxy_deployment() (in module gordo.server.server) add (gordo.workflow.config_elements.schemas.Capabilities attribute) allowPrivilegeEscalation (gordo.workflow.config_elements.schemas.SecurityContext attribute)

anomaly() (gordo.machine.model.anomaly.base.AnomalyDetectorBase method) (gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method) AnomalyDetectorBase (class in gordo.machine.model.anomaly.base) ArgoVersionError

B

BaseDescriptor (class in gordo.machine.validators) BaseReporter (class in gordo.reporters.base) batch_log_items() (in module gordo.reporters.mlflow) build() (gordo.builder.build_model.ModelBuilder method) build_app() (in module gordo.server.prometheus.server) (in module gordo.server.server)

build_metadata (gordo.machine.metadata.metadata.Metadata attribute) build_metrics_dict() (gordo.builder.build_model.ModelBuilder static method) build_split_dict() (gordo.builder.build_model.ModelBuilder static method) BuilderPodRuntime (class in gordo.workflow.config_elements.schemas) BuildMetadata (class in gordo.machine.metadata.metadata)

C

cache_key (gordo.builder.build_model.ModelBuilder property) cached_model_path (gordo.builder.build_model.ModelBuilder property) calculate_cache_key() (gordo.builder.build_model.ModelBuilder method) Capabilities (class in gordo.workflow.config_elements.schemas) capabilities (gordo.workflow.config_elements.schemas.SecurityContext attribute) capture_args() (in module gordo.util.utils) check_cache() (gordo.builder.build_model.ModelBuilder static method) check_dim_func_len() (in module gordo.machine.model.factories.utils) check_metadata_file() (in module gordo.server.utils) child_exit() (in module gordo.server.prometheus.gunicorn_config) Config (class in gordo.server.server) configMapKeyRef (gordo.workflow.config_elements.schemas.EnvVarSource attribute) ConfigMapKeySelector (class in gordo.workflow.config_elements.schemas) convert() (gordo.cli.custom_types.HostIP method) (gordo.cli.custom_types.JSONParam method) (gordo.cli.custom_types.REParam method)

create_instance() (in module gordo.serializer.from_definition) create_keras_timeseriesgenerator() (in module gordo.machine.model.models) create_model_builder() (in module gordo.builder.utils) create_prometheus_metrics() (in module gordo.server.server) create_registry() (in module gordo.server.prometheus.metrics) cross_validate() (gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method) (gordo.machine.model.anomaly.diff.DiffBasedKFCVAnomalyDetector method) cross_validation (gordo.machine.metadata.metadata.ModelBuildMetadata attribute) CrossValidationMetaData (class in gordo.machine.metadata.metadata) csi (gordo.workflow.config_elements.schemas.Volume attribute) CSIVolumeSource (class in gordo.workflow.config_elements.schemas) current_time() (in module gordo.server.prometheus.metrics) cv_duration_sec (gordo.machine.metadata.metadata.CrossValidationMetaData attribute)

D

dataframe_from_dict() (in module gordo.server.utils) dataframe_from_parquet_bytes() (in module gordo.server.utils) dataframe_into_parquet_bytes() (in module gordo.server.utils) dataframe_to_dict() (in module gordo.server.utils) dataset (gordo.machine.loader.GlobalsConfig attribute) (gordo.machine.loader.MachineConfig attribute) (gordo.machine.loader.ModelConfig attribute) (gordo.machine.machine.Machine attribute) (gordo.machine.metadata.metadata.BuildMetadata attribute) (gordo.reporters.postgres.Machine attribute) dataset_meta (gordo.machine.metadata.metadata.DatasetBuildMetadata attribute) DatasetBuildMetadata (class in gordo.machine.metadata.metadata) db (gordo.reporters.postgres.PostgresReporter attribute)

default() (gordo.machine.encoders.MachineJSONEncoder method) DEFAULT_CONFIG_GLOBALS (gordo.workflow.config_elements.normalized_config.NormalizedConfig attribute) default_image_pull_policy() (in module gordo.workflow.workflow_generator.workflow_generator) delete_model_revision() (in module gordo.server.blueprints.base) delete_revision() (in module gordo.server.utils) delete_value() (in module gordo.util.disk_registry) determine_argo_version() (in module gordo.workflow.workflow_generator.helpers) DiffBasedAnomalyDetector (class in gordo.machine.model.anomaly.diff) DiffBasedKFCVAnomalyDetector (class in gordo.machine.model.anomaly.diff) DoesNotExist (gordo.reporters.postgres.Machine attribute) driver (gordo.workflow.config_elements.schemas.CSIVolumeSource attribute) drop (gordo.workflow.config_elements.schemas.Capabilities attribute) dump() (in module gordo.serializer.serializer) dumps() (in module gordo.serializer.serializer)

E

enable (gordo.workflow.config_elements.schemas.RemoteLogging attribute) enable_prometheus() (in module gordo.server.server) env (gordo.workflow.config_elements.schemas.PodRuntime attribute) EnvVar (class in gordo.workflow.config_elements.schemas) EnvVarSource (class in gordo.workflow.config_elements.schemas) epoch_now() (in module gordo.reporters.mlflow) evaluation (gordo.machine.loader.GlobalsConfig attribute) (gordo.machine.loader.MachineConfig attribute) (gordo.machine.loader.ModelConfig attribute)

exception_exit_code() (gordo.cli.exceptions_reporter.ExceptionsReporter method) ExceptionsReporter (class in gordo.cli.exceptions_reporter) EXIT_CODE (gordo.cli.exceptions_reporter.ReportLevel attribute) expand_model() (in module gordo.cli.cli) extra (gordo.workflow.config_elements.schemas.Model.Config attribute) extract_supported_fit_args() (gordo.machine.model.models.KerasBaseEstimator class method) extract_X_y() (in module gordo.server.utils)

F

factories (gordo.machine.model.register.register_model_builder attribute) feedforward_hourglass() (in module gordo.machine.model.factories.feedforward_autoencoder) feedforward_model() (in module gordo.machine.model.factories.feedforward_autoencoder) feedforward_symmetric() (in module gordo.machine.model.factories.feedforward_autoencoder) find() (gordo.util.version.Special class method) find_path_in_dict() (in module gordo.server.properties) fit() (gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method) (gordo.machine.model.models.KerasBaseEstimator method) (gordo.machine.model.models.KerasLSTMBaseEstimator method) (gordo.machine.model.transformers.imputer.InfImputer method) fix_resource_limits() (in module gordo.machine.validators) fix_runtime() (in module gordo.machine.validators) found_exception_item() (gordo.cli.exceptions_reporter.ExceptionsReporter method) from_config() (gordo.machine.machine.Machine class method) from_definition() (gordo.machine.model.models.KerasBaseEstimator class method) (in module gordo.serializer.from_definition)

from_dict() (gordo.machine.machine.Machine class method) (gordo.machine.metadata.metadata.BuildMetadata class method) (gordo.machine.metadata.metadata.CrossValidationMetaData class method) (gordo.machine.metadata.metadata.DatasetBuildMetadata class method) (gordo.machine.metadata.metadata.Metadata class method) (gordo.machine.metadata.metadata.ModelBuildMetadata class method) (gordo.reporters.base.BaseReporter class method) from_json() (gordo.machine.metadata.metadata.BuildMetadata class method) (gordo.machine.metadata.metadata.CrossValidationMetaData class method) (gordo.machine.metadata.metadata.DatasetBuildMetadata class method) (gordo.machine.metadata.metadata.Metadata class method) (gordo.machine.metadata.metadata.ModelBuildMetadata class method) fsGroup (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) fsGroupChangePolicy (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) fsType (gordo.workflow.config_elements.schemas.CSIVolumeSource attribute)

G

get() (in module gordo.server.blueprints.base) get_all_score_strings() (in module gordo.cli.cli) get_builder_exceptions_report_level() (in module gordo.cli.workflow_generator) get_by_name() (gordo.cli.exceptions_reporter.ReportLevel class method) get_default_globals() (gordo.workflow.config_elements.normalized_config.NormalizedConfig class method) get_dict_from_yaml() (in module gordo.workflow.workflow_generator.workflow_generator) get_download_model() (in module gordo.server.blueprints.base) get_frequency() (in module gordo.server.properties) get_kwargs_from_secret() (in module gordo.reporters.mlflow) get_machine_log_items() (in module gordo.reporters.mlflow) get_metadata() (gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method) (gordo.machine.model.anomaly.diff.DiffBasedKFCVAnomalyDetector method) (gordo.machine.model.base.GordoBase method) (gordo.machine.model.models.KerasBaseEstimator method) (gordo.machine.model.models.KerasLSTMBaseEstimator method) (in module gordo.server.blueprints.base) get_mlflow_client() (in module gordo.reporters.mlflow) get_model_list() (in module gordo.server.blueprints.base) get_model_output() (in module gordo.server.model_io) get_n_features() (gordo.machine.model.models.KerasBaseEstimator static method) get_n_features_out() (gordo.machine.model.models.KerasBaseEstimator static method) get_names() (gordo.cli.exceptions_reporter.ReportLevel class method) get_normalize_additional_fields() (in module gordo.server.properties) get_params() (gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method) (gordo.machine.model.anomaly.diff.DiffBasedKFCVAnomalyDetector method) (gordo.machine.model.base.GordoBase method) (gordo.machine.model.models.KerasBaseEstimator method) (gordo.machine.model.transformers.imputer.InfImputer method) (gordo.reporters.base.BaseReporter method) get_revision_list() (in module gordo.server.blueprints.base) get_run_id() (in module gordo.reporters.mlflow) get_spauth_kwargs() (in module gordo.reporters.mlflow) get_tags() (in module gordo.server.properties) get_target_tags() (in module gordo.server.properties) get_value() (in module gordo.util.disk_registry) get_version() (gordo.util.version.GordoPR method) (gordo.util.version.GordoRelease method) (gordo.util.version.GordoSHA method) (gordo.util.version.GordoSpecial method) (gordo.util.version.Version method) get_workspace_kwargs() (in module gordo.reporters.mlflow) GlobalsConfig (class in gordo.machine.loader) gmsaCredentialSpec (gordo.workflow.config_elements.schemas.WindowsSecurityContextOptions attribute) gmsaCredentialSpecName (gordo.workflow.config_elements.schemas.WindowsSecurityContextOptions attribute) gordo command line option --log-level --version gordo-build command line option --exceptions-report-level --exceptions-reporter-file --model-builder-class --model-parameter --model-register-dir --print-cv-scores MACHINE_CONFIG OUTPUT_DIR gordo-run-server command line option --host --log-level --port --server-app --threads --with-prometheus-config --worker-class --worker-connections --workers gordo-workflow-generate command line option --argo-binary --custom-model-builder-envs --default-data-provider --docker-registry --docker-repository --gordo-server-liveness-initial-delay --gordo-server-probe-timeout --gordo-server-readiness-initial-delay --gordo-server-threads --gordo-server-workers --gordo-version --image-pull-policy --keda-prometheus-metric-name --keda-prometheus-query --keda-prometheus-threshold --machine-config --ml-server-hpa-type --model-builder-class --model-builder-labels --n-servers --namespace --output-file --owner-references --pod-security-context --project-name --project-revision --prometheus-metrics-server-workers --prometheus-server-address --resources-labels --retry-backoff-duration --retry-backoff-factor --security-context --server-labels --server-target-cpu-utilization-percentage --server-termination-grace-period --split-workflows --with-keda --without-prometheus --workflow-template

gordo.builder.build_model module gordo.builder.local_build module gordo.builder.utils module gordo.cli.cli module gordo.cli.custom_types module gordo.cli.exceptions_reporter module gordo.cli.workflow_generator module gordo.machine.constants module gordo.machine.encoders module gordo.machine.loader module gordo.machine.machine module gordo.machine.metadata.metadata module gordo.machine.model.anomaly.base module gordo.machine.model.anomaly.diff module gordo.machine.model.base module gordo.machine.model.factories.feedforward_autoencoder module gordo.machine.model.factories.lstm_autoencoder module gordo.machine.model.factories.utils module gordo.machine.model.models module gordo.machine.model.register module gordo.machine.model.transformer_funcs.general module gordo.machine.model.transformers.imputer module gordo.machine.model.utils module gordo.machine.validators module gordo.reporters.base module gordo.reporters.exceptions module gordo.reporters.mlflow module gordo.reporters.postgres module gordo.serializer.from_definition module gordo.serializer.into_definition module gordo.serializer.serializer module gordo.serializer.utils module gordo.server.blueprints.anomaly module gordo.server.blueprints.base module gordo.server.model_io module gordo.server.prometheus.gunicorn_config module gordo.server.prometheus.metrics module gordo.server.prometheus.server module gordo.server.properties module gordo.server.server module gordo.server.utils module gordo.util.disk_registry module gordo.util.text module gordo.util.utils module gordo.util.version module gordo.utils module gordo.workflow.config_elements.normalized_config module gordo.workflow.config_elements.schemas module gordo.workflow.workflow_generator.helpers module gordo.workflow.workflow_generator.workflow_generator module gordo_version (gordo.builder.build_model.ModelBuilder property) GordoBase (class in gordo.machine.model.base) GordoPR (class in gordo.util.version) GordoRelease (class in gordo.util.version) GordoServerPrometheusMetrics (class in gordo.server.prometheus.metrics) GordoSHA (class in gordo.util.version) GordoSpecial (class in gordo.util.version)

H

host (gordo.machine.machine.Machine attribute)

HostIP (class in gordo.cli.custom_types) hourglass_calc_dims() (in module gordo.machine.model.factories.utils)

I

image (gordo.workflow.config_elements.schemas.PodRuntime attribute) InfImputer (class in gordo.machine.model.transformers.imputer) init_labels() (gordo.server.prometheus.metrics.GordoServerPrometheusMetrics method)

into_definition() (gordo.machine.model.models.KerasBaseEstimator method) (in module gordo.serializer.into_definition) is_tuple_type() (in module gordo.serializer.utils)

J

join_json_paths() (in module gordo.utils)

JSONParam (class in gordo.cli.custom_types)

K

KerasAutoEncoder (class in gordo.machine.model.models) KerasBaseEstimator (class in gordo.machine.model.models) KerasLSTMAutoEncoder (class in gordo.machine.model.models) KerasLSTMBaseEstimator (class in gordo.machine.model.models) KerasLSTMForecast (class in gordo.machine.model.models) KerasRawModelRegressor (class in gordo.machine.model.models)

key (gordo.workflow.config_elements.schemas.ConfigMapKeySelector attribute) (gordo.workflow.config_elements.schemas.SecretKeySelector attribute) key_value_par() (in module gordo.cli.custom_types) kwargs (gordo.machine.model.models.KerasLSTMAutoEncoder attribute) (gordo.machine.model.models.KerasLSTMBaseEstimator attribute) (gordo.machine.model.models.KerasLSTMForecast attribute) (gordo.machine.model.models.KerasRawModelRegressor attribute)

L

labels (gordo.workflow.config_elements.schemas.ObjectMeta attribute) LATEST (gordo.util.version.Special attribute) level (gordo.workflow.config_elements.schemas.SELinuxOptions attribute) limits (gordo.workflow.config_elements.schemas.ResourceRequirements attribute) load() (in module gordo.serializer.serializer) load_build_dataset_metadata() (in module gordo.server.properties) load_definition_from_params() (in module gordo.serializer.into_definition) load_globals_config() (in module gordo.machine.loader) load_info() (in module gordo.serializer.serializer) (in module gordo.server.utils) load_kind() (gordo.machine.model.models.KerasBaseEstimator method) (gordo.machine.model.models.KerasRawModelRegressor method) load_machine_config() (in module gordo.machine.loader) load_metadata() (in module gordo.serializer.serializer) (in module gordo.server.utils)

load_model() (in module gordo.server.utils) load_model_config() (in module gordo.machine.loader) load_params_from_definition() (in module gordo.serializer.from_definition) load_workflow_template() (in module gordo.workflow.workflow_generator.workflow_generator) loads() (in module gordo.serializer.serializer) local_build() (in module gordo.builder.local_build) localhostProfile (gordo.workflow.config_elements.schemas.SeccompProfile attribute) log_machine() (in module gordo.reporters.mlflow) logger (in module gordo.util.disk_registry) lookahead (gordo.machine.model.models.KerasLSTMAutoEncoder property) (gordo.machine.model.models.KerasLSTMBaseEstimator property) (gordo.machine.model.models.KerasLSTMForecast property) lstm_hourglass() (in module gordo.machine.model.factories.lstm_autoencoder) lstm_model() (in module gordo.machine.model.factories.lstm_autoencoder) lstm_symmetric() (in module gordo.machine.model.factories.lstm_autoencoder)

M

Machine (class in gordo.machine.machine) (class in gordo.reporters.postgres) MACHINE_CONFIG gordo-build command line option MachineConfig (class in gordo.machine.loader) MachineConfigException MachineJSONEncoder (class in gordo.machine.encoders) MachineSafeDumper (class in gordo.machine.encoders) main_label_values() (gordo.server.prometheus.metrics.GordoServerPrometheusMetrics static method) main_labels (gordo.server.prometheus.metrics.GordoServerPrometheusMetrics attribute) major (gordo.util.version.GordoRelease attribute) make_base_dataframe() (in module gordo.machine.model.utils) MESSAGE (gordo.cli.exceptions_reporter.ReportLevel attribute) Metadata (class in gordo.machine.metadata.metadata) metadata (gordo.machine.loader.GlobalsConfig attribute) (gordo.machine.loader.MachineConfig attribute) (gordo.machine.loader.ModelConfig attribute) (gordo.machine.machine.Machine attribute) (gordo.reporters.postgres.Machine attribute) (gordo.workflow.config_elements.schemas.PodRuntime attribute) metadata_path() (in module gordo.serializer.serializer) metadata_required() (in module gordo.server.utils) metric_wrapper() (in module gordo.machine.model.utils) metrics_from_list() (gordo.builder.build_model.ModelBuilder static method) minor (gordo.util.version.GordoRelease attribute) mlflow_context() (in module gordo.reporters.mlflow) MlflowLoggingError MlFlowReporter (class in gordo.reporters.mlflow) Model (class in gordo.workflow.config_elements.schemas) model (gordo.machine.loader.GlobalsConfig attribute) (gordo.machine.loader.MachineConfig attribute) (gordo.machine.loader.ModelConfig attribute) (gordo.machine.machine.Machine attribute) (gordo.machine.metadata.metadata.BuildMetadata attribute) (gordo.reporters.postgres.Machine attribute) Model.Config (class in gordo.workflow.config_elements.schemas) model_builder_version (gordo.machine.metadata.metadata.ModelBuildMetadata attribute) model_creation_date (gordo.machine.metadata.metadata.ModelBuildMetadata attribute) model_meta (gordo.machine.metadata.metadata.ModelBuildMetadata attribute) model_offset (gordo.machine.metadata.metadata.ModelBuildMetadata attribute) model_required() (in module gordo.server.utils) model_training_duration_sec (gordo.machine.metadata.metadata.ModelBuildMetadata attribute) ModelBuilder (class in gordo.builder.build_model) ModelBuildMetadata (class in gordo.machine.metadata.metadata) ModelConfig (class in gordo.machine.loader) module gordo.builder.build_model gordo.builder.local_build gordo.builder.utils gordo.cli.cli gordo.cli.custom_types gordo.cli.exceptions_reporter gordo.cli.workflow_generator gordo.machine.constants gordo.machine.encoders gordo.machine.loader gordo.machine.machine gordo.machine.metadata.metadata gordo.machine.model.anomaly.base gordo.machine.model.anomaly.diff gordo.machine.model.base gordo.machine.model.factories.feedforward_autoencoder gordo.machine.model.factories.lstm_autoencoder gordo.machine.model.factories.utils gordo.machine.model.models gordo.machine.model.register gordo.machine.model.transformer_funcs.general gordo.machine.model.transformers.imputer gordo.machine.model.utils gordo.machine.validators gordo.reporters.base gordo.reporters.exceptions gordo.reporters.mlflow gordo.reporters.postgres gordo.serializer.from_definition gordo.serializer.into_definition gordo.serializer.serializer gordo.serializer.utils gordo.server.blueprints.anomaly gordo.server.blueprints.base gordo.server.model_io gordo.server.prometheus.gunicorn_config gordo.server.prometheus.metrics gordo.server.prometheus.server gordo.server.properties gordo.server.server gordo.server.utils gordo.util.disk_registry gordo.util.text gordo.util.utils gordo.util.version gordo.utils gordo.workflow.config_elements.normalized_config gordo.workflow.config_elements.schemas gordo.workflow.workflow_generator.helpers gordo.workflow.workflow_generator.workflow_generator

mountPath (gordo.workflow.config_elements.schemas.VolumeMount attribute) multiline_str (class in gordo.machine.encoders) multiply_by() (in module gordo.machine.model.transformer_funcs.general)

N

name (gordo.cli.custom_types.HostIP attribute) (gordo.cli.custom_types.JSONParam attribute) (gordo.cli.custom_types.REParam attribute) (gordo.machine.loader.MachineConfig attribute) (gordo.machine.loader.ModelConfig attribute) (gordo.machine.machine.Machine attribute) (gordo.reporters.postgres.Machine attribute) (gordo.workflow.config_elements.schemas.EnvVar attribute) (gordo.workflow.config_elements.schemas.SecretKeySelector attribute) (gordo.workflow.config_elements.schemas.Sysctl attribute) (gordo.workflow.config_elements.schemas.Volume attribute) (gordo.workflow.config_elements.schemas.VolumeMount attribute)

normalize_sensor_tags() (gordo.machine.machine.Machine method) (in module gordo.utils) NormalizedConfig (class in gordo.workflow.config_elements.normalized_config) number (gordo.util.version.GordoPR attribute)

O

ObjectMeta (class in gordo.workflow.config_elements.schemas) only_major() (gordo.util.version.GordoRelease method)

only_major_minor() (gordo.util.version.GordoRelease method) OUTPUT_DIR gordo-build command line option

P

parse_argo_version() (in module gordo.workflow.workflow_generator.helpers) parse_iso_datetime() (in module gordo.server.utils) parse_module_path() (gordo.machine.model.models.KerasBaseEstimator static method) parse_version() (in module gordo.util.version) patch (gordo.util.version.GordoRelease attribute) patch_dict() (in module gordo.workflow.workflow_generator.helpers) PodRuntime (class in gordo.workflow.config_elements.schemas) PodSecurityContext (class in gordo.workflow.config_elements.schemas) post_anomaly_prediction() (in module gordo.server.blueprints.anomaly) post_prediction() (in module gordo.server.blueprints.base) PostgresReporter (class in gordo.reporters.postgres) PostgresReporterException predict() (gordo.machine.model.models.KerasBaseEstimator method) (gordo.machine.model.models.KerasLSTMBaseEstimator method)

prefix (gordo.server.prometheus.metrics.GordoServerPrometheusMetrics attribute) prepare_app() (gordo.server.prometheus.metrics.GordoServerPrometheusMetrics method) prepare_argo_version() (in module gordo.cli.workflow_generator) prepare_evaluation() (gordo.machine.machine.Machine static method) prepare_keda_prometheus_query() (in module gordo.cli.workflow_generator) prepare_patched_globals() (gordo.workflow.config_elements.normalized_config.NormalizedConfig class method) prepare_resources_labels() (in module gordo.cli.workflow_generator) prepare_runtime() (gordo.workflow.config_elements.normalized_config.NormalizedConfig static method) privileged (gordo.workflow.config_elements.schemas.SecurityContext attribute) procMount (gordo.workflow.config_elements.schemas.SecurityContext attribute) project_name (gordo.machine.loader.ModelConfig attribute) (gordo.machine.machine.Machine attribute)

Q

query_duration_sec (gordo.machine.metadata.metadata.DatasetBuildMetadata attribute)

R

readOnly (gordo.workflow.config_elements.schemas.CSIVolumeSource attribute) (gordo.workflow.config_elements.schemas.VolumeMount attribute) readOnlyRootFilesystem (gordo.workflow.config_elements.schemas.SecurityContext attribute) register_model_builder (class in gordo.machine.model.register) remote_logging (gordo.workflow.config_elements.schemas.BuilderPodRuntime attribute) RemoteLogging (class in gordo.workflow.config_elements.schemas) REParam (class in gordo.cli.custom_types) replace_all_non_ascii_chars() (in module gordo.util.text) report() (gordo.cli.exceptions_reporter.ExceptionsReporter method) (gordo.machine.machine.Machine method) (gordo.reporters.base.BaseReporter method) (gordo.reporters.mlflow.MlFlowReporter method) (gordo.reporters.postgres.PostgresReporter method) ReporterException ReportLevel (class in gordo.cli.exceptions_reporter) request_label_values() (gordo.server.prometheus.metrics.GordoServerPrometheusMetrics method)

requests (gordo.workflow.config_elements.schemas.ResourceRequirements attribute) ResourceRequirements (class in gordo.workflow.config_elements.schemas) resources (gordo.workflow.config_elements.schemas.PodRuntime attribute) role (gordo.workflow.config_elements.schemas.SELinuxOptions attribute) run_cmd() (in module gordo.server.server) run_server() (in module gordo.server.server) runAsGroup (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) (gordo.workflow.config_elements.schemas.SecurityContext attribute) runAsNonRoot (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) (gordo.workflow.config_elements.schemas.SecurityContext attribute) runAsUser (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) (gordo.workflow.config_elements.schemas.SecurityContext attribute) runAsUserName (gordo.workflow.config_elements.schemas.WindowsSecurityContextOptions attribute) runtime (gordo.machine.loader.GlobalsConfig attribute) (gordo.machine.loader.MachineConfig attribute) (gordo.machine.loader.ModelConfig attribute) (gordo.machine.machine.Machine attribute)

S

safe_report() (gordo.cli.exceptions_reporter.ExceptionsReporter method) schema() (gordo.machine.metadata.metadata.BuildMetadata class method) (gordo.machine.metadata.metadata.CrossValidationMetaData class method) (gordo.machine.metadata.metadata.DatasetBuildMetadata class method) (gordo.machine.metadata.metadata.Metadata class method) (gordo.machine.metadata.metadata.ModelBuildMetadata class method) score() (gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method) (gordo.machine.model.base.GordoBase method) (gordo.machine.model.models.KerasAutoEncoder method) (gordo.machine.model.models.KerasLSTMBaseEstimator method) scores (gordo.machine.metadata.metadata.CrossValidationMetaData attribute) SeccompProfile (class in gordo.workflow.config_elements.schemas) seccompProfile (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) (gordo.workflow.config_elements.schemas.SecurityContext attribute) secretKeyRef (gordo.workflow.config_elements.schemas.EnvVarSource attribute) SecretKeySelector (class in gordo.workflow.config_elements.schemas) SecurityContext (class in gordo.workflow.config_elements.schemas) SELinuxOptions (class in gordo.workflow.config_elements.schemas) seLinuxOptions (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) (gordo.workflow.config_elements.schemas.SecurityContext attribute) set_score_request() (gordo.machine.model.anomaly.base.AnomalyDetectorBase method) (gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method) (gordo.machine.model.anomaly.diff.DiffBasedKFCVAnomalyDetector method) (gordo.machine.model.models.KerasAutoEncoder method) (gordo.machine.model.models.KerasBaseEstimator method) (gordo.machine.model.models.KerasLSTMAutoEncoder method) (gordo.machine.model.models.KerasLSTMBaseEstimator method) (gordo.machine.model.models.KerasLSTMForecast method) (gordo.machine.model.models.KerasRawModelRegressor method)

set_seed() (gordo.builder.build_model.ModelBuilder method) sha (gordo.util.version.GordoSHA attribute) sk_params (gordo.machine.model.models.KerasBaseEstimator property) sort_exceptions() (gordo.cli.exceptions_reporter.ExceptionsReporter static method) Special (class in gordo.util.version) special (gordo.util.version.GordoSpecial attribute) SPLITED_DOCKER_IMAGES (gordo.workflow.config_elements.normalized_config.NormalizedConfig attribute) splits (gordo.machine.metadata.metadata.CrossValidationMetaData attribute) STABLE (gordo.util.version.Special attribute) suffix (gordo.util.version.GordoRelease attribute) supplementalGroups (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) supported_fit_args (gordo.machine.model.models.KerasBaseEstimator attribute) Sysctl (class in gordo.workflow.config_elements.schemas) sysctls (gordo.workflow.config_elements.schemas.PodSecurityContext attribute)

T

to_dict() (gordo.machine.machine.Machine method) (gordo.machine.metadata.metadata.BuildMetadata method) (gordo.machine.metadata.metadata.CrossValidationMetaData method) (gordo.machine.metadata.metadata.DatasetBuildMetadata method) (gordo.machine.metadata.metadata.Metadata method) (gordo.machine.metadata.metadata.ModelBuildMetadata method) (gordo.reporters.base.BaseReporter method) to_json() (gordo.machine.machine.Machine method) (gordo.machine.metadata.metadata.BuildMetadata method) (gordo.machine.metadata.metadata.CrossValidationMetaData method) (gordo.machine.metadata.metadata.DatasetBuildMetadata method) (gordo.machine.metadata.metadata.Metadata method) (gordo.machine.metadata.metadata.ModelBuildMetadata method)

to_status_code() (in module gordo.server.prometheus.metrics) to_yaml() (gordo.machine.machine.Machine method) TRACEBACK (gordo.cli.exceptions_reporter.ReportLevel attribute) transform() (gordo.machine.model.transformers.imputer.InfImputer method) trim_formatted_traceback() (gordo.cli.exceptions_reporter.ExceptionsReporter static method) trim_message() (gordo.cli.exceptions_reporter.ExceptionsReporter static method) TYPE (gordo.cli.exceptions_reporter.ReportLevel attribute) type (gordo.workflow.config_elements.schemas.SeccompProfile attribute) (gordo.workflow.config_elements.schemas.SELinuxOptions attribute)

U

UNIFIED_DOCKER_IMAGES (gordo.workflow.config_elements.normalized_config.NormalizedConfig attribute) UNIFYING_GORDO_VERSION (gordo.workflow.config_elements.normalized_config.NormalizedConfig attribute)

url_rule_to_str() (in module gordo.server.prometheus.metrics) user (gordo.workflow.config_elements.schemas.SELinuxOptions attribute) user_defined (gordo.machine.metadata.metadata.Metadata attribute)

V

valid_url_string() (gordo.machine.validators.ValidUrlString static method) validate_generate_context() (in module gordo.cli.workflow_generator) validate_gordo_name() (in module gordo.server.utils) validate_revision() (in module gordo.server.utils) ValidDataProvider (class in gordo.machine.validators) ValidDataset (class in gordo.machine.validators) ValidDatasetKwargs (class in gordo.machine.validators) ValidDatetime (class in gordo.machine.validators) ValidMachineRuntime (class in gordo.machine.validators) ValidMetadata (class in gordo.machine.validators) ValidModel (class in gordo.machine.validators)

ValidTagList (class in gordo.machine.validators) ValidUrlString (class in gordo.machine.validators) value (gordo.workflow.config_elements.schemas.ConfigMapKeySelector attribute) (gordo.workflow.config_elements.schemas.EnvVar attribute) (gordo.workflow.config_elements.schemas.Sysctl attribute) valueFrom (gordo.workflow.config_elements.schemas.EnvVar attribute) Version (class in gordo.util.version) Volume (class in gordo.workflow.config_elements.schemas) volumeAttributes (gordo.workflow.config_elements.schemas.CSIVolumeSource attribute) VolumeMount (class in gordo.workflow.config_elements.schemas) volumeMounts (gordo.workflow.config_elements.schemas.PodRuntime attribute)

W

windowsOptions (gordo.workflow.config_elements.schemas.PodSecurityContext attribute) (gordo.workflow.config_elements.schemas.SecurityContext attribute)

WindowsSecurityContextOptions (class in gordo.workflow.config_elements.schemas) without_patch() (gordo.util.version.GordoRelease method) write_key() (in module gordo.util.disk_registry)

Y

yaml_filter() (in module gordo.workflow.workflow_generator.workflow_generator)

yaml_representers (gordo.machine.encoders.MachineSafeDumper attribute)