Gordo
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Builder
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ML Server
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Gordo
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Symbols
--custom-model-builder-envs <custom_model_builder_envs>
gordo-workflow-generate command line option
--docker-registry <docker_registry>
gordo-workflow-generate command line option
--docker-repository <docker_repository>
gordo-workflow-generate command line option
--exceptions-report-level <exceptions_report_level>
gordo-build command line option
--exceptions-reporter-file <exceptions_reporter_file>
gordo-build command line option
--gordo-server-probe-timeout <gordo_server_probe_timeout>
gordo-workflow-generate command line option
--gordo-server-threads <gordo_server_threads>
gordo-workflow-generate command line option
--gordo-server-workers <gordo_server_workers>
gordo-workflow-generate command line option
--gordo-version <gordo_version>
gordo-workflow-generate command line option
--host <host>
gordo-run-server command line option
--image-pull-policy <image_pull_policy>
gordo-workflow-generate command line option
--keda-prometheus-metric-name <keda_prometheus_metric_name>
gordo-workflow-generate command line option
--keda-prometheus-query <keda_prometheus_query>
gordo-workflow-generate command line option
--keda-prometheus-threshold <keda_prometheus_threshold>
gordo-workflow-generate command line option
--log-level <log_level>
gordo command line option
gordo-run-server command line option
--machine-config <machine_config>
gordo-workflow-generate command line option
--ml-server-hpa-type <ml_server_hpa_type>
gordo-workflow-generate command line option
--model-parameter <model_parameter>
gordo-build command line option
--model-register-dir <model_register_dir>
gordo-build command line option
--n-servers <n_servers>
gordo-workflow-generate command line option
--namespace <namespace>
gordo-workflow-generate command line option
--output-file <output_file>
gordo-workflow-generate command line option
--owner-references <owner_references>
gordo-workflow-generate command line option
--port <port>
gordo-run-server command line option
--print-cv-scores
gordo-build command line option
--project-name <project_name>
gordo-workflow-generate command line option
--project-revision <project_revision>
gordo-workflow-generate command line option
--prometheus-metrics-server-workers <prometheus_metrics_server_workers>
gordo-workflow-generate command line option
--prometheus-server-address <prometheus_server_address>
gordo-workflow-generate command line option
--resources-labels <resources_labels>
gordo-workflow-generate command line option
--retry-backoff-duration <retry_backoff_duration>
gordo-workflow-generate command line option
--retry-backoff-factor <retry_backoff_factor>
gordo-workflow-generate command line option
--server-app <server_app>
gordo-run-server command line option
--server-target-cpu-utilization-percentage <server_target_cpu_utilization_percentage>
gordo-workflow-generate command line option
--server-termination-grace-period <server_termination_grace_period>
gordo-workflow-generate command line option
--split-workflows <split_workflows>
gordo-workflow-generate command line option
--threads <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 <worker_class>
gordo-run-server command line option
--worker-connections <worker_connections>
gordo-run-server command line option
--workers <workers>
gordo-run-server command line option
--workflow-template <workflow_template>
gordo-workflow-generate command line option
A
adapt_proxy_deployment() (in module gordo.server.server)
anomaly() (gordo.machine.model.anomaly.base.AnomalyDetectorBase method)
(gordo.machine.model.anomaly.diff.DiffBasedAnomalyDetector method)
AnomalyDetectorBase (class in gordo.machine.model.anomaly.base)
AnomalyView (class in gordo.server.views.anomaly)
B
BaseDescriptor (class in gordo.machine.validators)
BaseModelView (class in gordo.server.views.base)
build() (gordo.builder.build_model.ModelBuilder method)
build_app() (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)
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 static method)
capture_args() (in module gordo.util.utils)
check_cache() (gordo.builder.build_model.ModelBuilder method)
Config (class in gordo.server.server)
create_keras_timeseriesgenerator() (in module gordo.machine.model.models)
create_prometheus_metrics() (in module gordo.server.server)
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)
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.machine.Machine attribute)
(gordo.machine.metadata.metadata.BuildMetadata attribute)
dataset_meta (gordo.machine.metadata.metadata.DatasetBuildMetadata attribute)
DatasetBuildMetadata (class in gordo.machine.metadata.metadata)
default() (gordo.machine.machine.MachineEncoder 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_value() (in module gordo.util.disk_registry)
DiffBasedAnomalyDetector (class in gordo.machine.model.anomaly.diff)
DiffBasedKFCVAnomalyDetector (class in gordo.machine.model.anomaly.diff)
DownloadModel (class in gordo.server.views.base)
dump() (in module gordo.serializer.serializer)
dumps() (in module gordo.serializer.serializer)
E
enable_prometheus() (in module gordo.server.server)
endpoint (gordo.server.views.anomaly.AnomalyView attribute)
(gordo.server.views.base.BaseModelView attribute)
(gordo.server.views.base.DownloadModel attribute)
(gordo.server.views.base.ExpectedModels attribute)
(gordo.server.views.base.MetaDataView attribute)
(gordo.server.views.base.ModelListView attribute)
(gordo.server.views.base.RevisionListView attribute)
ExpectedModels (class in gordo.server.views.base)
extract_supported_fit_args() (gordo.machine.model.models.KerasBaseEstimator class method)
extract_X_y() (in module gordo.server.utils)
F
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_path_in_dict() (in module gordo.server.utils)
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)
frequency() (gordo.server.views.base.BaseModelView property)
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)
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)
G
get() (gordo.server.views.base.DownloadModel method)
(gordo.server.views.base.ExpectedModels method)
(gordo.server.views.base.MetaDataView method)
(gordo.server.views.base.ModelListView method)
(gordo.server.views.base.RevisionListView 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_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)
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_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)
get_value() (in module gordo.util.disk_registry)
gordo command line option
--log-level <log_level>
--version
gordo-build command line option
--exceptions-report-level <exceptions_report_level>
--exceptions-reporter-file <exceptions_reporter_file>
--model-parameter <model_parameter>
--model-register-dir <model_register_dir>
--print-cv-scores
MACHINE_CONFIG
OUTPUT_DIR
gordo-run-server command line option
--host <host>
--log-level <log_level>
--port <port>
--server-app <server_app>
--threads <threads>
--with-prometheus-config
--worker-class <worker_class>
--worker-connections <worker_connections>
--workers <workers>
gordo-workflow-generate command line option
--custom-model-builder-envs <custom_model_builder_envs>
--docker-registry <docker_registry>
--docker-repository <docker_repository>
--gordo-server-probe-timeout <gordo_server_probe_timeout>
--gordo-server-threads <gordo_server_threads>
--gordo-server-workers <gordo_server_workers>
--gordo-version <gordo_version>
--image-pull-policy <image_pull_policy>
--keda-prometheus-metric-name <keda_prometheus_metric_name>
--keda-prometheus-query <keda_prometheus_query>
--keda-prometheus-threshold <keda_prometheus_threshold>
--machine-config <machine_config>
--ml-server-hpa-type <ml_server_hpa_type>
--n-servers <n_servers>
--namespace <namespace>
--output-file <output_file>
--owner-references <owner_references>
--project-name <project_name>
--project-revision <project_revision>
--prometheus-metrics-server-workers <prometheus_metrics_server_workers>
--prometheus-server-address <prometheus_server_address>
--resources-labels <resources_labels>
--retry-backoff-duration <retry_backoff_duration>
--retry-backoff-factor <retry_backoff_factor>
--server-target-cpu-utilization-percentage <server_target_cpu_utilization_percentage>
--server-termination-grace-period <server_termination_grace_period>
--split-workflows <split_workflows>
--with-keda
--without-prometheus
--workflow-template <workflow_template>
gordo.builder.build_model (module)
gordo.builder.local_build (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.models (module)
gordo.machine.model.transformer_funcs.general (module)
gordo.machine.model.transformers.imputer (module)
gordo.machine.model.utils (module)
gordo.machine.validators (module)
gordo.serializer.from_definition (module)
gordo.serializer.into_definition (module)
gordo.serializer.serializer (module)
gordo.server.model_io (module)
gordo.server.server (module)
gordo.server.utils (module)
gordo.server.views (module)
gordo.server.views.anomaly (module)
gordo.server.views.base (module)
gordo.util.disk_registry (module)
gordo.util.utils (module)
gordo.workflow.config_elements.normalized_config (module)
gordo.workflow.workflow_generator.helpers (module)
gordo.workflow.workflow_generator.workflow_generator (module)
GordoBase (class in gordo.machine.model.base)
H
host (gordo.machine.machine.Machine attribute)
I
import_locate() (in module gordo.serializer.from_definition)
InfImputer (class in gordo.machine.model.transformers.imputer)
into_definition() (gordo.machine.model.models.KerasBaseEstimator method)
(in module gordo.serializer.into_definition)
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)
L
load() (in module gordo.serializer.serializer)
load_build_dataset_metadata() (gordo.server.views.base.BaseModelView static method)
load_definition_from_params() (in module gordo.serializer.into_definition)
load_kind() (gordo.machine.model.models.KerasBaseEstimator method)
(gordo.machine.model.models.KerasRawModelRegressor method)
load_metadata() (in module gordo.serializer.serializer)
(in module gordo.server.utils)
load_model (in module gordo.server.utils)
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)
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)
MACHINE_CONFIG
gordo-build command line option
MachineEncoder (class in gordo.machine.machine)
make_base_dataframe() (in module gordo.machine.model.utils)
mediatypes() (gordo.server.views.anomaly.AnomalyView method)
(gordo.server.views.base.BaseModelView method)
(gordo.server.views.base.DownloadModel method)
(gordo.server.views.base.ExpectedModels method)
(gordo.server.views.base.MetaDataView method)
(gordo.server.views.base.ModelListView method)
(gordo.server.views.base.RevisionListView method)
Metadata (class in gordo.machine.metadata.metadata)
metadata (gordo.machine.machine.Machine attribute)
metadata_required() (in module gordo.server.utils)
MetaDataView (class in gordo.server.views.base)
methods (gordo.server.views.anomaly.AnomalyView attribute)
(gordo.server.views.base.BaseModelView attribute)
(gordo.server.views.base.DownloadModel attribute)
(gordo.server.views.base.ExpectedModels attribute)
(gordo.server.views.base.MetaDataView attribute)
(gordo.server.views.base.ModelListView attribute)
(gordo.server.views.base.RevisionListView attribute)
metric_wrapper() (in module gordo.machine.model.utils)
metrics_from_list() (gordo.builder.build_model.ModelBuilder static method)
model (gordo.machine.machine.Machine attribute)
(gordo.machine.metadata.metadata.BuildMetadata attribute)
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)
ModelListView (class in gordo.server.views.base)
multiply_by() (in module gordo.machine.model.transformer_funcs.general)
N
name (gordo.machine.machine.Machine attribute)
normalize_sensor_tags() (gordo.machine.machine.Machine method)
NormalizedConfig (class in gordo.workflow.config_elements.normalized_config)
O
OUTPUT_DIR
gordo-build command line option
P
parse_iso_datetime() (in module gordo.server.utils)
parse_module_path() (gordo.machine.model.models.KerasBaseEstimator static method)
patch_dict() (in module gordo.workflow.workflow_generator.helpers)
post() (gordo.server.views.anomaly.AnomalyView method)
(gordo.server.views.base.BaseModelView method)
predict() (gordo.machine.model.models.KerasBaseEstimator method)
(gordo.machine.model.models.KerasLSTMBaseEstimator method)
prepare_patched_globals() (gordo.workflow.config_elements.normalized_config.NormalizedConfig class method)
prepare_runtime() (gordo.workflow.config_elements.normalized_config.NormalizedConfig static method)
project_name (gordo.machine.machine.Machine attribute)
Q
query_duration_sec (gordo.machine.metadata.metadata.DatasetBuildMetadata attribute)
R
report() (gordo.machine.machine.Machine method)
RevisionListView (class in gordo.server.views.base)
run_cmd() (in module gordo.server.server)
run_server() (in module gordo.server.server)
runtime (gordo.machine.machine.Machine attribute)
S
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)
set_seed() (gordo.builder.build_model.ModelBuilder method)
sk_params() (gordo.machine.model.models.KerasBaseEstimator property)
SPLITED_DOCKER_IMAGES (gordo.workflow.config_elements.normalized_config.NormalizedConfig attribute)
splits (gordo.machine.metadata.metadata.CrossValidationMetaData attribute)
supported_fit_args (gordo.machine.model.models.KerasBaseEstimator attribute)
T
tags() (gordo.server.views.base.BaseModelView property)
target_tags() (gordo.server.views.base.BaseModelView property)
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)
to_json() (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)
transform() (gordo.machine.model.transformers.imputer.InfImputer method)
U
UNIFIED_DOCKER_IMAGES (gordo.workflow.config_elements.normalized_config.NormalizedConfig attribute)
UNIFYING_GORDO_VERSION (gordo.workflow.config_elements.normalized_config.NormalizedConfig attribute)
user_defined (gordo.machine.metadata.metadata.Metadata attribute)
V
valid_url_string() (gordo.machine.validators.ValidUrlString static method)
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)
W
write_key() (in module gordo.util.disk_registry)
X
X (gordo.server.views.base.BaseModelView attribute)
Y
y (gordo.server.views.base.BaseModelView attribute)
yaml_filter() (in module gordo.workflow.workflow_generator.workflow_generator)
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