Index

A

add_plate() (hyperstream.workflow.plate_manager.PlateManager method) add_time_interval() (hyperstream.models.time_interval.TimeRangeListModel method) (hyperstream.models.workflow.WorkflowStatusModel method) add_workflow() (hyperstream.workflow.workflow_manager.WorkflowManager method) AggregateTool (class in hyperstream.tool) ancestor_meta_data_ids (hyperstream.workflow.plate.Plate attribute) ancestor_plate_ids (hyperstream.workflow.plate.Plate attribute)

ancestor_plates (hyperstream.workflow.plate.Plate attribute) any_set() (in module hyperstream.itertools2.itertools2) append() (hyperstream.stream.stream_collections.StreamInstanceCollection method) as_dict() (hyperstream.stream.stream_id.StreamId method) (hyperstream.stream.stream_instance.StreamInstance method) as_list() (hyperstream.stream.stream_instance.StreamInstance method) as_raw() (hyperstream.stream.stream_id.StreamId method)

B

BaseChannel (class in hyperstream.channels.base_channel)

C

calculated_intervals (hyperstream.models.stream.StreamStatusModel attribute) (hyperstream.models.workflow.WorkflowStatusModel attribute) (hyperstream.stream.stream.DatabaseStream attribute) (hyperstream.stream.stream.Stream attribute) cartesian_product() (hyperstream.workflow.workflow.Workflow method) channel_id (hyperstream.models.node.NodeDefinitionModel attribute) (hyperstream.models.stream.StreamDefinitionModel attribute) ChannelAlreadyExistsError ChannelManager (class in hyperstream.channel_manager) ChannelNotFoundError check_calculation_times() (hyperstream.channels.memory_channel.MemoryChannel method) check_input_stream_count() (in module hyperstream.tool) check_multi_output_plate_compatibility() (hyperstream.workflow.workflow.Workflow static method) check_output_format() (in module hyperstream.utils.decorators) check_plate_compatibility() (hyperstream.workflow.workflow.Workflow static method) check_tool_defined() (in module hyperstream.utils.decorators) clear_all() (hyperstream.channels.memory_channel.MemoryChannel method) clear_stream() (hyperstream.channels.memory_channel.MemoryChannel method) Client (class in hyperstream.client) client (hyperstream.client.Client attribute)

combine_plate_values() (hyperstream.workflow.node.Node static method) commit_all() (hyperstream.workflow.workflow_manager.WorkflowManager method) commit_workflow() (hyperstream.workflow.workflow_manager.WorkflowManager method) complement (hyperstream.models.plate.PlateDefinitionModel attribute) (hyperstream.models.plate.PlateModel attribute) component() (hyperstream.stream.stream_view.StreamView method) component_filter() (hyperstream.stream.stream_view.StreamView method) compress() (hyperstream.time_interval.TimeIntervals method) connect() (hyperstream.client.Client method) count() (in module hyperstream.itertools2.itertools2) create_factor() (hyperstream.workflow.workflow.Workflow method) create_multi_output_factor() (hyperstream.workflow.workflow.Workflow method) create_node() (hyperstream.workflow.workflow.Workflow method) create_plate() (hyperstream.workflow.plate_manager.PlateManager method) create_stream() (hyperstream.channels.base_channel.BaseChannel method) (hyperstream.channels.database_channel.DatabaseChannel method) (hyperstream.channels.memory_channel.MemoryChannel method) (hyperstream.channels.memory_channel.ReadOnlyMemoryChannel method) create_workflow() (hyperstream.hyperstream.HyperStream method)

D

data_loader() (hyperstream.channels.file_channel.FileChannel method) (hyperstream.channels.module_channel.ModuleChannel method) database_channels (hyperstream.channel_manager.ChannelManager attribute) DatabaseChannel (class in hyperstream.channels.database_channel) DatabaseStream (class in hyperstream.stream.stream) datetime (hyperstream.models.stream.StreamInstanceModel attribute)

db (hyperstream.client.Client attribute) delete_nones() (hyperstream.stream.stream_view.StreamView method) delete_stream() (hyperstream.channels.memory_channel.MemoryChannel method) DEPTH (hyperstream.utils.utils.MetaDataTree attribute) description (hyperstream.models.plate.PlateDefinitionModel attribute) (hyperstream.models.workflow.WorkflowDefinitionModel attribute)

E

end (hyperstream.models.time_interval.TimeIntervalModel attribute) (hyperstream.time_interval.TimeInterval attribute) (hyperstream.time_interval.TimeIntervals attribute) execute() (hyperstream.online_engine.OnlineEngine method) (hyperstream.tool.MultiOutputTool method) (hyperstream.tool.Tool method) (hyperstream.workflow.factor.Factor method) (hyperstream.workflow.factor.MultiOutputFactor method) (hyperstream.workflow.workflow.Workflow method) execute_all() (hyperstream.workflow.workflow_manager.WorkflowManager method)

execute_tool() (hyperstream.channels.base_channel.BaseChannel method) extend() (hyperstream.stream.stream_collections.StreamInstanceCollection method)

F

Factor (class in hyperstream.workflow.factor) factor (hyperstream.workflow.node.Node attribute) FactorAlreadyExistsError FactorDefinitionError FactorDefinitionModel (class in hyperstream.models.factor) factors (hyperstream.models.workflow.WorkflowDefinitionModel attribute)

file_filter() (hyperstream.channels.file_channel.FileChannel method) (hyperstream.channels.module_channel.ModuleChannel method) FileChannel (class in hyperstream.channels.file_channel) FileDateTimeVersion (class in hyperstream.channels.file_channel) first() (hyperstream.stream.stream_view.StreamView method) FrozenKeyDict (class in hyperstream.utils.utils)

G

get_alignment_stream() (hyperstream.workflow.factor.Factor method) (hyperstream.workflow.factor.MultiOutputFactor method) get_channel() (hyperstream.channel_manager.ChannelManager method) get_config_value() (hyperstream.client.Client method) get_global_sources() (hyperstream.workflow.factor.Factor method) get_or_create_stream() (hyperstream.channels.base_channel.BaseChannel method) get_overlapping_plate_values() (hyperstream.workflow.workflow.Workflow method) get_parent_data() (hyperstream.workflow.plate_manager.PlateManager static method) get_parent_plate_value() (hyperstream.workflow.plate_manager.PlateManager method)

get_plate_values() (hyperstream.workflow.plate_manager.PlateManager method) get_results() (hyperstream.channels.base_channel.BaseChannel method) (hyperstream.channels.database_channel.DatabaseChannel method) (hyperstream.channels.file_channel.FileChannel method) (hyperstream.channels.memory_channel.MemoryChannel method) (hyperstream.channels.memory_channel.ReadOnlyMemoryChannel method) (hyperstream.channels.tool_channel.ToolChannel method) get_sources() (hyperstream.workflow.factor.Factor method) get_stream_writer() (hyperstream.channels.base_channel.BaseChannel method) (hyperstream.channels.database_channel.DatabaseChannel method) (hyperstream.channels.memory_channel.MemoryChannel method) (hyperstream.channels.memory_channel.ReadOnlyMemoryChannel method) get_timedelta() (in module hyperstream.utils.time_utils) get_tool() (hyperstream.channel_manager.ChannelManager method) get_tool_class() (hyperstream.channel_manager.ChannelManager method)

H

handle_exception() (in module hyperstream.utils.utils) Hashable (class in hyperstream.utils.utils) head() (hyperstream.stream.stream_view.StreamView method) HyperStream (class in hyperstream.hyperstream) hyperstream (module) hyperstream.channel_manager (module) hyperstream.channels (module) hyperstream.channels.base_channel (module) hyperstream.channels.database_channel (module) hyperstream.channels.file_channel (module) hyperstream.channels.memory_channel (module) hyperstream.channels.module_channel (module) hyperstream.channels.tool_channel (module) hyperstream.client (module) hyperstream.config (module) hyperstream.hyperstream (module) hyperstream.itertools2 (module) hyperstream.itertools2.itertools2 (module) hyperstream.models (module) hyperstream.models.factor (module) hyperstream.models.node (module) hyperstream.models.plate (module) hyperstream.models.stream (module) hyperstream.models.time_interval (module) hyperstream.models.tool (module) hyperstream.models.workflow (module) hyperstream.online_engine (module)

hyperstream.plugin_manager (module) hyperstream.stream (module) hyperstream.stream.stream (module) hyperstream.stream.stream_collections (module) hyperstream.stream.stream_id (module) hyperstream.stream.stream_instance (module) hyperstream.stream.stream_view (module) hyperstream.time_interval (module) hyperstream.tool (module) hyperstream.utils (module) hyperstream.utils.decorators (module) hyperstream.utils.errors (module) hyperstream.utils.time_utils (module) hyperstream.utils.utils (module) hyperstream.version (module) hyperstream.workflow (module) hyperstream.workflow.factor (module) hyperstream.workflow.node (module) hyperstream.workflow.plate (module) hyperstream.workflow.plate_manager (module) hyperstream.workflow.workflow (module) hyperstream.workflow.workflow_manager (module) HyperStreamConfig (class in hyperstream.config) HyperStreamLogger (class in hyperstream.utils.utils) HyperStreamQueryTests (class in tests.test_query) HyperStreamTimeIntervalTests (class in tests.test_time_interval)

I

id (hyperstream.models.plate.PlateDefinitionModel attribute) (hyperstream.models.stream.StreamDefinitionModel attribute) (hyperstream.models.stream.StreamInstanceModel attribute) (hyperstream.models.stream.StreamStatusModel attribute) (hyperstream.models.workflow.WorkflowDefinitionModel attribute) (hyperstream.models.workflow.WorkflowStatusModel attribute) IncompatiblePlatesError intersection() (hyperstream.workflow.node.Node method) is_empty (hyperstream.time_interval.TimeIntervals attribute) is_python (hyperstream.channels.file_channel.FileDateTimeVersion attribute) is_root (hyperstream.workflow.plate.Plate attribute)

items() (hyperstream.stream.stream_view.StreamView method) (hyperstream.utils.utils.TypedBiDict method) iteritems() (hyperstream.stream.stream_view.StreamView method) (hyperstream.utils.utils.TypedBiDict method) iterkeys() (hyperstream.utils.utils.TypedBiDict method) itertimestamps() (hyperstream.stream.stream_view.StreamView method) itervalues() (hyperstream.stream.stream_view.StreamView method) (hyperstream.utils.utils.TypedBiDict method)

K

keys() (hyperstream.utils.utils.TypedBiDict method)

L

last() (hyperstream.stream.stream_view.StreamView method) last_accessed (hyperstream.models.stream.StreamStatusModel attribute) (hyperstream.models.workflow.WorkflowStatusModel attribute) last_updated (hyperstream.models.stream.StreamStatusModel attribute) (hyperstream.models.workflow.WorkflowStatusModel attribute)

LinkageError load() (hyperstream.plugin_manager.Plugin method)

M

memory_channels (hyperstream.channel_manager.ChannelManager attribute) MemoryChannel (class in hyperstream.channels.memory_channel) message (hyperstream.utils.errors.FactorAlreadyExistsError attribute) (hyperstream.utils.errors.NodeAlreadyExistsError attribute) (hyperstream.utils.errors.PlateDefinitionError attribute) (hyperstream.utils.errors.PlateEmptyError attribute) (hyperstream.utils.errors.StreamNotAvailableError attribute) (hyperstream.utils.errors.ToolExecutionError attribute) message() (hyperstream.tool.MultiOutputTool method) (hyperstream.tool.Tool method) meta_data (hyperstream.models.stream.StreamIdField attribute)

meta_data_id (hyperstream.models.plate.PlateDefinitionModel attribute) (hyperstream.models.plate.PlateModel attribute) MetaDataTree (class in hyperstream.utils.utils) ModuleChannel (class in hyperstream.channels.module_channel) MultiOutputFactor (class in hyperstream.workflow.factor) MultiOutputTool (class in hyperstream.tool)

N

name (hyperstream.models.stream.StreamIdField attribute) (hyperstream.models.tool.ToolModel attribute) (hyperstream.models.workflow.WorkflowDefinitionModel attribute) (hyperstream.tool.MultiOutputTool attribute) (hyperstream.tool.Tool attribute) (hyperstream.utils.utils.Hashable attribute) Node (class in hyperstream.workflow.node) NodeAlreadyExistsError

NodeDefinitionModel (class in hyperstream.models.node) nodes (hyperstream.models.workflow.WorkflowDefinitionModel attribute) non_empty_streams (hyperstream.channels.memory_channel.MemoryChannel attribute)

O

objects (hyperstream.models.plate.PlateDefinitionModel attribute) (hyperstream.models.stream.StreamDefinitionModel attribute) (hyperstream.models.stream.StreamInstanceModel attribute) (hyperstream.models.stream.StreamStatusModel attribute) (hyperstream.models.workflow.WorkflowDefinitionModel attribute) (hyperstream.models.workflow.WorkflowStatusModel attribute) online_average() (in module hyperstream.itertools2.itertools2) online_product() (in module hyperstream.itertools2.itertools2) online_sum() (in module hyperstream.itertools2.itertools2)

online_variance() (in module hyperstream.itertools2.itertools2) OnlineEngine (class in hyperstream.online_engine) owner (hyperstream.models.workflow.WorkflowDefinitionModel attribute)

P

parameters (hyperstream.models.tool.ToolModel attribute) parent_node (hyperstream.stream.stream.Stream attribute) parent_plate (hyperstream.models.plate.PlateDefinitionModel attribute) parse_time_tuple() (in module hyperstream.time_interval) path (hyperstream.channels.file_channel.FileChannel attribute) Plate (class in hyperstream.workflow.plate) plate_id (hyperstream.models.plate.PlateDefinitionModel attribute) plate_ids (hyperstream.models.node.NodeDefinitionModel attribute) plate_values (hyperstream.workflow.node.Node attribute) PlateDefinitionError

PlateDefinitionModel (class in hyperstream.models.plate) PlateDefinitionModel.DoesNotExist PlateDefinitionModel.MultipleObjectsReturned PlateEmptyError PlateManager (class in hyperstream.workflow.plate_manager) PlateModel (class in hyperstream.models.plate) Plugin (class in hyperstream.plugin_manager) print_head() (hyperstream.workflow.node.Node method) Printable (class in hyperstream.utils.utils)

R

ReadOnlyMemoryChannel (class in hyperstream.channels.memory_channel) RelativeTimeInterval (class in hyperstream.time_interval)

requested_intervals (hyperstream.models.workflow.WorkflowStatusModel attribute) ROOT (hyperstream.utils.utils.MetaDataTree attribute)

S

sandbox (hyperstream.models.stream.StreamDefinitionModel attribute) save_definition() (hyperstream.stream.stream.DatabaseStream method) session (hyperstream.client.Client attribute) set_tool_reference() (hyperstream.stream.stream.Stream method) sink (hyperstream.models.factor.FactorDefinitionModel attribute) sources (hyperstream.models.factor.FactorDefinitionModel attribute) span (hyperstream.time_interval.TimeIntervals attribute) SphereConnectorTests (class in tests.test_sphere_connector) split() (hyperstream.time_interval.TimeIntervals method) start (hyperstream.models.time_interval.TimeIntervalModel attribute) (hyperstream.time_interval.TimeInterval attribute) (hyperstream.time_interval.TimeIntervals attribute) Stream (class in hyperstream.stream.stream) stream_id (hyperstream.models.stream.StreamDefinitionModel attribute) (hyperstream.models.stream.StreamInstanceModel attribute) (hyperstream.models.stream.StreamStatusModel attribute) (hyperstream.models.workflow.WorkflowStatusModel attribute) stream_name (hyperstream.models.node.NodeDefinitionModel attribute) stream_type (hyperstream.models.stream.StreamDefinitionModel attribute) (hyperstream.models.stream.StreamInstanceModel attribute) StreamAlreadyExistsError StreamDataNotAvailableError StreamDefinitionModel (class in hyperstream.models.stream)

StreamDefinitionModel.DoesNotExist StreamDefinitionModel.MultipleObjectsReturned StreamDict (class in hyperstream.stream.stream_collections) StreamId (class in hyperstream.stream.stream_id) StreamIdField (class in hyperstream.models.stream) StreamInstance (class in hyperstream.stream.stream_instance) StreamInstanceCollection (class in hyperstream.stream.stream_collections) StreamInstanceModel (class in hyperstream.models.stream) StreamInstanceModel.DoesNotExist StreamInstanceModel.MultipleObjectsReturned StreamMetaInstance (class in hyperstream.stream.stream_instance) StreamNotAvailableError StreamNotFoundError StreamStatusModel (class in hyperstream.models.stream) StreamStatusModel.DoesNotExist StreamStatusModel.MultipleObjectsReturned StreamView (class in hyperstream.stream.stream_view)

T

tail() (hyperstream.stream.stream_view.StreamView method) test_alignment_window_querying_average() (tests.test_query.HyperStreamQueryTests method) test_chained_query() (tests.test_query.HyperStreamQueryTests method) test_constructors() (tests.test_time_interval.HyperStreamTimeIntervalTests method) test_database_channel() (tests.test_query.HyperStreamQueryTests method) test_filtering() (tests.test_sphere_connector.SphereConnectorTests method) test_overlapping_plates() (tests.test_query.HyperStreamQueryTests method) test_relative_time_interval() (tests.test_time_interval.HyperStreamTimeIntervalTests method) test_simple_query() (tests.test_query.HyperStreamQueryTests method) test_simple_workflow() (tests.test_query.HyperStreamQueryTests method) test_time_interval() (tests.test_query.HyperStreamQueryTests method) (tests.test_time_interval.HyperStreamTimeIntervalTests method) test_tool_channel() (tests.test_tool_channel.TestToolChannel method) test_workflow_chain() (tests.test_query.HyperStreamQueryTests method) test_workflow_chain2() (tests.test_query.HyperStreamQueryTests method) tests (module) tests.helpers (module) tests.temp (module) tests.test_query (module) tests.test_sphere_connector (module) tests.test_time_interval (module)

tests.test_tool_channel (module) TestToolChannel (class in tests.test_tool_channel) TimeInterval (class in hyperstream.time_interval) TimeIntervalModel (class in hyperstream.models.time_interval) TimeIntervals (class in hyperstream.time_interval) timeit() (in module hyperstream.utils.decorators) TimeRangeListModel (class in hyperstream.models.time_interval) timestamps() (hyperstream.stream.stream_view.StreamView method) to_tuple() (hyperstream.time_interval.TimeInterval method) Tool (class in hyperstream.tool) tool (hyperstream.models.factor.FactorDefinitionModel attribute) tool_channels (hyperstream.channel_manager.ChannelManager attribute) ToolChannel (class in hyperstream.channels.tool_channel) ToolExecutionError ToolModel (class in hyperstream.models.tool) ToolNotFoundError touch() (in module hyperstream.utils.utils) tree_depth (hyperstream.utils.utils.MetaDataTree attribute) TypedBiDict (class in hyperstream.utils.utils) TypedFrozenKeyDict (class in hyperstream.utils.utils)

U

update_channels() (hyperstream.channel_manager.ChannelManager method) update_state() (hyperstream.channels.memory_channel.ReadOnlyMemoryChannel method) (hyperstream.channels.module_channel.ModuleChannel method) update_streams() (hyperstream.channels.base_channel.BaseChannel method) (hyperstream.channels.database_channel.DatabaseChannel method) (hyperstream.channels.file_channel.FileChannel method) (hyperstream.channels.memory_channel.MemoryChannel method) (hyperstream.channels.memory_channel.ReadOnlyMemoryChannel method)

update_time_intervals() (hyperstream.models.time_interval.TimeRangeListModel method) (hyperstream.models.workflow.WorkflowStatusModel method) utcnow() (in module hyperstream.utils.time_utils)

V

validate_types() (hyperstream.time_interval.RelativeTimeInterval method) (hyperstream.time_interval.TimeInterval method) value (hyperstream.models.stream.StreamInstanceModel attribute) values (hyperstream.models.plate.PlateDefinitionModel attribute) (hyperstream.models.plate.PlateModel attribute)

values() (hyperstream.stream.stream_view.StreamView method) (hyperstream.utils.utils.TypedBiDict method) version (hyperstream.models.tool.ToolModel attribute) versions (hyperstream.channels.module_channel.ModuleChannel attribute)

W

width (hyperstream.time_interval.TimeInterval attribute) WIDTH (hyperstream.utils.utils.MetaDataTree attribute) window() (hyperstream.stream.stream.Stream method) Workflow (class in hyperstream.workflow.workflow) workflow_id (hyperstream.models.workflow.WorkflowDefinitionModel attribute) WorkflowDefinitionModel (class in hyperstream.models.workflow) WorkflowDefinitionModel.DoesNotExist

WorkflowDefinitionModel.MultipleObjectsReturned WorkflowManager (class in hyperstream.workflow.workflow_manager) WorkflowStatusModel (class in hyperstream.models.workflow) WorkflowStatusModel.DoesNotExist WorkflowStatusModel.MultipleObjectsReturned writer (hyperstream.stream.stream.Stream attribute)

Z

ZIGZAG (hyperstream.utils.utils.MetaDataTree attribute)