lsst.daf.butler¶
Changes¶
Using the Butler¶
This module provides an abstracted data access interface, known as the Butler. It can be used to read and write data without having to know the details of file formats or locations.
The Dimensions System¶
Concrete Storage Classes¶
Butler Command-Line Reference¶
Design and Development¶
lsst.daf.butler
is developed at https://github.com/lsst/daf_butler.
You can find Jira issues for this module under the daf_butler component.
Butler Command Line Interface Development¶
Python API reference¶
lsst.daf.butler Package¶
Functions¶
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Add a field and possibly a foreign key to a table specification. |
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Test whether a column tag is a timespan. |
Classes¶
Raised when a |
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Interface for data butler and factory for Butler instances. |
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Contains the configuration for a |
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Class representing a collection of |
Index of all known butler repositories. |
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Enumeration used to label different types of collections. |
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Split an iterable of ColumnTag objects by type. |
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A struct that aggregates information about column types that can differ across data repositories due to |
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Implements a datatype that is used by |
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Config representing a subset of a more general configuration. |
A validated data ID. |
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An abstract base class for homogeneous iterables of data IDs. |
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An interface for objects that represent the results of queries for data IDs. |
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Iterable supporting the full Sequence interface. |
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Iterable iteration that is set-like. |
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A |
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A combination class that maps directly to a database table or query. |
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An intermediate base class for |
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Database topological family implementation. |
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Class representing the membership of a dataset in a single collection. |
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An identifier for |
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Component of a dataset and associated information. |
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Flags representing the different states that a dataset can have in a Butler repository. |
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alias of |
Factory for dataset IDs (UUIDs). |
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Enum used to specify dataset ID generation options. |
An interface for objects that represent the results of queries for datasets. |
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Reference to a Dataset in a |
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A named category of Datasets. |
A |
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Datastore interface. |
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Proxy class that provides deferred loading of datasets from a butler. |
A dimension. |
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Element with extra information. |
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Configuration that defines a |
A label and/or metadata in the dimensions system. |
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An immutable, dependency-complete collection of dimensions. |
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An immutable, dependency-complete collection of dimensions. |
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An identifier for |
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Class for going from |
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Base class for the Python representation of database records. |
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An identifier for |
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Protocol for a callback that can be used to create a dimension record to add to a |
An interface for objects that represent the results of queries for dimension records. |
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A description of the columns in a dimension element's records. |
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A mutable set-like container specialized for |
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A table-like container for |
Class used to accumulate dimension records for serialization. |
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Self-consistent set of dimensions. |
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Exception raised when query methods return an empty result and |
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A struct that represents a dataset exported to a file. |
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Describes a particular file. |
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Interface for reading and writing Datasets. |
Factory for |
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Governor dimension. |
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Factory for efficiently instantiating Butler instances from the repository index file. |
A minimal butler interface that is sufficient to back |
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Identifies a location within the |
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Factory for |
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Representation of key that can be used to lookup information. |
Exception raised when an operation attempts to use a collection that does not exist. |
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Exception raised when a dataset type does not exist. |
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A lightweight implementation of |
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Dictionary wrapper for named keys. |
Custom mapping class. |
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Custom sets with named elements. |
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Mutable variant of |
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Custom mutable set class. |
Exception raised when a collection is needed, but collection argument is not provided and default collection is not defined in registry. |
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Public interface for reporting incremental progress in the butler and related tools. |
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Class representing a discrete unit of work. |
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An implementation of |
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A serializable struct for per-quantum provenance information and datastore records. |
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Interface for construction and execution of complex queries. |
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Abstract Registry interface. |
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Public interface for exporting a subset of a data repository. |
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Simplified model for serializing a |
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Simplified model of a |
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Simplified model of a |
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Simplified model of a |
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Simplified model for serializing a |
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Simplified model of a |
An object that represents results from a query for datasets with a single parent |
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Special dimension for sky pixelizations. |
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Class for hierarchical pixelization of the sky. |
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Class describing how a label maps to a particular Python type. |
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Configuration class for defining Storage Classes. |
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Delegate class for StorageClass components and parameters. |
Factory for |
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A half-open time interval with nanosecond precision. |
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A grouping of |
Representation of a logical table that can participate in overlap joins. |
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Enumeration of continuous-variable relationships for dimensions. |
Some sort of validation error has occurred. |
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A repository export implementation that saves to a YAML file. |
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A repository import implementation that reads from a YAML file. |
Class Inheritance Diagram¶
digraph inheritancea86004d702 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "AmbiguousDatasetError" [URL="../../../py-api/lsst.daf.butler.AmbiguousDatasetError.html#lsst.daf.butler.AmbiguousDatasetError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Raised when a `DatasetRef` is not resolved but should be."]; "BaseModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Usage docs: https://docs.pydantic.dev/2.5/concepts/models/"]; "Butler" [URL="../../../py-api/lsst.daf.butler.Butler.html#lsst.daf.butler.Butler",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for data butler and factory for Butler instances."]; "LimitedButler" -> "Butler" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ButlerConfig" [URL="../../../py-api/lsst.daf.butler.ButlerConfig.html#lsst.daf.butler.ButlerConfig",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Contains the configuration for a `Butler`."]; "Config" -> "ButlerConfig" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ButlerLogRecords" [URL="../../../py-api/lsst.daf.butler.logging.ButlerLogRecords.html#lsst.daf.butler.logging.ButlerLogRecords",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class representing a collection of `ButlerLogRecord`."]; "_ButlerLogRecords" -> "ButlerLogRecords" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ButlerRepoIndex" [URL="../../../py-api/lsst.daf.butler.ButlerRepoIndex.html#lsst.daf.butler.ButlerRepoIndex",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Index of all known butler repositories."]; "Collection" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Sized" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Iterable" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CollectionError" [URL="../../../py-api/lsst.daf.butler.registry.CollectionError.html#lsst.daf.butler.registry.CollectionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for collection-related errors."]; "RegistryError" -> "CollectionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CollectionType" [URL="../../../py-api/lsst.daf.butler.CollectionType.html#lsst.daf.butler.CollectionType",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Enumeration used to label different types of collections."]; "IntEnum" -> "CollectionType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ColumnCategorization" [URL="../../../py-api/lsst.daf.butler.ColumnCategorization.html#lsst.daf.butler.ColumnCategorization",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Split an iterable of ColumnTag objects by type."]; "ColumnTypeInfo" [URL="../../../py-api/lsst.daf.butler.ColumnTypeInfo.html#lsst.daf.butler.ColumnTypeInfo",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A struct that aggregates information about column types that can differ"]; "Config" [URL="../../../py-api/lsst.daf.butler.Config.html#lsst.daf.butler.Config",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Implements a datatype that is used by `Butler` for configuration."]; "MutableMapping" -> "Config" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ConfigSubset" [URL="../../../py-api/lsst.daf.butler.ConfigSubset.html#lsst.daf.butler.ConfigSubset",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Config representing a subset of a more general configuration."]; "Config" -> "ConfigSubset" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "DataCoordinate" [URL="../../../py-api/lsst.daf.butler.DataCoordinate.html#lsst.daf.butler.DataCoordinate",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A validated data ID."]; "NamedKeyMapping" -> "DataCoordinate" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataCoordinateIterable" [URL="../../../py-api/lsst.daf.butler.DataCoordinateIterable.html#lsst.daf.butler.DataCoordinateIterable",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract base class for homogeneous iterables of data IDs."]; "Iterable" -> "DataCoordinateIterable" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataCoordinateQueryResults" [URL="../../../py-api/lsst.daf.butler.DataCoordinateQueryResults.html#lsst.daf.butler.DataCoordinateQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for objects that represent the results of queries for"]; "Iterable" -> "DataCoordinateQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataCoordinateSequence" [URL="../../../py-api/lsst.daf.butler.DataCoordinateSequence.html#lsst.daf.butler.DataCoordinateSequence",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Iterable supporting the full Sequence interface."]; "_DataCoordinateCollectionBase" -> "DataCoordinateSequence" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Sequence" -> "DataCoordinateSequence" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataCoordinateSet" [URL="../../../py-api/lsst.daf.butler.DataCoordinateSet.html#lsst.daf.butler.DataCoordinateSet",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Iterable iteration that is set-like."]; "_DataCoordinateCollectionBase" -> "DataCoordinateSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseDimension" [URL="../../../py-api/lsst.daf.butler.DatabaseDimension.html#lsst.daf.butler.DatabaseDimension",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A `Dimension` class that maps directly to a database table or query."]; "Dimension" -> "DatabaseDimension" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseDimensionElement" -> "DatabaseDimension" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseDimensionCombination" [URL="../../../py-api/lsst.daf.butler.DatabaseDimensionCombination.html#lsst.daf.butler.DatabaseDimensionCombination",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A combination class that maps directly to a database table or query."]; "DimensionCombination" -> "DatabaseDimensionCombination" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseDimensionElement" -> "DatabaseDimensionCombination" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseDimensionElement" [URL="../../../py-api/lsst.daf.butler.DatabaseDimensionElement.html#lsst.daf.butler.DatabaseDimensionElement",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An intermediate base class for `DimensionElement` database classes."]; "DimensionElement" -> "DatabaseDimensionElement" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseTopologicalFamily" [URL="../../../py-api/lsst.daf.butler.DatabaseTopologicalFamily.html#lsst.daf.butler.DatabaseTopologicalFamily",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Database topological family implementation."]; "TopologicalFamily" -> "DatabaseTopologicalFamily" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetAssociation" [URL="../../../py-api/lsst.daf.butler.DatasetAssociation.html#lsst.daf.butler.DatasetAssociation",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class representing the membership of a dataset in a single collection."]; "DatasetColumnTag" [URL="../../../py-api/lsst.daf.butler.DatasetColumnTag.html#lsst.daf.butler.DatasetColumnTag",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An identifier for `~lsst.daf.relation.Relation` columns that represent"]; "_BaseColumnTag" -> "DatasetColumnTag" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetComponent" [URL="../../../py-api/lsst.daf.butler.DatasetComponent.html#lsst.daf.butler.DatasetComponent",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Component of a dataset and associated information."]; "DatasetExistence" [URL="../../../py-api/lsst.daf.butler.DatasetExistence.html#lsst.daf.butler.DatasetExistence",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Flags representing the different states that a dataset can have"]; "Flag" -> "DatasetExistence" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetIdFactory" [URL="../../../py-api/lsst.daf.butler.DatasetIdFactory.html#lsst.daf.butler.DatasetIdFactory",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Factory for dataset IDs (UUIDs)."]; "DatasetIdGenEnum" [URL="../../../py-api/lsst.daf.butler.DatasetIdGenEnum.html#lsst.daf.butler.DatasetIdGenEnum",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Enum used to specify dataset ID generation options."]; "Enum" -> "DatasetIdGenEnum" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetQueryResults" [URL="../../../py-api/lsst.daf.butler.DatasetQueryResults.html#lsst.daf.butler.DatasetQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for objects that represent the results of queries for"]; "Iterable" -> "DatasetQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetRef" [URL="../../../py-api/lsst.daf.butler.DatasetRef.html#lsst.daf.butler.DatasetRef",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Reference to a Dataset in a `Registry`."]; "DatasetType" [URL="../../../py-api/lsst.daf.butler.DatasetType.html#lsst.daf.butler.DatasetType",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A named category of Datasets."]; "DatasetTypeError" [URL="../../../py-api/lsst.daf.butler.registry.DatasetTypeError.html#lsst.daf.butler.registry.DatasetTypeError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for problems with dataset types."]; "RegistryError" -> "DatasetTypeError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetTypeNotSupportedError" [URL="../../../py-api/lsst.daf.butler.DatasetTypeNotSupportedError.html#lsst.daf.butler.DatasetTypeNotSupportedError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A `DatasetType` is not handled by this routine."]; "Datastore" [URL="../../../py-api/lsst.daf.butler.Datastore.html#lsst.daf.butler.Datastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Datastore interface."]; "DeferredDatasetHandle" [URL="../../../py-api/lsst.daf.butler.DeferredDatasetHandle.html#lsst.daf.butler.DeferredDatasetHandle",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Proxy class that provides deferred loading of datasets from a butler."]; "Dimension" [URL="../../../py-api/lsst.daf.butler.Dimension.html#lsst.daf.butler.Dimension",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A dimension."]; "DimensionElement" -> "Dimension" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionCombination" [URL="../../../py-api/lsst.daf.butler.DimensionCombination.html#lsst.daf.butler.DimensionCombination",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Element with extra information."]; "DimensionElement" -> "DimensionCombination" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionConfig" [URL="../../../py-api/lsst.daf.butler.DimensionConfig.html#lsst.daf.butler.DimensionConfig",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Configuration that defines a `DimensionUniverse`."]; "ConfigSubset" -> "DimensionConfig" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionElement" [URL="../../../py-api/lsst.daf.butler.DimensionElement.html#lsst.daf.butler.DimensionElement",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A label and/or metadata in the dimensions system."]; "TopologicalRelationshipEndpoint" -> "DimensionElement" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionGraph" [URL="../../../py-api/lsst.daf.butler.DimensionGraph.html#lsst.daf.butler.DimensionGraph",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An immutable, dependency-complete collection of dimensions."]; "DimensionGroup" [URL="../../../py-api/lsst.daf.butler.DimensionGroup.html#lsst.daf.butler.DimensionGroup",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An immutable, dependency-complete collection of dimensions."]; "DimensionKeyColumnTag" [URL="../../../py-api/lsst.daf.butler.DimensionKeyColumnTag.html#lsst.daf.butler.DimensionKeyColumnTag",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An identifier for `~lsst.daf.relation.Relation` columns that represent"]; "_BaseColumnTag" -> "DimensionKeyColumnTag" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionPacker" [URL="../../../py-api/lsst.daf.butler.DimensionPacker.html#lsst.daf.butler.DimensionPacker",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class for going from `DataCoordinate` to packed integer ID and back."]; "DimensionRecord" [URL="../../../py-api/lsst.daf.butler.DimensionRecord.html#lsst.daf.butler.DimensionRecord",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Base class for the Python representation of database records."]; "DimensionRecordColumnTag" [URL="../../../py-api/lsst.daf.butler.DimensionRecordColumnTag.html#lsst.daf.butler.DimensionRecordColumnTag",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An identifier for `~lsst.daf.relation.Relation` columns that represent"]; "_BaseColumnTag" -> "DimensionRecordColumnTag" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionRecordFactory" [URL="../../../py-api/lsst.daf.butler.DimensionRecordFactory.html#lsst.daf.butler.DimensionRecordFactory",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Protocol for a callback that can be used to create a dimension record"]; "Protocol" -> "DimensionRecordFactory" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionRecordQueryResults" [URL="../../../py-api/lsst.daf.butler.DimensionRecordQueryResults.html#lsst.daf.butler.DimensionRecordQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for objects that represent the results of queries for"]; "Iterable" -> "DimensionRecordQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionRecordSchema" [URL="../../../py-api/lsst.daf.butler.DimensionRecordSchema.html#lsst.daf.butler.DimensionRecordSchema",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A description of the columns in a dimension element's records."]; "DimensionRecordSet" [URL="../../../py-api/lsst.daf.butler.DimensionRecordSet.html#lsst.daf.butler.DimensionRecordSet",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A mutable set-like container specialized for `DimensionRecord` objects."]; "Collection" -> "DimensionRecordSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionRecordTable" [URL="../../../py-api/lsst.daf.butler.DimensionRecordTable.html#lsst.daf.butler.DimensionRecordTable",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A table-like container for `DimensionRecord` objects."]; "DimensionRecordsAccumulator" [URL="../../../py-api/lsst.daf.butler.DimensionRecordsAccumulator.html#lsst.daf.butler.DimensionRecordsAccumulator",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class used to accumulate dimension records for serialization."]; "DimensionUniverse" [URL="../../../py-api/lsst.daf.butler.DimensionUniverse.html#lsst.daf.butler.DimensionUniverse",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Self-consistent set of dimensions."]; "EmptyQueryResultError" [URL="../../../py-api/lsst.daf.butler.EmptyQueryResultError.html#lsst.daf.butler.EmptyQueryResultError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when query methods return an empty result and `explain`"]; "Enum" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Create a collection of name/value pairs."]; "FileDataset" [URL="../../../py-api/lsst.daf.butler.FileDataset.html#lsst.daf.butler.FileDataset",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A struct that represents a dataset exported to a file."]; "FileDescriptor" [URL="../../../py-api/lsst.daf.butler.FileDescriptor.html#lsst.daf.butler.FileDescriptor",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Describes a particular file."]; "Flag" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Support for flags"]; "Enum" -> "Flag" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Formatter" [URL="../../../py-api/lsst.daf.butler.Formatter.html#lsst.daf.butler.Formatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Datasets."]; "FormatterFactory" [URL="../../../py-api/lsst.daf.butler.FormatterFactory.html#lsst.daf.butler.FormatterFactory",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Factory for `Formatter` instances."]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "GovernorDimension" [URL="../../../py-api/lsst.daf.butler.GovernorDimension.html#lsst.daf.butler.GovernorDimension",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Governor dimension."]; "Dimension" -> "GovernorDimension" [arrowsize=0.5,style="setlinewidth(0.5)"]; "IntEnum" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Enum where members are also (and must be) ints"]; "ReprEnum" -> "IntEnum" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Iterable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "LabeledButlerFactory" [URL="../../../py-api/lsst.daf.butler.LabeledButlerFactory.html#lsst.daf.butler.LabeledButlerFactory",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Factory for efficiently instantiating Butler instances from the"]; "LimitedButler" [URL="../../../py-api/lsst.daf.butler.LimitedButler.html#lsst.daf.butler.LimitedButler",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A minimal butler interface that is sufficient to back"]; "ABC" -> "LimitedButler" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Location" [URL="../../../py-api/lsst.daf.butler.Location.html#lsst.daf.butler.Location",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Identifies a location within the `Datastore`."]; "LocationFactory" [URL="../../../py-api/lsst.daf.butler.LocationFactory.html#lsst.daf.butler.LocationFactory",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Factory for `Location` instances."]; "LookupKey" [URL="../../../py-api/lsst.daf.butler.LookupKey.html#lsst.daf.butler.LookupKey",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Representation of key that can be used to lookup information."]; "Mapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A Mapping is a generic container for associating key/value"]; "Collection" -> "Mapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MissingCollectionError" [URL="../../../py-api/lsst.daf.butler.registry.MissingCollectionError.html#lsst.daf.butler.registry.MissingCollectionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when an operation attempts to use a collection that"]; "CollectionError" -> "MissingCollectionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MissingDatasetTypeError" [URL="../../../py-api/lsst.daf.butler.registry.MissingDatasetTypeError.html#lsst.daf.butler.registry.MissingDatasetTypeError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a dataset type does not exist."]; "DatasetTypeError" -> "MissingDatasetTypeError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MutableMapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A MutableMapping is a generic container for associating"]; "Mapping" -> "MutableMapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MutableSet" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A mutable set is a finite, iterable container."]; "Set" -> "MutableSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NameMappingSetView" [URL="../../../py-api/lsst.daf.butler.NameMappingSetView.html#lsst.daf.butler.NameMappingSetView",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A lightweight implementation of `NamedValueAbstractSet`."]; "NamedValueAbstractSet" -> "NameMappingSetView" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NamedKeyDict" [URL="../../../py-api/lsst.daf.butler.NamedKeyDict.html#lsst.daf.butler.NamedKeyDict",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Dictionary wrapper for named keys."]; "NamedKeyMutableMapping" -> "NamedKeyDict" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NamedKeyMapping" [URL="../../../py-api/lsst.daf.butler.NamedKeyMapping.html#lsst.daf.butler.NamedKeyMapping",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Custom mapping class."]; "Mapping" -> "NamedKeyMapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NamedKeyMutableMapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="An abstract base class that adds mutation to `NamedKeyMapping`."]; "NamedKeyMapping" -> "NamedKeyMutableMapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MutableMapping" -> "NamedKeyMutableMapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NamedValueAbstractSet" [URL="../../../py-api/lsst.daf.butler.NamedValueAbstractSet.html#lsst.daf.butler.NamedValueAbstractSet",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Custom sets with named elements."]; "Set" -> "NamedValueAbstractSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NamedValueMutableSet" [URL="../../../py-api/lsst.daf.butler.NamedValueMutableSet.html#lsst.daf.butler.NamedValueMutableSet",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Mutable variant of `NamedValueAbstractSet`."]; "NamedValueAbstractSet" -> "NamedValueMutableSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MutableSet" -> "NamedValueMutableSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NamedValueSet" [URL="../../../py-api/lsst.daf.butler.NamedValueSet.html#lsst.daf.butler.NamedValueSet",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Custom mutable set class."]; "NameMappingSetView" -> "NamedValueSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NamedValueMutableSet" -> "NamedValueSet" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NoDefaultCollectionError" [URL="../../../py-api/lsst.daf.butler.registry.NoDefaultCollectionError.html#lsst.daf.butler.registry.NoDefaultCollectionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a collection is needed, but collection argument"]; "CollectionError" -> "NoDefaultCollectionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Progress" [URL="../../../py-api/lsst.daf.butler.progress.Progress.html#lsst.daf.butler.progress.Progress",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Public interface for reporting incremental progress in the butler and"]; "Protocol" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for protocol classes."]; "Generic" -> "Protocol" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Quantum" [URL="../../../py-api/lsst.daf.butler.Quantum.html#lsst.daf.butler.Quantum",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class representing a discrete unit of work."]; "QuantumBackedButler" [URL="../../../py-api/lsst.daf.butler.QuantumBackedButler.html#lsst.daf.butler.QuantumBackedButler",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An implementation of `LimitedButler` intended to back execution of a"]; "LimitedButler" -> "QuantumBackedButler" [arrowsize=0.5,style="setlinewidth(0.5)"]; "QuantumProvenanceData" [URL="../../../py-api/lsst.daf.butler.QuantumProvenanceData.html#lsst.daf.butler.QuantumProvenanceData",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A serializable struct for per-quantum provenance information and"]; "BaseModel" -> "QuantumProvenanceData" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Query" [URL="../../../py-api/lsst.daf.butler.Query.html#lsst.daf.butler.Query",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for construction and execution of complex queries."]; "ABC" -> "Query" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Registry" [URL="../../../py-api/lsst.daf.butler.Registry.html#lsst.daf.butler.Registry",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Abstract Registry interface."]; "ABC" -> "Registry" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RegistryError" [URL="../../../py-api/lsst.daf.butler.registry.RegistryError.html#lsst.daf.butler.registry.RegistryError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Base class for many exception classes produced by Registry methods."]; "RepoExportBackend" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="An abstract interface for data repository export implementations."]; "ABC" -> "RepoExportBackend" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RepoExportContext" [URL="../../../py-api/lsst.daf.butler.RepoExportContext.html#lsst.daf.butler.RepoExportContext",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Public interface for exporting a subset of a data repository."]; "RepoImportBackend" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="An abstract interface for data repository import implementations."]; "ABC" -> "RepoImportBackend" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ReprEnum" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Only changes the repr(), leaving str() and format() to the mixed-in type."]; "Enum" -> "ReprEnum" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Reversible" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Iterable" -> "Reversible" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RootModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Usage docs: https://docs.pydantic.dev/2.5/concepts/models/#rootmodel-and-custom-root-types"]; "BaseModel" -> "RootModel" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" -> "RootModel" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Sequence" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="All the operations on a read-only sequence."]; "Reversible" -> "Sequence" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Collection" -> "Sequence" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SerializedDataCoordinate" [URL="../../../py-api/lsst.daf.butler.SerializedDataCoordinate.html#lsst.daf.butler.SerializedDataCoordinate",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Simplified model for serializing a `DataCoordinate`."]; "BaseModel" -> "SerializedDataCoordinate" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SerializedDatasetRef" [URL="../../../py-api/lsst.daf.butler.SerializedDatasetRef.html#lsst.daf.butler.SerializedDatasetRef",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Simplified model of a `DatasetRef` suitable for serialization."]; "BaseModel" -> "SerializedDatasetRef" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SerializedDatasetType" [URL="../../../py-api/lsst.daf.butler.SerializedDatasetType.html#lsst.daf.butler.SerializedDatasetType",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Simplified model of a `DatasetType` suitable for serialization."]; "BaseModel" -> "SerializedDatasetType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SerializedDimensionGraph" [URL="../../../py-api/lsst.daf.butler.SerializedDimensionGraph.html#lsst.daf.butler.SerializedDimensionGraph",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Simplified model of a `DimensionGraph` suitable for serialization."]; "BaseModel" -> "SerializedDimensionGraph" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SerializedDimensionRecord" [URL="../../../py-api/lsst.daf.butler.SerializedDimensionRecord.html#lsst.daf.butler.SerializedDimensionRecord",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Simplified model for serializing a `DimensionRecord`."]; "BaseModel" -> "SerializedDimensionRecord" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SerializedQuantum" [URL="../../../py-api/lsst.daf.butler.SerializedQuantum.html#lsst.daf.butler.SerializedQuantum",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Simplified model of a `Quantum` suitable for serialization."]; "BaseModel" -> "SerializedQuantum" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Set" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A set is a finite, iterable container."]; "Collection" -> "Set" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SingleTypeDatasetQueryResults" [URL="../../../py-api/lsst.daf.butler.SingleTypeDatasetQueryResults.html#lsst.daf.butler.SingleTypeDatasetQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An object that represents results from a query for datasets with a"]; "DatasetQueryResults" -> "SingleTypeDatasetQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Sized" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "SkyPixDimension" [URL="../../../py-api/lsst.daf.butler.SkyPixDimension.html#lsst.daf.butler.SkyPixDimension",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Special dimension for sky pixelizations."]; "Dimension" -> "SkyPixDimension" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SkyPixSystem" [URL="../../../py-api/lsst.daf.butler.SkyPixSystem.html#lsst.daf.butler.SkyPixSystem",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class for hierarchical pixelization of the sky."]; "TopologicalFamily" -> "SkyPixSystem" [arrowsize=0.5,style="setlinewidth(0.5)"]; "StorageClass" [URL="../../../py-api/lsst.daf.butler.StorageClass.html#lsst.daf.butler.StorageClass",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class describing how a label maps to a particular Python type."]; "StorageClassConfig" [URL="../../../py-api/lsst.daf.butler.StorageClassConfig.html#lsst.daf.butler.StorageClassConfig",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Configuration class for defining Storage Classes."]; "ConfigSubset" -> "StorageClassConfig" [arrowsize=0.5,style="setlinewidth(0.5)"]; "StorageClassDelegate" [URL="../../../py-api/lsst.daf.butler.StorageClassDelegate.html#lsst.daf.butler.StorageClassDelegate",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Delegate class for StorageClass components and parameters."]; "StorageClassFactory" [URL="../../../py-api/lsst.daf.butler.StorageClassFactory.html#lsst.daf.butler.StorageClassFactory",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Factory for `StorageClass` instances."]; "Timespan" [URL="../../../py-api/lsst.daf.butler.Timespan.html#lsst.daf.butler.Timespan",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A half-open time interval with nanosecond precision."]; "TopologicalFamily" [URL="../../../py-api/lsst.daf.butler.TopologicalFamily.html#lsst.daf.butler.TopologicalFamily",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A grouping of `TopologicalRelationshipEndpoint` objects."]; "ABC" -> "TopologicalFamily" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TopologicalRelationshipEndpoint" [URL="../../../py-api/lsst.daf.butler.TopologicalRelationshipEndpoint.html#lsst.daf.butler.TopologicalRelationshipEndpoint",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Representation of a logical table that can participate in overlap joins."]; "ABC" -> "TopologicalRelationshipEndpoint" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TopologicalSpace" [URL="../../../py-api/lsst.daf.butler.TopologicalSpace.html#lsst.daf.butler.TopologicalSpace",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Enumeration of continuous-variable relationships for dimensions."]; "Enum" -> "TopologicalSpace" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ValidationError" [URL="../../../py-api/lsst.daf.butler.ValidationError.html#lsst.daf.butler.ValidationError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Some sort of validation error has occurred."]; "YamlRepoExportBackend" [URL="../../../py-api/lsst.daf.butler.YamlRepoExportBackend.html#lsst.daf.butler.YamlRepoExportBackend",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A repository export implementation that saves to a YAML file."]; "RepoExportBackend" -> "YamlRepoExportBackend" [arrowsize=0.5,style="setlinewidth(0.5)"]; "YamlRepoImportBackend" [URL="../../../py-api/lsst.daf.butler.YamlRepoImportBackend.html#lsst.daf.butler.YamlRepoImportBackend",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A repository import implementation that reads from a YAML file."]; "RepoImportBackend" -> "YamlRepoImportBackend" [arrowsize=0.5,style="setlinewidth(0.5)"]; "_BaseColumnTag" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "_ButlerLogRecords" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "RootModel" -> "_ButlerLogRecords" [arrowsize=0.5,style="setlinewidth(0.5)"]; "_DataCoordinateCollectionBase" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A partial iterable implementation backed by native Python collection."]; "DataCoordinateIterable" -> "_DataCoordinateCollectionBase" [arrowsize=0.5,style="setlinewidth(0.5)"]; }Example datastores¶
lsst.daf.butler.datastores.chainedDatastore Module¶
Classes¶
|
Chained Datastores to allow read and writes from multiple datastores. |
Class Inheritance Diagram¶
digraph inheritance4b7a2f1168 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ChainedDatastore" [URL="../../../py-api/lsst.daf.butler.datastores.chainedDatastore.ChainedDatastore.html#lsst.daf.butler.datastores.chainedDatastore.ChainedDatastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Chained Datastores to allow read and writes from multiple datastores."]; "Datastore" -> "ChainedDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Datastore" [URL="../../../py-api/lsst.daf.butler.Datastore.html#lsst.daf.butler.Datastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Datastore interface."]; }lsst.daf.butler.datastores.inMemoryDatastore Module¶
Classes¶
|
Internal InMemoryDatastore Metadata associated with a stored DatasetRef. |
|
Basic Datastore for writing to an in memory cache. |
Class Inheritance Diagram¶
digraph inheritance2bbcfaf103 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "Datastore" [URL="../../../py-api/lsst.daf.butler.Datastore.html#lsst.daf.butler.Datastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Datastore interface."]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "GenericBaseDatastore" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Methods useful for most implementations of a `Datastore`."]; "Datastore" -> "GenericBaseDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" -> "GenericBaseDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; "InMemoryDatastore" [URL="../../../py-api/lsst.daf.butler.datastores.inMemoryDatastore.InMemoryDatastore.html#lsst.daf.butler.datastores.inMemoryDatastore.InMemoryDatastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Basic Datastore for writing to an in memory cache."]; "GenericBaseDatastore" -> "InMemoryDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; "StoredDatastoreItemInfo" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Internal information associated with a stored dataset in a `Datastore`."]; "StoredMemoryItemInfo" [URL="../../../py-api/lsst.daf.butler.datastores.inMemoryDatastore.StoredMemoryItemInfo.html#lsst.daf.butler.datastores.inMemoryDatastore.StoredMemoryItemInfo",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Internal InMemoryDatastore Metadata associated with a stored"]; "StoredDatastoreItemInfo" -> "StoredMemoryItemInfo" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.datastores.fileDatastore Module¶
Classes¶
|
Generic Datastore for file-based implementations. |
Class Inheritance Diagram¶
digraph inheritance1a23f71dcc { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "Datastore" [URL="../../../py-api/lsst.daf.butler.Datastore.html#lsst.daf.butler.Datastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Datastore interface."]; "FileDatastore" [URL="../../../py-api/lsst.daf.butler.datastores.fileDatastore.FileDatastore.html#lsst.daf.butler.datastores.fileDatastore.FileDatastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generic Datastore for file-based implementations."]; "GenericBaseDatastore" -> "FileDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "GenericBaseDatastore" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Methods useful for most implementations of a `Datastore`."]; "Datastore" -> "GenericBaseDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" -> "GenericBaseDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; }Example formatters¶
lsst.daf.butler.formatters.file Module¶
Classes¶
|
Interface for reading and writing files on a POSIX file system. |
Class Inheritance Diagram¶
digraph inheritance9adc112707 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "FileFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.file.FileFormatter.html#lsst.daf.butler.formatters.file.FileFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing files on a POSIX file system."]; "Formatter" -> "FileFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Formatter" [URL="../../../py-api/lsst.daf.butler.Formatter.html#lsst.daf.butler.Formatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Datasets."]; }lsst.daf.butler.formatters.json Module¶
Classes¶
|
Formatter implementation for JSON files. |
Class Inheritance Diagram¶
digraph inheritance9ddf09a94a { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "FileFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.file.FileFormatter.html#lsst.daf.butler.formatters.file.FileFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing files on a POSIX file system."]; "Formatter" -> "FileFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Formatter" [URL="../../../py-api/lsst.daf.butler.Formatter.html#lsst.daf.butler.Formatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Datasets."]; "JsonFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.json.JsonFormatter.html#lsst.daf.butler.formatters.json.JsonFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Formatter implementation for JSON files."]; "FileFormatter" -> "JsonFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.formatters.matplotlib Module¶
Classes¶
|
Interface for writing matplotlib figures. |
Class Inheritance Diagram¶
digraph inheritancea1daa26c61 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "FileFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.file.FileFormatter.html#lsst.daf.butler.formatters.file.FileFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing files on a POSIX file system."]; "Formatter" -> "FileFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Formatter" [URL="../../../py-api/lsst.daf.butler.Formatter.html#lsst.daf.butler.Formatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Datasets."]; "MatplotlibFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.matplotlib.MatplotlibFormatter.html#lsst.daf.butler.formatters.matplotlib.MatplotlibFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for writing matplotlib figures."]; "FileFormatter" -> "MatplotlibFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.formatters.parquet Module¶
Functions¶
|
Convert a pyarrow table to a pandas DataFrame. |
|
Convert a pyarrow table to an |
|
Convert a pyarrow table to a structured numpy array. |
|
Convert a pyarrow table to a dict of numpy arrays. |
|
Convert a pandas dataframe to an arrow table. |
|
Convert a pandas dataframe to an astropy table, preserving indexes. |
|
Convert an astropy table to an arrow table. |
|
Convert a numpy array table to an arrow table. |
|
Convert a numpy table to an astropy table. |
|
Convert a dict of numpy arrays to an arrow table. |
|
Convert an arrow schema to a pandas index/multiindex. |
|
Compute approximate row group size for a given arrow schema. |
Classes¶
|
Interface for reading and writing Arrow Table objects to and from Parquet files. |
|
Wrapper class for a schema for a pandas DataFrame. |
|
Wrapper class for a schema for an astropy table. |
|
Wrapper class for a schema for a numpy ndarray. |
Class Inheritance Diagram¶
digraph inheritance5e54559d0f { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ArrowAstropySchema" [URL="../../../py-api/lsst.daf.butler.formatters.parquet.ArrowAstropySchema.html#lsst.daf.butler.formatters.parquet.ArrowAstropySchema",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Wrapper class for a schema for an astropy table."]; "ArrowNumpySchema" [URL="../../../py-api/lsst.daf.butler.formatters.parquet.ArrowNumpySchema.html#lsst.daf.butler.formatters.parquet.ArrowNumpySchema",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Wrapper class for a schema for a numpy ndarray."]; "DataFrameSchema" [URL="../../../py-api/lsst.daf.butler.formatters.parquet.DataFrameSchema.html#lsst.daf.butler.formatters.parquet.DataFrameSchema",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Wrapper class for a schema for a pandas DataFrame."]; "Formatter" [URL="../../../py-api/lsst.daf.butler.Formatter.html#lsst.daf.butler.Formatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Datasets."]; "ParquetFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.parquet.ParquetFormatter.html#lsst.daf.butler.formatters.parquet.ParquetFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Arrow Table objects to and from"]; "Formatter" -> "ParquetFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.formatters.pickle Module¶
Classes¶
|
Interface for reading and writing Python objects to and from pickle files. |
Class Inheritance Diagram¶
digraph inheritancee122dea2ec { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "FileFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.file.FileFormatter.html#lsst.daf.butler.formatters.file.FileFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing files on a POSIX file system."]; "Formatter" -> "FileFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Formatter" [URL="../../../py-api/lsst.daf.butler.Formatter.html#lsst.daf.butler.Formatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Datasets."]; "PickleFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.pickle.PickleFormatter.html#lsst.daf.butler.formatters.pickle.PickleFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Python objects to and from pickle"]; "FileFormatter" -> "PickleFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.formatters.yaml Module¶
Classes¶
|
Formatter implementation for YAML files. |
Class Inheritance Diagram¶
digraph inheritance10dd44e1e9 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "FileFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.file.FileFormatter.html#lsst.daf.butler.formatters.file.FileFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing files on a POSIX file system."]; "Formatter" -> "FileFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Formatter" [URL="../../../py-api/lsst.daf.butler.Formatter.html#lsst.daf.butler.Formatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for reading and writing Datasets."]; "YamlFormatter" [URL="../../../py-api/lsst.daf.butler.formatters.yaml.YamlFormatter.html#lsst.daf.butler.formatters.yaml.YamlFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Formatter implementation for YAML files."]; "FileFormatter" -> "YamlFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; }Test utilities¶
lsst.daf.butler.tests Package¶
Functions¶
|
Add the records that back a new data ID to a repository. |
|
Add a new dataset type to a repository. |
|
Return a complete data ID matching some criterion. |
|
Create a read/write Butler to a fresh collection. |
|
Create an empty test repository. |
|
Modify a repository to support reading and writing |
Classes¶
|
A formatter that always fails without writing anything. |
|
A formatter that never works but does leave a file behind. |
A test case base that is used to verify click command functions import and call their respective script functions correctly. |
|
Tests log initialization, reset, and setting log levels. |
|
Helper methods for Datasets. |
|
Mocks a butler datastore. |
|
Helper methods for Datastore tests. |
|
Dummy Registry, for Datastore test purposes. |
|
|
Parameter handler for list parameters. |
|
Parameter handler for parameters using Metrics. |
|
Smorgasboard of information that might be the result of some processing. |
|
A variant of |
|
A variant of |
|
A formatter that requires a detector to be specified in the dataID. |
Middleware-Internal API¶
Warning
These symbols are used throughout the middleware system and may be used in advanced middleware extensions (e.g. third-party Datastore
implementations), but are not considered fully public interfaces in terms of stability guarantees.
Datastore utilities¶
lsst.daf.butler.datastore Package¶
Classes¶
|
Represents the primary and component ResourcePath(s) associated with a DatasetRef. |
|
Configuration for Datastores. |
|
Definition of the opaque table which stores datastore records. |
|
Keeps a log of |
There is a problem with the Datastore configuration. |
|
|
A datastore that implements the |
Class Inheritance Diagram¶
digraph inheritance693f07a013 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "Collection" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Sized" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Iterable" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Config" [URL="../../../py-api/lsst.daf.butler.Config.html#lsst.daf.butler.Config",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Implements a datatype that is used by `Butler` for configuration."]; "MutableMapping" -> "Config" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ConfigSubset" [URL="../../../py-api/lsst.daf.butler.ConfigSubset.html#lsst.daf.butler.ConfigSubset",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Config representing a subset of a more general configuration."]; "Config" -> "ConfigSubset" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "DatasetRefURIs" [URL="../../../py-api/lsst.daf.butler.datastore.DatasetRefURIs.html#lsst.daf.butler.datastore.DatasetRefURIs",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Represents the primary and component ResourcePath(s) associated with a"]; "Sequence" -> "DatasetRefURIs" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Datastore" [URL="../../../py-api/lsst.daf.butler.Datastore.html#lsst.daf.butler.Datastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Datastore interface."]; "DatastoreConfig" [URL="../../../py-api/lsst.daf.butler.datastore.DatastoreConfig.html#lsst.daf.butler.datastore.DatastoreConfig",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Configuration for Datastores."]; "ConfigSubset" -> "DatastoreConfig" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatastoreOpaqueTable" [URL="../../../py-api/lsst.daf.butler.datastore.DatastoreOpaqueTable.html#lsst.daf.butler.datastore.DatastoreOpaqueTable",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Definition of the opaque table which stores datastore records."]; "DatastoreTransaction" [URL="../../../py-api/lsst.daf.butler.datastore.DatastoreTransaction.html#lsst.daf.butler.datastore.DatastoreTransaction",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Keeps a log of `Datastore` activity and allow rollback."]; "DatastoreValidationError" [URL="../../../py-api/lsst.daf.butler.datastore.DatastoreValidationError.html#lsst.daf.butler.datastore.DatastoreValidationError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="There is a problem with the Datastore configuration."]; "ValidationError" -> "DatastoreValidationError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Iterable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Mapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A Mapping is a generic container for associating key/value"]; "Collection" -> "Mapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MutableMapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A MutableMapping is a generic container for associating"]; "Mapping" -> "MutableMapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NullDatastore" [URL="../../../py-api/lsst.daf.butler.datastore.NullDatastore.html#lsst.daf.butler.datastore.NullDatastore",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A datastore that implements the `Datastore` API but always fails when"]; "Datastore" -> "NullDatastore" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Reversible" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Iterable" -> "Reversible" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Sequence" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="All the operations on a read-only sequence."]; "Reversible" -> "Sequence" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Collection" -> "Sequence" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Sized" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "ValidationError" [URL="../../../py-api/lsst.daf.butler.ValidationError.html#lsst.daf.butler.ValidationError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Some sort of validation error has occurred."]; }Registry utilities and interfaces¶
lsst.daf.butler.registry Package¶
Classes¶
Exception raised when method arguments are invalid or inconsistent. |
|
Exception raised for collection-related errors. |
|
Exception raised for an incorrect collection expression. |
|
|
A summary of the datasets that can be found in a collection. |
Exception raised when type of a collection is incorrect. |
|
Exception raised when trying to insert a database record when a conflicting record already exists. |
|
Exception raised for incorrect data IDs, this is a base class for other specific error types. |
|
Exception raised when a value specified in a data ID does not exist. |
|
Exception raised for problems with dataset types. |
|
Exception raised for an incorrect dataset type expression. |
|
Exception raised when a dimension specified in a data ID does not exist or required dimension is not provided. |
|
Exception raised when a data ID contains contradictory key-value pairs, according to dimension relationships. |
|
Exception raised when an operation attempts to use a collection that does not exist. |
|
Exception raised when a dataset type does not exist. |
|
Exception raised when a spatial overlap relationship needed by a query has not been precomputed and cannot be computed on-the-fly. |
|
Exception raised when a collection is needed, but collection argument is not provided and default collection is not defined in registry. |
|
Exception raised when trying to remove or modify a database record that is still being used in some other table. |
|
|
Configuration specific to a butler Registry. |
Exception raised when an internal registry consistency check fails, usually means bug in the Regitry itself. |
|
|
A struct used to provide the default collections searched or written to by a |
Base class for many exception classes produced by Registry methods. |
|
Exception raised when an unsupported |
|
Exception raised for problems with user expression. |
|
Exception raised when a user query expression cannot be parsed. |
Class Inheritance Diagram¶
digraph inheritance526e115156 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ArgumentError" [URL="../../../py-api/lsst.daf.butler.registry.ArgumentError.html#lsst.daf.butler.registry.ArgumentError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when method arguments are invalid or inconsistent."]; "RegistryError" -> "ArgumentError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Collection" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Sized" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Iterable" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CollectionError" [URL="../../../py-api/lsst.daf.butler.registry.CollectionError.html#lsst.daf.butler.registry.CollectionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for collection-related errors."]; "RegistryError" -> "CollectionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CollectionExpressionError" [URL="../../../py-api/lsst.daf.butler.registry.CollectionExpressionError.html#lsst.daf.butler.registry.CollectionExpressionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for an incorrect collection expression."]; "CollectionError" -> "CollectionExpressionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CollectionSummary" [URL="../../../py-api/lsst.daf.butler.registry.CollectionSummary.html#lsst.daf.butler.registry.CollectionSummary",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A summary of the datasets that can be found in a collection."]; "CollectionTypeError" [URL="../../../py-api/lsst.daf.butler.registry.CollectionTypeError.html#lsst.daf.butler.registry.CollectionTypeError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when type of a collection is incorrect."]; "CollectionError" -> "CollectionTypeError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Config" [URL="../../../py-api/lsst.daf.butler.Config.html#lsst.daf.butler.Config",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Implements a datatype that is used by `Butler` for configuration."]; "MutableMapping" -> "Config" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ConfigSubset" [URL="../../../py-api/lsst.daf.butler.ConfigSubset.html#lsst.daf.butler.ConfigSubset",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Config representing a subset of a more general configuration."]; "Config" -> "ConfigSubset" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ConflictingDefinitionError" [URL="../../../py-api/lsst.daf.butler.registry.ConflictingDefinitionError.html#lsst.daf.butler.registry.ConflictingDefinitionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when trying to insert a database record when a"]; "RegistryError" -> "ConflictingDefinitionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "DataIdError" [URL="../../../py-api/lsst.daf.butler.registry.DataIdError.html#lsst.daf.butler.registry.DataIdError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for incorrect data IDs, this is a base class for other"]; "RegistryError" -> "DataIdError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataIdValueError" [URL="../../../py-api/lsst.daf.butler.registry.DataIdValueError.html#lsst.daf.butler.registry.DataIdValueError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a value specified in a data ID does not exist."]; "DataIdError" -> "DataIdValueError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetTypeError" [URL="../../../py-api/lsst.daf.butler.registry.DatasetTypeError.html#lsst.daf.butler.registry.DatasetTypeError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for problems with dataset types."]; "RegistryError" -> "DatasetTypeError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetTypeExpressionError" [URL="../../../py-api/lsst.daf.butler.registry.DatasetTypeExpressionError.html#lsst.daf.butler.registry.DatasetTypeExpressionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for an incorrect dataset type expression."]; "RegistryError" -> "DatasetTypeExpressionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionNameError" [URL="../../../py-api/lsst.daf.butler.registry.DimensionNameError.html#lsst.daf.butler.registry.DimensionNameError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a dimension specified in a data ID does not exist"]; "DataIdError" -> "DimensionNameError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "InconsistentDataIdError" [URL="../../../py-api/lsst.daf.butler.registry.InconsistentDataIdError.html#lsst.daf.butler.registry.InconsistentDataIdError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a data ID contains contradictory key-value pairs,"]; "DataIdError" -> "InconsistentDataIdError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Iterable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Mapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A Mapping is a generic container for associating key/value"]; "Collection" -> "Mapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MissingCollectionError" [URL="../../../py-api/lsst.daf.butler.registry.MissingCollectionError.html#lsst.daf.butler.registry.MissingCollectionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when an operation attempts to use a collection that"]; "CollectionError" -> "MissingCollectionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MissingDatasetTypeError" [URL="../../../py-api/lsst.daf.butler.registry.MissingDatasetTypeError.html#lsst.daf.butler.registry.MissingDatasetTypeError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a dataset type does not exist."]; "DatasetTypeError" -> "MissingDatasetTypeError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MissingSpatialOverlapError" [URL="../../../py-api/lsst.daf.butler.registry.MissingSpatialOverlapError.html#lsst.daf.butler.registry.MissingSpatialOverlapError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a spatial overlap relationship needed by a query"]; "RegistryError" -> "MissingSpatialOverlapError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MutableMapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A MutableMapping is a generic container for associating"]; "Mapping" -> "MutableMapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NoDefaultCollectionError" [URL="../../../py-api/lsst.daf.butler.registry.NoDefaultCollectionError.html#lsst.daf.butler.registry.NoDefaultCollectionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a collection is needed, but collection argument"]; "CollectionError" -> "NoDefaultCollectionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "OrphanedRecordError" [URL="../../../py-api/lsst.daf.butler.registry.OrphanedRecordError.html#lsst.daf.butler.registry.OrphanedRecordError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when trying to remove or modify a database record"]; "RegistryError" -> "OrphanedRecordError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RegistryConfig" [URL="../../../py-api/lsst.daf.butler.registry.RegistryConfig.html#lsst.daf.butler.registry.RegistryConfig",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Configuration specific to a butler Registry."]; "ConfigSubset" -> "RegistryConfig" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RegistryConsistencyError" [URL="../../../py-api/lsst.daf.butler.registry.RegistryConsistencyError.html#lsst.daf.butler.registry.RegistryConsistencyError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when an internal registry consistency check fails,"]; "RegistryError" -> "RegistryConsistencyError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RegistryDefaults" [URL="../../../py-api/lsst.daf.butler.registry.RegistryDefaults.html#lsst.daf.butler.registry.RegistryDefaults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A struct used to provide the default collections searched or written to"]; "RegistryError" [URL="../../../py-api/lsst.daf.butler.registry.RegistryError.html#lsst.daf.butler.registry.RegistryError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Base class for many exception classes produced by Registry methods."]; "Sized" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "UnsupportedIdGeneratorError" [URL="../../../py-api/lsst.daf.butler.registry.UnsupportedIdGeneratorError.html#lsst.daf.butler.registry.UnsupportedIdGeneratorError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when an unsupported `DatasetIdGenEnum` option is"]; "UserExpressionError" [URL="../../../py-api/lsst.daf.butler.registry.UserExpressionError.html#lsst.daf.butler.registry.UserExpressionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised for problems with user expression."]; "RegistryError" -> "UserExpressionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "UserExpressionSyntaxError" [URL="../../../py-api/lsst.daf.butler.registry.UserExpressionSyntaxError.html#lsst.daf.butler.registry.UserExpressionSyntaxError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a user query expression cannot be parsed."]; "UserExpressionError" -> "UserExpressionSyntaxError" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.registry.interfaces Package¶
Classes¶
Exception raised when trying to update existing attribute without specifying |
|
|
An interface for managing butler attributes in a |
|
A subclass of |
|
An interface for managing the collections (including runs) in a |
|
A struct used to represent a collection in internal |
|
An abstract interface that represents a particular database engine's representation of a single schema/namespace/database. |
Exception raised when database content (row values or schema entities) are inconsistent with what this client expects. |
|
|
Mode options available for inserting database records. |
|
An interface that manages the records associated with a particular |
|
An interface that manages the tables that describe datasets. |
|
An abstract base class that defines the interface that a |
|
An abstract base class that defines the interface between |
|
An interface for managing the dimension records in a |
|
A fake |
Exception raised when extension implemention is not compatible with schema version defined in database. |
|
|
An interface for populating ObsCore tables(s). |
|
An interface that manages the records associated with a particular opaque table in a |
|
An interface that manages the opaque tables in a |
Exception raised when a write operation is called on a read-only |
|
|
A subclass of |
Exception raised when trying to initialize database schema when some tables already exist. |
|
|
Helper class used to declare the static schema for a registry layer in a database. |
|
Class representing a version number. |
|
Interface for extension classes with versions. |
Class Inheritance Diagram¶
digraph inheritance577f1e36dc { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "ButlerAttributeExistsError" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.ButlerAttributeExistsError.html#lsst.daf.butler.registry.interfaces.ButlerAttributeExistsError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when trying to update existing attribute without"]; "ButlerAttributeManager" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.ButlerAttributeManager.html#lsst.daf.butler.registry.interfaces.ButlerAttributeManager",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for managing butler attributes in a `Registry`."]; "VersionedExtension" -> "ButlerAttributeManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ChainedCollectionRecord" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.ChainedCollectionRecord.html#lsst.daf.butler.registry.interfaces.ChainedCollectionRecord",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A subclass of `CollectionRecord` that adds the list of child collections"]; "CollectionRecord" -> "ChainedCollectionRecord" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CollectionManager" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.CollectionManager.html#lsst.daf.butler.registry.interfaces.CollectionManager",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for managing the collections (including runs) in a"]; "Generic" -> "CollectionManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "VersionedExtension" -> "CollectionManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CollectionRecord" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.CollectionRecord.html#lsst.daf.butler.registry.interfaces.CollectionRecord",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A struct used to represent a collection in internal `Registry` APIs."]; "Generic" -> "CollectionRecord" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ConflictingDefinitionError" [URL="../../../py-api/lsst.daf.butler.registry.ConflictingDefinitionError.html#lsst.daf.butler.registry.ConflictingDefinitionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when trying to insert a database record when a"]; "RegistryError" -> "ConflictingDefinitionError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Database" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.Database.html#lsst.daf.butler.registry.interfaces.Database",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract interface that represents a particular database engine's"]; "ABC" -> "Database" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseConflictError" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.DatabaseConflictError.html#lsst.daf.butler.registry.interfaces.DatabaseConflictError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when database content (row values or schema entities)"]; "ConflictingDefinitionError" -> "DatabaseConflictError" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseInsertMode" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.DatabaseInsertMode.html#lsst.daf.butler.registry.interfaces.DatabaseInsertMode",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Mode options available for inserting database records."]; "Enum" -> "DatabaseInsertMode" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetRecordStorage" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.DatasetRecordStorage.html#lsst.daf.butler.registry.interfaces.DatasetRecordStorage",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface that manages the records associated with a particular"]; "ABC" -> "DatasetRecordStorage" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetRecordStorageManager" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.DatasetRecordStorageManager.html#lsst.daf.butler.registry.interfaces.DatasetRecordStorageManager",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface that manages the tables that describe datasets."]; "VersionedExtension" -> "DatasetRecordStorageManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatastoreRegistryBridge" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.DatastoreRegistryBridge.html#lsst.daf.butler.registry.interfaces.DatastoreRegistryBridge",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract base class that defines the interface that a `Datastore`"]; "ABC" -> "DatastoreRegistryBridge" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatastoreRegistryBridgeManager" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.DatastoreRegistryBridgeManager.html#lsst.daf.butler.registry.interfaces.DatastoreRegistryBridgeManager",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract base class that defines the interface between `Registry`"]; "VersionedExtension" -> "DatastoreRegistryBridgeManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionRecordStorageManager" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.DimensionRecordStorageManager.html#lsst.daf.butler.registry.interfaces.DimensionRecordStorageManager",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for managing the dimension records in a `Registry`."]; "VersionedExtension" -> "DimensionRecordStorageManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Enum" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Create a collection of name/value pairs."]; "FakeDatasetRef" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.FakeDatasetRef.html#lsst.daf.butler.registry.interfaces.FakeDatasetRef",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A fake `DatasetRef` that can be used internally by butler where"]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "IncompatibleVersionError" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.IncompatibleVersionError.html#lsst.daf.butler.registry.interfaces.IncompatibleVersionError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when extension implemention is not compatible with"]; "ObsCoreTableManager" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.ObsCoreTableManager.html#lsst.daf.butler.registry.interfaces.ObsCoreTableManager",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for populating ObsCore tables(s)."]; "VersionedExtension" -> "ObsCoreTableManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "OpaqueTableStorage" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.OpaqueTableStorage.html#lsst.daf.butler.registry.interfaces.OpaqueTableStorage",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface that manages the records associated with a particular"]; "ABC" -> "OpaqueTableStorage" [arrowsize=0.5,style="setlinewidth(0.5)"]; "OpaqueTableStorageManager" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.OpaqueTableStorageManager.html#lsst.daf.butler.registry.interfaces.OpaqueTableStorageManager",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface that manages the opaque tables in a `Registry`."]; "VersionedExtension" -> "OpaqueTableStorageManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ReadOnlyDatabaseError" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.ReadOnlyDatabaseError.html#lsst.daf.butler.registry.interfaces.ReadOnlyDatabaseError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when a write operation is called on a read-only"]; "RegistryError" [URL="../../../py-api/lsst.daf.butler.registry.RegistryError.html#lsst.daf.butler.registry.RegistryError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Base class for many exception classes produced by Registry methods."]; "RunRecord" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.RunRecord.html#lsst.daf.butler.registry.interfaces.RunRecord",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A subclass of `CollectionRecord` that adds execution information and"]; "CollectionRecord" -> "RunRecord" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SchemaAlreadyDefinedError" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.SchemaAlreadyDefinedError.html#lsst.daf.butler.registry.interfaces.SchemaAlreadyDefinedError",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Exception raised when trying to initialize database schema when some"]; "StaticTablesContext" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.StaticTablesContext.html#lsst.daf.butler.registry.interfaces.StaticTablesContext",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Helper class used to declare the static schema for a registry layer"]; "VersionTuple" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.VersionTuple.html#lsst.daf.butler.registry.interfaces.VersionTuple",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class representing a version number."]; "VersionedExtension" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.VersionedExtension.html#lsst.daf.butler.registry.interfaces.VersionedExtension",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for extension classes with versions."]; "ABC" -> "VersionedExtension" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.registry.queries Package¶
Classes¶
|
A |
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An enhanced implementation of |
Base class and factory for reader objects that extract |
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Implementation of DimensionRecordQueryResults using database query. |
An interface for objects that represent the results of queries for datasets. |
|
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Reader class that extracts |
An interface for objects that represent the results of queries for dimension records. |
|
|
Read dimension records. |
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An object that represents results from a query for datasets with a single parent |
An interface for constructing and evaluating the |
|
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A builder for potentially complex queries that join tables based on dimension relationships. |
A context manager interface for query operations that require some connection-like state. |
|
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A struct that holds and categorizes the dimensions involved in a query. |
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An implementation of |
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An implementation of |
Class Inheritance Diagram¶
digraph inheritancef61259fc94 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "AbstractContextManager" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="An abstract base class for context managers."]; "ABC" -> "AbstractContextManager" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ChainedDatasetQueryResults" [URL="../../../py-api/lsst.daf.butler.registry.queries.ChainedDatasetQueryResults.html#lsst.daf.butler.registry.queries.ChainedDatasetQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A `DatasetQueryResults` implementation that simply chains together"]; "DatasetQueryResults" -> "ChainedDatasetQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataCoordinateIterable" [URL="../../../py-api/lsst.daf.butler.DataCoordinateIterable.html#lsst.daf.butler.DataCoordinateIterable",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract base class for homogeneous iterables of data IDs."]; "Iterable" -> "DataCoordinateIterable" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataCoordinateQueryResults" [URL="../../../py-api/lsst.daf.butler.registry.queries.DataCoordinateQueryResults.html#lsst.daf.butler.registry.queries.DataCoordinateQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An enhanced implementation of `DataCoordinateIterable` that represents"]; "DataCoordinateIterable" -> "DataCoordinateQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataCoordinateReader" [URL="../../../py-api/lsst.daf.butler.registry.queries.DataCoordinateReader.html#lsst.daf.butler.registry.queries.DataCoordinateReader",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Base class and factory for reader objects that extract `DataCoordinate`"]; "ABC" -> "DataCoordinateReader" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatabaseDimensionRecordQueryResults" [URL="../../../py-api/lsst.daf.butler.registry.queries.DatabaseDimensionRecordQueryResults.html#lsst.daf.butler.registry.queries.DatabaseDimensionRecordQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Implementation of DimensionRecordQueryResults using database query."]; "DimensionRecordQueryResults" -> "DatabaseDimensionRecordQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetQueryResults" [URL="../../../py-api/lsst.daf.butler.registry.queries.DatasetQueryResults.html#lsst.daf.butler.registry.queries.DatasetQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for objects that represent the results of queries for"]; "Iterable" -> "DatasetQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DatasetRefReader" [URL="../../../py-api/lsst.daf.butler.registry.queries.DatasetRefReader.html#lsst.daf.butler.registry.queries.DatasetRefReader",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Reader class that extracts `DatasetRef` objects from query result rows."]; "DimensionRecordQueryResults" [URL="../../../py-api/lsst.daf.butler.registry.queries.DimensionRecordQueryResults.html#lsst.daf.butler.registry.queries.DimensionRecordQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for objects that represent the results of queries for"]; "Iterable" -> "DimensionRecordQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DimensionRecordReader" [URL="../../../py-api/lsst.daf.butler.registry.queries.DimensionRecordReader.html#lsst.daf.butler.registry.queries.DimensionRecordReader",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Read dimension records."]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "Iterable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "ParentDatasetQueryResults" [URL="../../../py-api/lsst.daf.butler.registry.queries.ParentDatasetQueryResults.html#lsst.daf.butler.registry.queries.ParentDatasetQueryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An object that represents results from a query for datasets with a"]; "DatasetQueryResults" -> "ParentDatasetQueryResults" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Processor" [URL="../../../py-api/lsst.daf.relation.Processor.html#lsst.daf.relation.Processor",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An inheritable framework for processing multi-engine relation trees."]; "ABC" -> "Processor" [arrowsize=0.5,style="setlinewidth(0.5)"]; "QueryBackend" [URL="../../../py-api/lsst.daf.butler.registry.queries.QueryBackend.html#lsst.daf.butler.registry.queries.QueryBackend",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for constructing and evaluating the"]; "Generic" -> "QueryBackend" [arrowsize=0.5,style="setlinewidth(0.5)"]; "QueryBuilder" [URL="../../../py-api/lsst.daf.butler.registry.queries.QueryBuilder.html#lsst.daf.butler.registry.queries.QueryBuilder",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A builder for potentially complex queries that join tables based"]; "QueryContext" [URL="../../../py-api/lsst.daf.butler.registry.queries.QueryContext.html#lsst.daf.butler.registry.queries.QueryContext",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A context manager interface for query operations that require some"]; "Processor" -> "QueryContext" [arrowsize=0.5,style="setlinewidth(0.5)"]; "AbstractContextManager" -> "QueryContext" [arrowsize=0.5,style="setlinewidth(0.5)"]; "QuerySummary" [URL="../../../py-api/lsst.daf.butler.registry.queries.QuerySummary.html#lsst.daf.butler.registry.queries.QuerySummary",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A struct that holds and categorizes the dimensions involved in a query."]; "SqlQueryBackend" [URL="../../../py-api/lsst.daf.butler.registry.queries.SqlQueryBackend.html#lsst.daf.butler.registry.queries.SqlQueryBackend",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An implementation of `QueryBackend` for `SqlRegistry`."]; "QueryBackend" -> "SqlQueryBackend" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SqlQueryContext" [URL="../../../py-api/lsst.daf.butler.registry.queries.SqlQueryContext.html#lsst.daf.butler.registry.queries.SqlQueryContext",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An implementation of `sql.QueryContext` for `SqlRegistry`."]; "QueryContext" -> "SqlQueryContext" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.registry.wildcards Module¶
Classes¶
|
The results of preprocessing a wildcard expression to separate match patterns from strings. |
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A validated wildcard for collection names. |
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A validated expression that resolves to one or more dataset types. |
Class Inheritance Diagram¶
digraph inheritance8f13d25426 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "CategorizedWildcard" [URL="../../../py-api/lsst.daf.butler.registry.wildcards.CategorizedWildcard.html#lsst.daf.butler.registry.wildcards.CategorizedWildcard",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The results of preprocessing a wildcard expression to separate match"]; "CollectionWildcard" [URL="../../../py-api/lsst.daf.butler.registry.wildcards.CollectionWildcard.html#lsst.daf.butler.registry.wildcards.CollectionWildcard",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A validated wildcard for collection names."]; "DatasetTypeWildcard" [URL="../../../py-api/lsst.daf.butler.registry.wildcards.DatasetTypeWildcard.html#lsst.daf.butler.registry.wildcards.DatasetTypeWildcard",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A validated expression that resolves to one or more dataset types."]; }Database backends¶
lsst.daf.butler.registry.databases.sqlite Module¶
Classes¶
|
An implementation of the |
Class Inheritance Diagram¶
digraph inheritance0cea70700f { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "Database" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.Database.html#lsst.daf.butler.registry.interfaces.Database",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract interface that represents a particular database engine's"]; "ABC" -> "Database" [arrowsize=0.5,style="setlinewidth(0.5)"]; "SqliteDatabase" [URL="../../../py-api/lsst.daf.butler.registry.databases.sqlite.SqliteDatabase.html#lsst.daf.butler.registry.databases.sqlite.SqliteDatabase",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An implementation of the `Database` interface for SQLite3."]; "Database" -> "SqliteDatabase" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.registry.databases.postgresql Module¶
Classes¶
|
An implementation of the |
Class Inheritance Diagram¶
digraph inheritancef3c9d51478 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "Database" [URL="../../../py-api/lsst.daf.butler.registry.interfaces.Database.html#lsst.daf.butler.registry.interfaces.Database",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract interface that represents a particular database engine's"]; "ABC" -> "Database" [arrowsize=0.5,style="setlinewidth(0.5)"]; "PostgresqlDatabase" [URL="../../../py-api/lsst.daf.butler.registry.databases.postgresql.PostgresqlDatabase.html#lsst.daf.butler.registry.databases.postgresql.PostgresqlDatabase",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An implementation of the `Database` interface for PostgreSQL."]; "Database" -> "PostgresqlDatabase" [arrowsize=0.5,style="setlinewidth(0.5)"]; }General utilities¶
lsst.daf.butler.arrow_utils Module¶
Classes¶
|
An abstract interface for converting objects to an Arrow field of the appropriate type. |
An Arrow extension type for lsst.sphgeom.Region. |
|
An Arrow scalar type for |
|
An Arrow extension type for lsst.daf.butler.Timespan. |
|
An Arrow scalar type for |
|
An Arrow extension type for |
|
An Arrow scalar type for |
|
An Arrow extension type for |
|
An Arrow scalar type for |
Class Inheritance Diagram¶
digraph inheritance25cebcc713 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "BaseExtensionType" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Concrete base class for extension types."]; "DataType" -> "BaseExtensionType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DataType" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="DataType()"]; "_Weakrefable" -> "DataType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DateTimeArrowScalar" [URL="../../../py-api/lsst.daf.butler.arrow_utils.DateTimeArrowScalar.html#lsst.daf.butler.arrow_utils.DateTimeArrowScalar",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow scalar type for `astropy.time.Time`, stored as TAI"]; "ExtensionScalar" -> "DateTimeArrowScalar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "DateTimeArrowType" [URL="../../../py-api/lsst.daf.butler.arrow_utils.DateTimeArrowType.html#lsst.daf.butler.arrow_utils.DateTimeArrowType",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow extension type for `astropy.time.Time`, stored as TAI"]; "ExtensionType" -> "DateTimeArrowType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ExtensionScalar" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Concrete class for Extension scalars."]; "Scalar" -> "ExtensionScalar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ExtensionType" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="ExtensionType(DataType storage_type, extension_name)"]; "BaseExtensionType" -> "ExtensionType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RegionArrowScalar" [URL="../../../py-api/lsst.daf.butler.arrow_utils.RegionArrowScalar.html#lsst.daf.butler.arrow_utils.RegionArrowScalar",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow scalar type for `lsst.sphgeom.Region`."]; "ExtensionScalar" -> "RegionArrowScalar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RegionArrowType" [URL="../../../py-api/lsst.daf.butler.arrow_utils.RegionArrowType.html#lsst.daf.butler.arrow_utils.RegionArrowType",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow extension type for lsst.sphgeom.Region."]; "ExtensionType" -> "RegionArrowType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Scalar" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Scalar()"]; "_Weakrefable" -> "Scalar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TimespanArrowScalar" [URL="../../../py-api/lsst.daf.butler.arrow_utils.TimespanArrowScalar.html#lsst.daf.butler.arrow_utils.TimespanArrowScalar",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow scalar type for `lsst.daf.butler.Timespan`."]; "ExtensionScalar" -> "TimespanArrowScalar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TimespanArrowType" [URL="../../../py-api/lsst.daf.butler.arrow_utils.TimespanArrowType.html#lsst.daf.butler.arrow_utils.TimespanArrowType",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow extension type for lsst.daf.butler.Timespan."]; "ExtensionType" -> "TimespanArrowType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ToArrow" [URL="../../../py-api/lsst.daf.butler.arrow_utils.ToArrow.html#lsst.daf.butler.arrow_utils.ToArrow",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An abstract interface for converting objects to an Arrow field of the"]; "ABC" -> "ToArrow" [arrowsize=0.5,style="setlinewidth(0.5)"]; "UUIDArrowScalar" [URL="../../../py-api/lsst.daf.butler.arrow_utils.UUIDArrowScalar.html#lsst.daf.butler.arrow_utils.UUIDArrowScalar",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow scalar type for `uuid.UUID`."]; "ExtensionScalar" -> "UUIDArrowScalar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "UUIDArrowType" [URL="../../../py-api/lsst.daf.butler.arrow_utils.UUIDArrowType.html#lsst.daf.butler.arrow_utils.UUIDArrowType",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An Arrow extension type for `astropy.time.Time`, stored as TAI"]; "ExtensionType" -> "UUIDArrowType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "_Weakrefable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; }lsst.daf.butler.column_spec Module¶
Classes¶
|
Description of an integer column. |
|
Description of a string column. |
|
Description of a hash digest. |
|
Description of a float column. |
|
Description of a bool column. |
|
Description of a UUID column. |
|
Description of a region column. |
|
Description of a timespan column. |
Class Inheritance Diagram¶
digraph inheritanceef78db2551 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "BaseModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Usage docs: https://docs.pydantic.dev/2.5/concepts/models/"]; "BoolColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.BoolColumnSpec.html#lsst.daf.butler.column_spec.BoolColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of a bool column."]; "_BaseColumnSpec" -> "BoolColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "FloatColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.FloatColumnSpec.html#lsst.daf.butler.column_spec.FloatColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of a float column."]; "_BaseColumnSpec" -> "FloatColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "HashColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.HashColumnSpec.html#lsst.daf.butler.column_spec.HashColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of a hash digest."]; "_BaseColumnSpec" -> "HashColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "IntColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.IntColumnSpec.html#lsst.daf.butler.column_spec.IntColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of an integer column."]; "_BaseColumnSpec" -> "IntColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RegionColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.RegionColumnSpec.html#lsst.daf.butler.column_spec.RegionColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of a region column."]; "_BaseColumnSpec" -> "RegionColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "StringColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.StringColumnSpec.html#lsst.daf.butler.column_spec.StringColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of a string column."]; "_BaseColumnSpec" -> "StringColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TimespanColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.TimespanColumnSpec.html#lsst.daf.butler.column_spec.TimespanColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of a timespan column."]; "_BaseColumnSpec" -> "TimespanColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "UUIDColumnSpec" [URL="../../../py-api/lsst.daf.butler.column_spec.UUIDColumnSpec.html#lsst.daf.butler.column_spec.UUIDColumnSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Description of a UUID column."]; "_BaseColumnSpec" -> "UUIDColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "_BaseColumnSpec" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for descriptions of table columns."]; "BaseModel" -> "_BaseColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ABC" -> "_BaseColumnSpec" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.ddl Module¶
Classes¶
|
A data class used to define a table or table-like query interface. |
|
A data class for defining a column in a logical |
|
Definition of a foreign key constraint in a logical |
|
Specification of an index on table columns. |
|
A SQLAlchemy custom type for Python |
|
A SQLAlchemy custom type for Python |
|
A SQLAlchemy custom type for Python |
|
Platform-independent GUID type. |
Class Inheritance Diagram¶
digraph inheritancef08a19f489 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "AstropyTimeNsecTai" [URL="../../../py-api/lsst.daf.butler.ddl.AstropyTimeNsecTai.html#lsst.daf.butler.ddl.AstropyTimeNsecTai",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A SQLAlchemy custom type for Python `astropy.time.Time`."]; "TypeDecorator" -> "AstropyTimeNsecTai" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Base64Bytes" [URL="../../../py-api/lsst.daf.butler.ddl.Base64Bytes.html#lsst.daf.butler.ddl.Base64Bytes",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A SQLAlchemy custom type for Python `bytes`."]; "TypeDecorator" -> "Base64Bytes" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Base64Region" [URL="../../../py-api/lsst.daf.butler.ddl.Base64Region.html#lsst.daf.butler.ddl.Base64Region",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A SQLAlchemy custom type for Python `lsst.sphgeom.Region`."]; "Base64Bytes" -> "Base64Region" [arrowsize=0.5,style="setlinewidth(0.5)"]; "EventTarget" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="represents an event target, that is, something we can listen on"]; "ExternalType" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="mixin that defines attributes and behaviors specific to third-party"]; "TypeEngineMixin" -> "ExternalType" [arrowsize=0.5,style="setlinewidth(0.5)"]; "FieldSpec" [URL="../../../py-api/lsst.daf.butler.ddl.FieldSpec.html#lsst.daf.butler.ddl.FieldSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A data class for defining a column in a logical `Registry` table."]; "ForeignKeySpec" [URL="../../../py-api/lsst.daf.butler.ddl.ForeignKeySpec.html#lsst.daf.butler.ddl.ForeignKeySpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Definition of a foreign key constraint in a logical `Registry` table."]; "GUID" [URL="../../../py-api/lsst.daf.butler.ddl.GUID.html#lsst.daf.butler.ddl.GUID",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Platform-independent GUID type."]; "TypeDecorator" -> "GUID" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "IndexSpec" [URL="../../../py-api/lsst.daf.butler.ddl.IndexSpec.html#lsst.daf.butler.ddl.IndexSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Specification of an index on table columns."]; "SchemaEventTarget" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for elements that are the targets of :class:`.DDLEvents`"]; "EventTarget" -> "SchemaEventTarget" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TableSpec" [URL="../../../py-api/lsst.daf.butler.ddl.TableSpec.html#lsst.daf.butler.ddl.TableSpec",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A data class used to define a table or table-like query interface."]; "TypeDecorator" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Allows the creation of types which add additional functionality"]; "SchemaEventTarget" -> "TypeDecorator" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ExternalType" -> "TypeDecorator" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TypeEngine" -> "TypeDecorator" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TypeEngine" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="The ultimate base class for all SQL datatypes."]; "Visitable" -> "TypeEngine" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" -> "TypeEngine" [arrowsize=0.5,style="setlinewidth(0.5)"]; "TypeEngineMixin" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="classes which subclass this can act as \"mixin\" classes for"]; "Visitable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for visitable objects."]; }lsst.daf.butler.json Module¶
Functions¶
|
Convert this class to JSON form. |
|
Return new class from JSON string. |
|
Convert this class to JSON assuming that the |
|
Convert from JSON to a pydantic model. |
lsst.daf.butler.logging Module¶
Classes¶
Handle setting and unsetting of global MDC records. |
|
|
Class representing a collection of |
Python log handler that accumulates records. |
|
|
A model representing a |
|
Format a |
Class Inheritance Diagram¶
digraph inheritance6226ee4643 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "BaseModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Usage docs: https://docs.pydantic.dev/2.5/concepts/models/"]; "ButlerLogRecord" [URL="../../../py-api/lsst.daf.butler.logging.ButlerLogRecord.html#lsst.daf.butler.logging.ButlerLogRecord",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A model representing a `logging.LogRecord`."]; "BaseModel" -> "ButlerLogRecord" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ButlerLogRecordHandler" [URL="../../../py-api/lsst.daf.butler.logging.ButlerLogRecordHandler.html#lsst.daf.butler.logging.ButlerLogRecordHandler",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Python log handler that accumulates records."]; "StreamHandler" -> "ButlerLogRecordHandler" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ButlerLogRecords" [URL="../../../py-api/lsst.daf.butler.logging.ButlerLogRecords.html#lsst.daf.butler.logging.ButlerLogRecords",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class representing a collection of `ButlerLogRecord`."]; "_ButlerLogRecords" -> "ButlerLogRecords" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ButlerMDC" [URL="../../../py-api/lsst.daf.butler.logging.ButlerMDC.html#lsst.daf.butler.logging.ButlerMDC",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Handle setting and unsetting of global MDC records."]; "Filterer" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A base class for loggers and handlers which allows them to share"]; "Formatter" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Formatter instances are used to convert a LogRecord to text."]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "Handler" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Handler instances dispatch logging events to specific destinations."]; "Filterer" -> "Handler" [arrowsize=0.5,style="setlinewidth(0.5)"]; "JsonLogFormatter" [URL="../../../py-api/lsst.daf.butler.logging.JsonLogFormatter.html#lsst.daf.butler.logging.JsonLogFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Format a `LogRecord` in JSON format."]; "Formatter" -> "JsonLogFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; "RootModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Usage docs: https://docs.pydantic.dev/2.5/concepts/models/#rootmodel-and-custom-root-types"]; "BaseModel" -> "RootModel" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" -> "RootModel" [arrowsize=0.5,style="setlinewidth(0.5)"]; "StreamHandler" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A handler class which writes logging records, appropriately formatted,"]; "Handler" -> "StreamHandler" [arrowsize=0.5,style="setlinewidth(0.5)"]; "_ButlerLogRecords" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "RootModel" -> "_ButlerLogRecords" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.mapping_factory Module¶
Classes¶
|
Register the mapping of some key to a python type and retrieve instances. |
Class Inheritance Diagram¶
digraph inheritance08c3ef1933 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "MappingFactory" [URL="../../../py-api/lsst.daf.butler.mapping_factory.MappingFactory.html#lsst.daf.butler.mapping_factory.MappingFactory",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Register the mapping of some key to a python type and retrieve"]; }lsst.daf.butler.nonempty_mapping Module¶
Classes¶
|
A |
Class Inheritance Diagram¶
digraph inheritance1ec4b222e2 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "Collection" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Sized" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Iterable" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" -> "Collection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Container" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Iterable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Mapping" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A Mapping is a generic container for associating key/value"]; "Collection" -> "Mapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "NonemptyMapping" [URL="../../../py-api/lsst.daf.butler.nonempty_mapping.NonemptyMapping.html#lsst.daf.butler.nonempty_mapping.NonemptyMapping",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A `Mapping` that implicitly adds values (like"]; "Mapping" -> "NonemptyMapping" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Sized" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; }lsst.daf.butler.persistence_context Module¶
Classes¶
Helper class for deserializing butler data structures. |
Class Inheritance Diagram¶
digraph inheritance89bf6aecb2 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "PersistenceContextVars" [URL="../../../py-api/lsst.daf.butler.persistence_context.PersistenceContextVars.html#lsst.daf.butler.persistence_context.PersistenceContextVars",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Helper class for deserializing butler data structures."]; }lsst.daf.butler.progress Module¶
Classes¶
|
Public interface for reporting incremental progress in the butler and related tools. |
|
A structural interface for progress bars that wrap iterables. |
An interface for objects that can create progress bars. |
Class Inheritance Diagram¶
digraph inheritance8e379e89bb { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; "Iterable" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"]; "Progress" [URL="../../../py-api/lsst.daf.butler.progress.Progress.html#lsst.daf.butler.progress.Progress",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Public interface for reporting incremental progress in the butler and"]; "ProgressBar" [URL="../../../py-api/lsst.daf.butler.progress.ProgressBar.html#lsst.daf.butler.progress.ProgressBar",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A structural interface for progress bars that wrap iterables."]; "Iterable" -> "ProgressBar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Protocol" -> "ProgressBar" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ProgressHandler" [URL="../../../py-api/lsst.daf.butler.progress.ProgressHandler.html#lsst.daf.butler.progress.ProgressHandler",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for objects that can create progress bars."]; "ABC" -> "ProgressHandler" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Protocol" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for protocol classes."]; "Generic" -> "Protocol" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.pydantic_utils Module¶
Functions¶
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Extract the dimension universe from a Pydantic validation context dictionary. |
Classes¶
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A base class whose subclasses define a wrapper for a Pydantic-aware type that defers validation but declares the same JSON schema. |
Class Inheritance Diagram¶
digraph inheritanced4e1ca3ad4 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "DeferredValidation" [URL="../../../py-api/lsst.daf.butler.pydantic_utils.DeferredValidation.html#lsst.daf.butler.pydantic_utils.DeferredValidation",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A base class whose subclasses define a wrapper for a Pydantic-aware type"]; "Generic" -> "DeferredValidation" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Generic" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Abstract base class for generic types."]; }lsst.daf.butler.repo_relocation Module¶
Functions¶
|
Update a configuration root with the butler root location. |
Variables¶
The special string to be used in configuration files to indicate that the butler root location should be used. |
lsst.daf.butler.time_utils Module¶
Classes¶
A singleton for mapping TAI times to integer nanoseconds. |
Class Inheritance Diagram¶
digraph inheritance014186c442 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "TimeConverter" [URL="../../../py-api/lsst.daf.butler.time_utils.TimeConverter.html#lsst.daf.butler.time_utils.TimeConverter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A singleton for mapping TAI times to integer nanoseconds."]; }lsst.daf.butler.timespan_database_representation Module¶
Classes¶
An interface for representing a timespan in a database. |
Class Inheritance Diagram¶
digraph inheritance322d2b3355 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "TimespanDatabaseRepresentation" [URL="../../../py-api/lsst.daf.butler.timespan_database_representation.TimespanDatabaseRepresentation.html#lsst.daf.butler.timespan_database_representation.TimespanDatabaseRepresentation",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="An interface for representing a timespan in a database."]; "ABC" -> "TimespanDatabaseRepresentation" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.utils Module¶
Functions¶
Strip leading and trailing whitespace if the given object is not None. |
|
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Decorate a method and makes it transactional. |
Command-Line Interface Utilities¶
lsst.daf.butler.cli.butler Module¶
Functions¶
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Return main entry point for command-line. |
Classes¶
|
Extends |
|
Specialized command loader implementing the |
Class Inheritance Diagram¶
digraph inheritancee921228f93 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "ABC" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Helper class that provides a standard way to create an ABC using"]; "BaseCommand" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="The base command implements the minimal API contract of commands."]; "ButlerCLI" [URL="../../../py-api/lsst.daf.butler.cli.butler.ButlerCLI.html#lsst.daf.butler.cli.butler.ButlerCLI",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Specialized command loader implementing the ``butler`` command."]; "LoaderCLI" -> "ButlerCLI" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Command" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Commands are the basic building block of command line interfaces in"]; "BaseCommand" -> "Command" [arrowsize=0.5,style="setlinewidth(0.5)"]; "LoaderCLI" [URL="../../../py-api/lsst.daf.butler.cli.butler.LoaderCLI.html#lsst.daf.butler.cli.butler.LoaderCLI",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Extends `click.MultiCommand`, which dispatches to subcommands, to load"]; "MultiCommand" -> "LoaderCLI" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ABC" -> "LoaderCLI" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MultiCommand" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A multi command is the basic implementation of a command that"]; "Command" -> "MultiCommand" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.cli.cmd Package¶
Variables¶
Add existing datasets to a tagged collection; searches for datasets with the options and adds them to the named COLLECTION. |
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Import data into a butler repository. |
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Certify calibrations in a repository. |
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Create an empty Gen3 Butler repository. |
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Define a collection chain. |
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Dump either a subset or full Butler configuration to standard output. |
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Validate the configuration files for a Gen3 Butler repository. |
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Export calibrations from the butler for import elsewhere. |
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Ingest files from table file. |
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Query for and remove one or more datasets from a collection and/or storage. |
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Get the collections whose names match an expression. |
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List the data IDs in a repository. |
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Get the dataset types in a repository. |
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List the datasets in a repository. |
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Query for dimension information. |
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Register a new dataset type with this butler repository. |
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Retrieve file artifacts associated with datasets in a repository. |
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Remove one or more non-RUN collections. |
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Remove one or more RUN collections. |
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Remove the dataset type definitions from a repository. |
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Transfer datasets from a source butler to a destination butler. |
lsst.daf.butler.cli.opt Package¶
Classes¶
Helper class for handling different collection types. |
|
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A collection of options common to querying datasets. |
Variables¶
Wraps the click.argument decorator to enable shared arguments to be declared. |
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Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
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Wraps the click.argument decorator to enable shared arguments to be declared. |
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Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
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Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
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Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.argument decorator to enable shared arguments to be declared. |
|
Wraps the click.argument decorator to enable shared arguments to be declared. |
|
Wraps the click.argument decorator to enable shared arguments to be declared. |
|
Wraps the click.argument decorator to enable shared arguments to be declared. |
|
Wraps the click.argument decorator to enable shared arguments to be declared. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.argument decorator to enable shared arguments to be declared. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.argument decorator to enable shared arguments to be declared. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
|
Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
Class Inheritance Diagram¶
digraph inheritance9eadadba36 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "CollectionTypeCallback" [URL="../../../py-api/lsst.daf.butler.cli.opt.CollectionTypeCallback.html#lsst.daf.butler.cli.opt.CollectionTypeCallback",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Helper class for handling different collection types."]; "OptionGroup" [URL="../../../py-api/lsst.daf.butler.cli.utils.OptionGroup.html#lsst.daf.butler.cli.utils.OptionGroup",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Base class for an option group decorator. Requires the option group"]; "query_datasets_options" [URL="../../../py-api/lsst.daf.butler.cli.opt.query_datasets_options.html#lsst.daf.butler.cli.opt.query_datasets_options",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A collection of options common to querying datasets."]; "OptionGroup" -> "query_datasets_options" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.cli.utils Module¶
Functions¶
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Render astropy tables to string as they are displayed in the CLI. |
|
Print astropy tables to be displayed in the CLI. |
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Get the text type string for CLI help documentation. |
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Get a standard assert message from a click result. |
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Context manager that creates (and then cleans up) an environment that provides a CLI plugin command with the given name. |
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Add a Click argument's help message to a function's documentation. |
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Process a tuple of values, where each value may contain comma-separated values, and return a single list of all the passed-in values. |
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Process a tuple of values that are key-value pairs separated by a given separator. |
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Convert a value to upper case. |
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Remove newlines and leading whitespace from a multi-line string with a consistent indentation level. |
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Read additional values from the supplied YAML file. |
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Sort an astropy table. |
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Catch all exceptions, prints an exception traceback and signals click to exit. |
Classes¶
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A test runner to use when the logging system will be initialized by code under test, calls CliLog.resetLog(), which undoes any logging setup that was done with the CliLog interface. |
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Decorator to add a section label between options in the help text of a command. |
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Overrides click.Path to implement file-does-not-exist checking. |
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Overrides click.Option with desired behaviors. |
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Overrides click.Argument with desired behaviors. |
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Implements an Option that prints a section label in the help text and does not pass any value to the command function. |
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Wraps the click.option decorator to enable shared options to be declared and allows inspection of the shared option. |
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Wraps the click.argument decorator to enable shared arguments to be declared. |
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Command subclass that stores a copy of the args list for use by the command. |
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Command subclass with butler-command specific overrides. |
Base class for an option group decorator. |
|
|
Helper object for managing the |
Class Inheritance Diagram¶
digraph inheritancedc7a27e047 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "Argument" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Arguments are positional parameters to a command. They generally"]; "Parameter" -> "Argument" [arrowsize=0.5,style="setlinewidth(0.5)"]; "BaseCommand" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="The base command implements the minimal API contract of commands."]; "ButlerCommand" [URL="../../../py-api/lsst.daf.butler.cli.utils.ButlerCommand.html#lsst.daf.butler.cli.utils.ButlerCommand",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Command subclass with butler-command specific overrides."]; "MWCommand" -> "ButlerCommand" [arrowsize=0.5,style="setlinewidth(0.5)"]; "CliRunner" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="The CLI runner provides functionality to invoke a Click command line"]; "Command" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Commands are the basic building block of command line interfaces in"]; "BaseCommand" -> "Command" [arrowsize=0.5,style="setlinewidth(0.5)"]; "LogCliRunner" [URL="../../../py-api/lsst.daf.butler.cli.utils.LogCliRunner.html#lsst.daf.butler.cli.utils.LogCliRunner",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A test runner to use when the logging system will be initialized by code"]; "CliRunner" -> "LogCliRunner" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MWArgument" [URL="../../../py-api/lsst.daf.butler.cli.utils.MWArgument.html#lsst.daf.butler.cli.utils.MWArgument",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Overrides click.Argument with desired behaviors."]; "Argument" -> "MWArgument" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MWArgumentDecorator" [URL="../../../py-api/lsst.daf.butler.cli.utils.MWArgumentDecorator.html#lsst.daf.butler.cli.utils.MWArgumentDecorator",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Wraps the click.argument decorator to enable shared arguments to be"]; "MWCommand" [URL="../../../py-api/lsst.daf.butler.cli.utils.MWCommand.html#lsst.daf.butler.cli.utils.MWCommand",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Command subclass that stores a copy of the args list for use by the"]; "Command" -> "MWCommand" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MWCtxObj" [URL="../../../py-api/lsst.daf.butler.cli.utils.MWCtxObj.html#lsst.daf.butler.cli.utils.MWCtxObj",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Helper object for managing the `click.Context.obj` parameter, allows"]; "MWOption" [URL="../../../py-api/lsst.daf.butler.cli.utils.MWOption.html#lsst.daf.butler.cli.utils.MWOption",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Overrides click.Option with desired behaviors."]; "Option" -> "MWOption" [arrowsize=0.5,style="setlinewidth(0.5)"]; "MWOptionDecorator" [URL="../../../py-api/lsst.daf.butler.cli.utils.MWOptionDecorator.html#lsst.daf.butler.cli.utils.MWOptionDecorator",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Wraps the click.option decorator to enable shared options to be declared"]; "MWPath" [URL="../../../py-api/lsst.daf.butler.cli.utils.MWPath.html#lsst.daf.butler.cli.utils.MWPath",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Overrides click.Path to implement file-does-not-exist checking."]; "Path" -> "MWPath" [arrowsize=0.5,style="setlinewidth(0.5)"]; "Option" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Options are usually optional values on the command line and"]; "Parameter" -> "Option" [arrowsize=0.5,style="setlinewidth(0.5)"]; "OptionGroup" [URL="../../../py-api/lsst.daf.butler.cli.utils.OptionGroup.html#lsst.daf.butler.cli.utils.OptionGroup",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Base class for an option group decorator. Requires the option group"]; "OptionSection" [URL="../../../py-api/lsst.daf.butler.cli.utils.OptionSection.html#lsst.daf.butler.cli.utils.OptionSection",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Implements an Option that prints a section label in the help text and"]; "MWOption" -> "OptionSection" [arrowsize=0.5,style="setlinewidth(0.5)"]; "ParamType" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Represents the type of a parameter. Validates and converts values"]; "Parameter" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A parameter to a command comes in two versions: they are either"]; "Path" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="The ``Path`` type is similar to the :class:`File` type, but"]; "ParamType" -> "Path" [arrowsize=0.5,style="setlinewidth(0.5)"]; "option_section" [URL="../../../py-api/lsst.daf.butler.cli.utils.option_section.html#lsst.daf.butler.cli.utils.option_section",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Decorator to add a section label between options in the help text of a"]; }lsst.daf.butler.cli.cliLog Module¶
Classes¶
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A log formatter that issues accurate timezone-aware timestamps. |
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Interface for managing python logging and |
Class Inheritance Diagram¶
digraph inheritance4b44efbe25 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "CliLog" [URL="../../../py-api/lsst.daf.butler.cli.cliLog.CliLog.html#lsst.daf.butler.cli.cliLog.CliLog",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Interface for managing python logging and ``lsst.log``."]; "Formatter" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Formatter instances are used to convert a LogRecord to text."]; "PrecisionLogFormatter" [URL="../../../py-api/lsst.daf.butler.cli.cliLog.PrecisionLogFormatter.html#lsst.daf.butler.cli.cliLog.PrecisionLogFormatter",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A log formatter that issues accurate timezone-aware timestamps."]; "Formatter" -> "PrecisionLogFormatter" [arrowsize=0.5,style="setlinewidth(0.5)"]; }lsst.daf.butler.cli.progress Module¶
Classes¶
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A |