numina.types
— Data types¶
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class
numina.types.base.
DataTypeBase
(*args, **kwds)¶ Base class for input/output types of recipes.
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static
create_db_info
()¶ Create metadata structure
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extract_db_info
(obj, db_info_keys)¶ Extract metadata from serialized file
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classmethod
isproduct
()¶ Check if the DataType is the product of a Recipe
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name
()¶ Unique name of the datatype
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update_meta_info
()¶ Extract my metadata
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static
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class
numina.types.array.
ArrayNType
(dimensions, default=None)¶
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class
numina.types.array.
ArrayType
(default=None)¶ A type of array.
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convert
(obj)¶ Basic conversion to internal type
This method is intended to be redefined by subclasses
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Basic Data Products
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class
numina.types.dataframe.
DataFrame
(frame=None, filename=None)¶ A handle to a image in disk or in memory.
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class
numina.types.datatype.
AnyType
¶ Type representing anything
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convert
(obj)¶ Basic conversion to internal type
This method is intended to be redefined by subclasses
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class
numina.types.datatype.
AutoDataType
(*args, **kwargs)¶ Data type for types that are its own python type
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class
numina.types.datatype.
DataType
(ptype, default=None, **kwds)¶ Base class for input/output types of recipes.
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convert
(obj)¶ Basic conversion to internal type
This method is intended to be redefined by subclasses
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convert_in
(obj)¶ Basic conversion to internal type of inputs.
This method is intended to be redefined by subclasses
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convert_out
(obj)¶ Basic conversion to internal type of outputs.
This method is intended to be redefined by subclasses
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class
numina.types.datatype.
ListOfType
(ref, index=0, nmin=None, nmax=None, accept_scalar=False)¶ Data type for lists of other types.
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convert
(obj)¶ Basic conversion to internal type
This method is intended to be redefined by subclasses
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class
numina.types.datatype.
NullType
¶ Data type for None.
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convert
(obj)¶ Basic conversion to internal type
This method is intended to be redefined by subclasses
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class
numina.types.datatype.
PlainPythonType
(ref=None, validator=None)¶ Data type for Python basic types.
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convert
(obj)¶ Basic conversion to internal type
This method is intended to be redefined by subclasses
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class
numina.types.frame.
DataFrameType
(datamodel=None)¶ A type of DataFrame.
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convert
(obj)¶ Convert
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extract_db_info
(obj, keys)¶ Extract tags from serialized file
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validate
(value)¶
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class
numina.types.linescatalog.
DataProductType
(ptype, default=None)¶
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class
numina.types.linescatalog.
LinesCatalog
¶ -
extract_db_info
(obj, keys)¶ Extract metadata from serialized file
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Quality control for Numina-based applications.
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class
numina.types.qc.
QC
¶
QA Levels¶
The numeric values of the QC levels are given in this table.
Level | Numeric value |
---|---|
GOOD |
100 |
FAIR |
90 |
BAD |
70 |
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class
numina.types.structured.
BaseStructuredCalibration
(instrument='unknown', datamodel=None)¶ Base class for structured calibration data
Parameters: instrument (str) – Instrument name dict – dictionary of selection fields
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uuid
¶ str – UUID of the result
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extract_db_info
(obj, keys)¶ Extract metadata from serialized file
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update_meta_info
()¶ Extract metadata from myself