djutils

djutils provides helpful tools for creating datajoint pipelines.

Install

pip3 install git+https://github.com/cajal/djutils.git

Getting Started

Standard lookup and computed datajoint tables can be created as follows:

from djutils import Schema

schema = Schema(...)

@schema.lookup
class ExampleLookup:
    definition = """
    ...
    """

@schema.computed
class ExampleComputed:
    definition = """
    ...
    """

    def make(self, key):
        ...

In addition, djutils provides table designs that are useful for creating composable and row-oriented pipelines that depend on abstractions, not concretions.

@schema.link
class Abstract:
    links = [ConcreteTableA, ConcreteTableB, ...]
    name = "abstract"


@schema.set
class ExampleSet:
    keys = [TableA, TableB, ...]
    name = "exampleset"


@schema.list
class ExampleList:
    keys = [TableA, TableB, ...]
    name = "examplelist"

... and much more.