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# Overview > This issue is not a part of first iteration of work and created for a future implementation if possible See - https://github.com/frictionlessdata/datapackage-js#foreign-keys
# Overview We inherited Report metadata object from `goodtables`; it provides a lot of context for errors but it's not optimized for storing and transportation as error descriptions and messages...
# Overview Currently, it's not available as a public API although people would like to use it for static metadata conversion ## Implementation Extract correspondent code to `portats.zenodo.mapper.ZenodoMapper` (functions `to_schema/from_schema`...
# Overview In v5 branch for this test: ``` def test_pandas_parser_write_types(): source = Package("data/storage/types.json").get_resource("types") target = source.write(format="pandas") with target: # Assert schema assert target.schema.to_descriptor() == { "fields": [ {"name": "any",...
# Overview We have a plan to use COPY/LOAD when our SQL plugin is finished - https://github.com/frictionlessdata/frictionless-py/issues/405 - but, currently, out Storage API is an object of possible improvements so...
# Overview We have some functions that require collecting data in memory like: - `checks.duplicate_row` - `checks.deviated_cell/value` - `resource.analyze` - etc We might provide an internal cache system (switching to...
# Overview Parallelization can be added to some steps/etc
# Overview We need an ability to save metadata + data (package + all resources)
# Overview As a part of v6's transform work. Probably we need to make it immutable (proxy for cells) for performance