apache / apache/airavata-data-catalog
Get a list of values for a metadata field
- Dominant language
- Java
- Stars
- 10
- Forks
- 6
- PR merge metrics
- No merged PRs in 30d
Description
Implement an API method(s) to get a list of values for a metadata field. For a field with discrete values, this API method might just return all known values. However, for a field with continuous values, the API method should return a set of ranges of values (bins) where the number of records that fall within each range are roughly equivalent (similar to Pandas [qcut](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.qcut.html) function). The API method should provide a parameter for how many bins to return for continuous values.
We might want to add a "continuous or discrete" attribute to metadata fields API since this seems like an important thing to describe about a metadata field.
Also, when it comes to continuous data, that only applies to continuous data types like numeric and date-time data types.
Contributor guide
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Research direction
Start by locating the metadata fields API and reviewing how field types are currently represented. Define the API behavior for discrete fields, continuous numeric or date-time fields, and the requested bin count. Done means the contract clearly supports listing known values or returning approximately equal-frequency ranges.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java
- Domain
- api, data
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100