How to represent a data tree in SQL?

I’ve bookmarked this slidshare about SQL-Antipatterns, which discusses several alternatives: http://www.slideshare.net/billkarwin/sql-antipatterns-strike-back?src=embed The recommendation from there is to use a Closure Table (it’s explained in the slides). Here is the summary (slide 77): | Query Child | Query Subtree | Modify Tree | Ref. Integrity Adjacency List | Easy | Hard | Easy | Yes Path … Read more

What type of NoSQL database is best suited to store hierarchical data?

MongoDB and CouchDB offer solutions, but not built in functionality. See this SO question on representing hierarchy in a relational database as most other NoSQL solutions I’ve seen are similar in this regard; where you have to write your own algorithms for recalculating that information as nodes are added, deleted and moved. Generally speaking you’re … Read more

Resampling Within a Pandas MultiIndex

pd.Grouper allows you to specify a “groupby instruction for a target object”. In particular, you can use it to group by dates even if df.index is not a DatetimeIndex: df.groupby(pd.Grouper(freq=’2D’, level=-1)) The level=-1 tells pd.Grouper to look for the dates in the last level of the MultiIndex. Moreover, you can use this in conjunction with … Read more

Convert a series of parent-child relationships into a hierarchical tree?

This requires a very basic recursive function to parse the child/parent pairs to a tree structure and another recursive function to print it out. Only one function would suffice but here’s two for clarity (a combined function can be found at the end of this answer). First initialize the array of child/parent pairs: $tree = … Read more

How to create a MySQL hierarchical recursive query?

For MySQL 8+: use the recursive with syntax. For MySQL 5.x: use inline variables, path IDs, or self-joins. MySQL 8+ with recursive cte (id, name, parent_id) as ( select id, name, parent_id from products where parent_id = 19 union all select p.id, p.name, p.parent_id from products p inner join cte on p.parent_id = cte.id ) … Read more

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