[MarkLogic Dev General] Difficulty modeling our data in MarkLogic
faron.fullbright at msci.com
Wed Apr 25 07:04:13 PDT 2012
We are evaluating the potential to use MarkLogic for indexing and storage of content and have come across a use case that doesn't seem to map well to the MarkLogic indexing model.
Just wanted to describe the data model we are using (or at least that section of it that applies to this case), and see if we're potentially overlooking something.
Our primary requirement for indexing revolves around custom tags that we allow clients to associate with objects. These custom tags are name/value pairs, and the values can have various types (string, date, datetime, real, int, etc.).
We need to be able to support fast range queries (that account for data type), fast ordering, and fast aggregation of distinct values across these tags. Each of these operations needs to consider the tag name and value and the value's type.
I believe this would be a nice fit for pre-defined Range Indexes in MarkLogic if we had a finite, predetermined set of tag names and could create distinct elements for each tag name and could predefine a Range Index for each. But since the set of potential tag names is unlimited, and since one tag name could be potentially associated with values that have multiple types, we can't really predefine anything.
Based on the documentation we've seen, we might potentially be able to get the functionality that I describe above to work using xpath queries against the standard indexes that MarkLogic builds when importing an XML document, but our concern is that, in the absence of Range Indexes, we would lack scalability (we need fast performance across a large number of objects each of which would have a large number of tags).
Is there some way to work around this with Range Indexes?
An example fragment of data:
Note: we would need dateTag values to have type date, stringTag values to have type string, and realTag values to have type real for purposes of filtering, sorting, etc.
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