MDX Builder

MDX Builder generates valid MDX queries from structured inputs for OLAP cubes, helping BI professionals fetch measures across dimensions efficiently.

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About This Tool

MDX Builder converts structured inputs into MDX queries for OLAP cubes. It addresses data analysts and BI developers who need to retrieve measures across dimensions with minimal hand-coding. By standardizing input models, it reduces repetitive scripting and helps teams reuse named sets and templates.
Conceptually, the tool maps inputs such as cube_name, measures, dimensions, hierarchies, and filters into a syntactically valid MDX statement. It assembles sets using CROSSJOIN, applies NON EMPTY to minimize empty results, and injects optional WITH MEMBER declarations for calculated metrics. The WHERE clause supports slicers to scope the cube, while max_rows controls result size.
Who benefits: analysts and data scientists performing explorations, BI developers building dashboards, and cube administrators enforcing consistent query patterns across projects. The output is a single MDX string suitable for copy/paste into clients, schedulers, or execution layers.
Unique value and core features include a robust input model, validation, error handling, and support for calculated members, named sets, subselects, and crossjoins. Use cases include year-over-year revenue by region, product-category analysis, ad hoc exploration, and scenario planning.

How to Use

  1. Provide inputs: cube_name, measures, and dimensions.
  2. Add optional filters and slicers to constrain results.
  3. Define calculated_members and nonempty/sort preferences.
  4. Generate the MDX query string.
  5. Retrieve mdx_query for execution or export.
How to use mdx builder

Frequently Asked Questions

Find Quick Answers

What if a requested measure doesn't exist?
When cube metadata is available, the tool validates measures against the cube's measure list. If a measure is missing, it returns an error code MEASURE_NOT_FOUND and suggests closest matches or an alternative measure. Users can adjust inputs and retry.
Can I include calculated members?
Yes. You can define calculated_members with MDX expressions. The generator emits WITH MEMBER clauses and exposes the created member on the appropriate axis, enabling derived metrics such as growth rate or running totals without manual MDX construction.
Does the tool validate cube name?
Cube name validation depends on available metadata. With metadata, the tool checks that the cube exists and member paths are valid, returning INVALID_CUBE or INVALID_MEMBER as needed; without metadata, validation focuses on syntax structure only.
Can I export the MDX result?
The tool returns a ready MDX string for downstream use. Export, clipboard, or file saving are handled by the consuming application or UI layer rather than the MDX generator itself.

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