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Metadata Validation

Schema HIrearchy

The ESGF Publishing Services enforce record validation: before being ingested into the metadata index, all incoming records are validated for basic compliance requirements, and optionally for project-specific compliance.

Record validation is based on meta-schemas - XML document instances that encode the rules to be applied by the validation engine. Currently, meta- schemas are distributed as part of the "esgf-search" module in the ESGF GitHub repository, in the future they might be made available and read from some URL location. Meta-schemas are modularized to encode distinct sets of requirements. Specifically at this time the following schemas are available:

  • esgf.xml : contains core requirements that ALL XML records must comply with (each record must have an "id", a "type", a "title", etc.). This schema is always enforced.

  • geo.xml : contains requirements for Earth Sciences data. This schema is always enforced, but all of its elements are optional so it only applies to Earth Sciences datasets.

  • cmip5.xml : contains requirements specific to CMIP5 model data (and similar datasets such as obs4MIPs and ana4MIPs). This schema is enforced only if the publisher agent explicitly requests it (in "pull" operations), or flags the records as such (in "push" operations).

Solr compliance

Solr uses its own schema definition document (schema.xml inside each core conf/ directory) to validate the incoming metadata records. Unfortunately, this document lacks all the information that is needed for ESGF validation, and therefore ESGF metadata must be defined in two different places.

Luckily, the definition of ESGF metadata fields within the Solr schema.xml document may be greatly shortened by defining some naming conventions:

  • Some fields such as id, title, type, etc. are defined explicitely either because they are single-valued, or because they are of type date, float, etc.
  • Fields that start or end in "date" are considered of type "date" and can only have one value
  • Otherwise, all other fields are considered multiple-values, and of type string

Meta-Schemas

ESGF meta-schemas are XML documents (conforming to a single XSD schema) that allow for encoding of a complex validation semantics, specifically:

  • The required and optional metadata elements and their cardinality.
  • The metadata element type, including advanced or custom types such as "uuid". The default type if not specified is "string".
  • The record types to which they apply: "Dataset", "File", "Aggregation". By default, they apply to all record types.
  • An optional minimum value and maximum value for numeric fields.
  • An optional controlled vocabulary for string fields.

Meta-schemas are parsed by the ESGF validation engine, that enforces the corresponding rules on the incoming XML records (after converting them to Java objects). The validation engine may also apply higher logic to specific fields: for example, "url" fields are inspected for being of the form "url|mimeType|serverName". Note that currently the ESGF validation engine adopts a "lenient" approach: if a metadata field is found in the incoming XML record, but not constrained by any meta-schema requirement, it is still ingested as a multi-valued field of type "string" (assuming it is not defined otherwise by the Solr engine own schema, in which case the field will pass ESGF validation but may be rejected by Solr).

As mentioned, "core" validation is enforced for all publishing operations - both "push" and "pull". Additional validation based on some other schema (such as "schema=cmip5") must be requested by the client:

  • pull publishing : the additional HTTP POST parameter "schema=...." must be specified
  • push publishing : the Solr/XML document that is the payload of the request must be flagged as conforming to the desired schema via the "doc@schema" XML attribute (which is ignored by the Solr engine upon ingestion). Note that no validation is applied to un-publishing or delete operations (as the only field that matters is the record "id").

Appendix: XSD versus ESGF meta-schemas

Historically, the following considerations led to the decision of using custom meta-schemas instead of standard XSD documents for validating ESGF records:

  • Advantages of XSD documents:
    • Validation can be performed by standard libraries available in all languages.
    • XML records conforming to XSD schemas can be validated by non-ESGF software and engines.
  • Disadvantages of XSD schemas:
    • XSDs are written in a very complex and verbose syntax, that require humans to gain specific training to understand and modify
    • At this time, XSDs require optional metadata fields to follow a specific order in the document (this will change in the near future, but library support will take some time).
  • Advantages of ESGF meta-schemas
    • They are much simpler than XSD schemas...
    • ...yet they allow to encode a richer semantics such as record type dependency, custom metadata types, etc.
    • They can be enforced on XML documents conforming to Solr/XML, as opposed to documents conforming to some other XSD schema. Solr/XML documents are very simple, uniform across all projects, and can be directly ingested into Solr without the need for an additional conversion.
    • The validating engine can apply any additional custom logic (for example, for "url" fields).
Last Update: Nov. 12, 2015, 9:20 a.m. by Sylvia Murphy
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