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... ... @@ -1,0 +1,1 @@ 1 +Artefact|Metadata set|Reference metadata|SDMX Information Model|SDMX Technical Specification|SDMX-JSON|SDMX-ML|Statistical data and metadata exchange|Statistical subject-matter domain|Structural metadata|Validation and transformation language - Content
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... ... @@ -11,47 +11,55 @@ 11 11 12 12 = 1 Introduction = 13 13 14 -The Statistical Data and Metadata Exchange (SDMX) initiative (https:~/~/www.sdmx.org) sets 3 standards that can facilitate the exchange of statistical data and metadata using modern 4 information technology. 14 +The [[Statistical Data and Metadata Exchange>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]] ([[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]) initiative (https:~/~/www.[[sdmx>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]].org) sets 3 standards that can facilitate the exchange of statistical data and metadata using modern 4 information technology. 15 15 16 -The SDMX Technical Specifications are organised into several discrete sections. 16 +The [[SDMX Technical Specifications>>doc:xwiki:Glossary.SDMX Technical Specification.WebHome]] are organised into several discrete sections. 17 17 18 -The following are published on the SDMX website ([[__https:~~/~~/www.sdmx.org__>>https://https:www.sdmx.org]]).18 +The following are published on the [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]] website 19 19 20 +([[__https:~~/~~/www.sdmx.org__>>https://https:www.sdmx.org]]). 21 + 20 20 **Section 1** **Framework for SDMX Technical Standards** – this document providing an introduction to the technical standards. 21 21 22 -**Section 2** **SDMX Information Model** - the SDMX information model is a standardised object model for modelling statistical domains centring on the structure of their data and metadata sets, the coding schemes used for classification, and the rules for controlling the exchange of data and metadata between organisations. This document provides a UML specification with supporting narrative.24 +**Section 2** **SDMX Information Model** - 23 23 24 - **Section5** **SDMXRegistrySpecification**–anSDMX‘registry’actsasarepositoryforstructuralmetadataandprovisioninginformation, andaregistryof data and metadatasources. This documentsetsoutthespecification.26 +the [[SDMX information model>>doc:xwiki:Glossary.SDMX Information Model.WebHome]] is a standardised object model for modelling [[statistical domains>>doc:xwiki:Glossary.Statistical subject-matter domain.WebHome]] centring on the structure of their data and [[metadata sets>>doc:xwiki:Glossary.Metadata set.WebHome]], the coding schemes used for classification, and the rules for controlling the exchange of data and metadata between organisations. This document provides a UML specification with supporting narrative. 25 25 26 -**Section 6** **SDMXTechnical Notes** – detailed technicalguidance forimplementors of theSDMXstandard.28 +**Section 5** **SDMX Registry Specification** – an [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]] ‘registry’ acts as a repository for [[structural metadata>>doc:xwiki:Glossary.Structural metadata.WebHome]] and provisioning information, and a registry of data and metadata sources. This document sets out the specification. 27 27 28 - ThefollowingarepublishedontheGitHubrepositoryof the SDMXStandards Technical WorkingGroup ( __[[https:~~/~~/github.com/sdmx-twg>>https://github.com/sdmx-twg]]):__30 +**Section 6** **SDMX Technical Notes** – detailed technical guidance for implementors of the [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]] standard. 29 29 30 - ===sdmx-twg/sdmx-rest–RESTAPI===32 +The following are published on the GitHub repository of the [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]] Standards Technical Working Group ([[__https:~~/~~/github.com/sdmx-twg__>>https://https:github.comsdmx-twg]]): 31 31 32 -Technical specifications for the SDMX RESTful web services application programming interfaces (API). 34 +(% class="wikigeneratedid" id="Hsdmx-twg2Fsdmx-rest2013RESTAPI" %) 35 +**sdmx-twg/sdmx-rest – REST API** 33 33 34 - ===sdmx-twg/sdmx-ml–SDMX-ML===37 +Technical specifications for the [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]] RESTful web services application programming interfaces (API). 35 35 36 -Technical specifications for the XML transmission format including XSD schemas, documentation and samples for data, structure and reference metadata messages. 39 +(% class="wikigeneratedid" id="Hsdmx-twg2Fsdmx-ml2013SDMX-ML" %) 40 +**sdmx-twg/sdmx-ml – [[SDMX-ML>>doc:xwiki:Glossary.SDMX-ML.WebHome]]** 37 37 38 - ===sdmx-twg/sdmx-json–SDMX-JSON===42 +Technical specifications for the XML transmission format including XSD schemas, documentation and samples for data, structure and [[reference metadata>>doc:xwiki:Glossary.Reference metadata.WebHome]] messages. 39 39 40 -Technical specifications for the JSON transmission format including documentation, schemas and samples for data, structure and reference metadata messages. 44 +(% class="wikigeneratedid" id="Hsdmx-twg2Fsdmx-json2013SDMX-JSON" %) 45 +**sdmx-twg/sdmx-json – [[SDMX-JSON>>doc:xwiki:Glossary.SDMX-JSON.WebHome]]** 41 41 42 - ===sdmx-twg/sdmx-csv–SDMX-CSV===47 +Technical specifications for the JSON transmission format including documentation, schemas and samples for data, structure and [[reference metadata>>doc:xwiki:Glossary.Reference metadata.WebHome]] messages. 43 43 44 -Technical specifications for the SDMX-CSV transmission format for ‘comma-separated values’ (CSV) data and reference metadata. 49 +(% class="wikigeneratedid" id="Hsdmx-twg2Fsdmx-csv2013SDMX-CSV" %) 50 +**sdmx-twg/sdmx-csv – [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]-CSV** 45 45 52 +Technical specifications for the [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]-CSV transmission format for ‘comma-separated values’ (CSV) data and [[reference metadata>>doc:xwiki:Glossary.Reference metadata.WebHome]]. 53 + 46 46 The following sections are obsolete: 47 47 48 -Section 3 - SDMX-ML - replaced by the sdmx-twg/sdmx-ml GitHub repository 56 +Section 3 - [[SDMX-ML>>doc:xwiki:Glossary.SDMX-ML.WebHome]] - replaced by the [[sdmx>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]-twg/[[sdmx-ml>>doc:xwiki:Glossary.SDMX-ML.WebHome]] GitHub repository 49 49 50 -Section 4 - SDMX-EDI 58 +Section 4 - [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]-EDI 51 51 52 -Section 7 - API - replaced by the sdmx-twg/sdmx-rest GitHub repository VTL 60 +Section 7 - API - replaced by the [[sdmx>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]-twg/[[sdmx>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]-rest GitHub repository [[VTL>>doc:xwiki:Glossary.Validation and transformation language.WebHome]] 53 53 54 -In July 2020 the SDMX 2.1 specifications were revised to add support for the Validation and Transformation Language (VTL). For 3.0, the VTL specification has been updated to align with changes to the information model and other modifications to the Standard such as the introduction of Semantic Versioning for the versioning of structural metadata artefacts. Section 2 (Information Model) sets out details of the ‘Transformation and Expressions’ package for defining and managing VTL 2.0 programs and Section 6 (Technical Notes) provides detailed guidance on implementing and using VTL with SDMX. 62 +In July 2020 the [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]] 2.1 specifications were revised to add support for the [[Validation and Transformation Language>>doc:xwiki:Glossary.Validation and transformation language.WebHome]] ([[VTL>>doc:xwiki:Glossary.Validation and transformation language.WebHome]]). For 3.0, the [[VTL>>doc:xwiki:Glossary.Validation and transformation language.WebHome]] specification has been updated to align with changes to the information model and other modifications to the Standard such as the introduction of Semantic Versioning for the versioning of [[structural metadata>>doc:xwiki:Glossary.Structural metadata.WebHome]] [[artefacts>>doc:xwiki:Glossary.Artefact.WebHome]]. Section 2 (Information Model) sets out details of the ‘Transformation and Expressions’ package for defining and managing [[VTL>>doc:xwiki:Glossary.Validation and transformation language.WebHome]] 2.0 programs and Section 6 (Technical Notes) provides detailed guidance on implementing and using [[VTL>>doc:xwiki:Glossary.Validation and transformation language.WebHome]] with [[SDMX>>doc:xwiki:Glossary.Statistical data and metadata exchange.WebHome]]. 55 55 56 56 = 2 Change History = 57 57 ... ... @@ -85,7 +85,8 @@ 85 85 86 86 SDMX version 3.0 introduces new features, improvements and changes to the Standard in the following key areas: 87 87 88 -===== Information Model ===== 96 +(% class="wikigeneratedid" id="HInformationModel" %) 97 +**Information Model** 89 89 90 90 * Simplification and improvement of the reference metadata model 91 91 * Support for microdata ... ... @@ -95,11 +95,13 @@ 95 95 * Improvements to code hierarchies for data discovery 96 96 * Improvements to constraints 97 97 98 -===== Versioning of Structural Metadata Artefacts ===== 107 +(% class="wikigeneratedid" id="HVersioningofStructuralMetadataArtefacts" %) 108 +**Versioning of Structural Metadata Artefacts** 99 99 100 100 * Adoption of the three-number semantic versioning standard for structural metadata artefacts (__[[https:~~/~~/semver.org>>url:https://semver.org/]])__ 101 101 102 -===== REST Web Services Application Programming Interface (API) ===== 112 +(% class="wikigeneratedid" id="HRESTWebServicesApplicationProgrammingInterface28API29" %) 113 +**REST Web Services Application Programming Interface (API)** 103 103 104 104 * Change to a single ‘structure’ resource for structure queries simplifying the REST API specification by reducing the number of resources to five 105 105 * Improvements to data queries ... ... @@ -106,11 +106,13 @@ 106 106 * Improvements to reference metadata queries 107 107 * Support for structural metadata maintenance using HTTP PUT, POST and DELETE verbs 108 108 109 -===== SOAP Web Services API ===== 120 +(% class="wikigeneratedid" id="HSOAPWebServicesAPI" %) 121 +**SOAP Web Services API** 110 110 111 111 * The SOAP web services API has been deprecated with version 3.0 standardising on REST 112 112 113 -===== XML, JSON, CSV and EDI Transmission formats ===== 125 +(% class="wikigeneratedid" id="HXML2CJSON2CCSVandEDITransmissionformats" %) 126 +**XML, JSON, CSV and EDI Transmission formats** 114 114 115 115 * The SDMX-ML, SDMX-JSON and SDMX-CSV specifications have been extended and modified where needed to support the new features and changes such as reference metadata and microdata 116 116 * Obsolete SDMX-ML data message variants including Generic, Compact, Utility and Cross-sectional have been deprecated standardising on Structure Specific Data as the sole XML format for data exchange ... ... @@ -222,7 +222,7 @@ 222 222 * //**Dataflow Definition:**// In SDMX, data sets are reported or disseminated according to a data flow definition. The data flow definition identifies the data structure definition and may be associated with one or more subject matter domains via a Categorisation (this facilitates the search for data according to organised category schemes). Constraints, in terms of reporting periodicity or sub set of possible keys that are allowed in a data set, may be attached to the data flow definition. 223 223 * //**Metadataflow Definition:**// A metadata flow definition is very similar to a data flow definition, but describes, categorises, and constrains metadata sets. 224 224 * //**Data Provider: **//An organization which produces data is termed a data provider. 225 -* //**Metadata Provider: **//An organization which produces reference metadata is termed a metadata provider. // //238 +* //**Metadata Provider: **//An organization which produces reference metadata is termed a metadata provider. 226 226 * //**Provision Agreement (Metadata Provision Agreement):**// The set of information which describes the way in which data sets and metadata sets are provided by a data/metadata provider. A provision agreement can be constrained in much the same way as a data or metadata flow definition. Thus, a data provider can express the fact that it provides a particular data flow covering a specific set of countries and topics, Importantly, the actual source of registered data or metadata is attached to the provision agreement (in terms of a URL). The term “agreement” is used because this information can be understood as the basis of a “service-level agreement”. In SDMX, however, this is informational metadata to support the technical systems, as opposed to any sort of contractual information (which is outside the scope of a technical specification). In version 3.0, metadata provision agreement and data provision agreement are two separate artefacts. 227 227 * //**Constraint:**// Data and Metadata Constraints describe a subset of a data source or metadata source, and may also provide information about scheduled releases of data. They are associated with data / metadata providers, provision agreements, data flows, metadataflows, data structure definitions and metadata structure definitions. 228 228 * //**Structure Map: **//Structure maps describes a mapping between data structure definitions or dataflows for the purpose of transforming a data set into a different structure. The mapping rules are defined using one or more component maps which each map in turn describes how one or more components from the source data 534 structure definition map to one or more components in that of the target. Represent maps act as lookup tables and specific provision is made for mapping dates and times. ... ... @@ -267,10 +267,8 @@ 267 267 268 268 SDMX provides a way of modelling statistical data, and defines the set of metadata constructs used for this purpose. Because SDMX specifies a number of transmission formats for expressing data and structural metadata, the model is used as a mechanism for guaranteeing that transformation between the different formats is lossless. In this sense, all of the formats are syntax-bound expressions of the common information model. 269 269 270 -SDMX recognizes that statistical data is structured; in SDMX this structure is termed a Data Structure Definition. “Data sets” are made up of one or more lower-level “groups”, based on their degrees of similarity. Each group is in turn comprised of one or more “series” of data. Each series or section has a “key” - values for each of a cluster of concepts, also called 283 +SDMX recognizes that statistical data is structured; in SDMX this structure is termed a Data Structure Definition. “Data sets” are made up of one or more lower-level “groups”, based on their degrees of similarity. Each group is in turn comprised of one or more “series” of data. Each series or section has a “key” - values for each of a cluster of concepts, also called "dimensions" - which identifies it, and one or more “observations”, which typically combine the time of the observation, and the value of the observation (e.g., measurement). Additionally, metadata may be attached at any level of this structure as descriptive “attributes”. Code lists (enumerations) and other patterns for representation of data and metadata are also modelled. 271 271 272 -"dimensions" - which identifies it, and one or more “observations”, which typically combine the time of the observation, and the value of the observation (e.g., measurement). Additionally, metadata may be attached at any level of this structure as descriptive “attributes”. Code lists (enumerations) and other patterns for representation of data and metadata are also modelled. 273 - 274 274 There is some similarity between “cube” structures commonly used to process statistical data, and the Data Structure Definition idea in the SDMX Information Model. It is important to note that the data as structured according to the SDMX Information Model is optimized for exchange, potentially with partners who may have no ability to process a “cube” of data coming from complex statistical systems. SDMX time series can be understood as “slices” of the cube. Such a slice is identified by its key. A "series" key consists of the values for all dimensions specified by the key family except time. Thus, it is possible to reconstruct and describe data cubes from SDMX-structured data, and to exchange such databases using the interfaces and formats provided for that purpose in the standard. Additional objects such as hierarchical code lists, constraints and structure maps make it possible to more fully model the structure of cubes. 275 275 276 276 The information model also provides a view of reference metadata: a mechanism for referencing the meaningful “objects” within the SDMX view of statistical exchange processes (data providers, structures, provisioning agreements, dataflows, metadata flows, etc.) to which metadata is attached; a mechanism for describing a set of meaningful concepts, of organizing them into a presentational structure, and of indicating how their values are represented. This is based on a simple, hierarchical view of reference metadata which is common to many metadata systems and classification/categorization schemes. SDMX provides a model (and XML and JSON formats) for both describing reference metadata structures, and of reporting reference metadata according to those structures. ... ... @@ -295,12 +295,10 @@ 295 295 Many XML tools and technologies have expectations about the functions performed by an XML schema, one of which is a very direct relationship between the XML constructs described in the XML schema and the tagged data in the XML instance. Strong data typing is also considered normal, supporting full validation of the tagged data. These message types are designed to support validation and other expected XML schema functions. 296 296 297 297 1. //Generic Metadata~:// For the exchange of reference metadata sets. ‘Generic’ means the XML elements and XML attributes are the same regardless of the metadata set. 298 -1. //Registry~:// All of the possible interactions with the SDMX registry services are supported using SDMX-ML interfaces and REST API calls. Submission of structural metadata content, data / metadata registrations and subscriptions is performed by a synchronous exchange of documents – a “request” message answered by a 309 +1. //Registry~:// All of the possible interactions with the SDMX registry services are supported using SDMX-ML interfaces and REST API calls. Submission of structural metadata content, data / metadata registrations and subscriptions is performed by a synchronous exchange of documents – a “request” message answered by a “response” message. 299 299 300 - “response”message.311 +== 5.2 SDMX-JSON == 301 301 302 -== {{id name="_Toc56241"/}}5.2 SDMX-JSON == 303 - 304 304 SDMX-JSON is the JSON transmission format specification for exchanging structural metadata, data and reference metadata. It provides an alternative to SDMX-ML and is most suited to applications like web data dissemination. 305 305 306 306 SDMX-JSON messages serve the same function as those of the XML formats but have a different structure. For data, an important distinction is that they carry both component codes and labels which provides all the information needed to display the content in a single JSON response. The XML Structure-specific Data format by contrast carries only code IDs thus requiring applications obtain and hold structural metadata about the data set in order to display the content in human-readable form. ... ... @@ -313,7 +313,7 @@ 313 313 1. //Data: //For the exchange of data. Unlike SDMX-ML, the structure of a SDMX-JSON data message is not specific to the DSDs of the data sets so schema validation will not check for compliance of the data with the DSDs. 314 314 1. //Metadata//: For the exchange of reference metadata sets. 315 315 316 -== {{id name="_Toc56242"/}}5.3 SDMX-CSV ==325 +== 5.3 SDMX-CSV == 317 317 318 318 SDMX-CSV is the CSV transmission format specification for exchanging data and reference metadata only. 319 319 ... ... @@ -324,7 +324,7 @@ 324 324 1. //Data//: For the exchange of data. Like SDMX-JSON, SDMX-CSV can include both code IDs and labels which is helpful when using the data to create human readable charts and dashboards. 325 325 1. //Metadata//: For the exchange of reference metadata sets. 326 326 327 -== {{id name="_Toc56243"/}}5.4 Formats and Messages Deprecated in Version 3.0 ==336 +== 5.4 Formats and Messages Deprecated in Version 3.0 == 328 328 329 329 The following formats and messages have been deprecated in version 3.0 to simplify, modernise and rationalise the standard. 330 330 ... ... @@ -341,35 +341,35 @@ 341 341 * SDMX-ML Query messages 342 342 * SDMX-ML Submit Structure Request messages 343 343 344 -= {{id name="_Toc56244"/}}6Dependencies on SDMX content-oriented guidelines =353 += 6 Dependencies on SDMX content-oriented guidelines = 345 345 346 346 The technical standards proposed here are designed so that they can be used in conjunction with other SDMX guidelines which are more closely tied to the content and semantics of statistical data exchange. The SDMX Information Model works equally well with any statistical concept, but to encourage interoperability, it is also necessary to standardize and harmonize the use of specific concepts and terminology. To achieve this goal, SDMX creates and maintains guidelines for cross-domain concepts, terminology, and structural definitions. There are three major parts to this effort. 347 347 348 -== {{id name="_Toc56245"/}}6.1 Cross-Domain Concepts ==357 +== 6.1 Cross-Domain Concepts == 349 349 350 350 The SDMX Cross-Domain Concepts is a content guideline concerning concepts which are used across statistical domains. This list is expected to grow and to be subject to revision as SDMX is used in a growing number of domains. The use of the SDMX Cross-Domain Concepts, where appropriate, provides a framework to further promote interoperability among organisations using the technical standards presented here. The harmonization of statistical concepts includes not only the definitions of the concepts, and their names, but also, where appropriate, their representation with standard code lists, and the role they play within data structure definitions and metadata structure definitions. 351 351 352 352 The intent of this guideline is two-fold: to provide a core set of concepts which can be used to structure statistical data and metadata, to promote interoperability between systems (“structural metadata”, as described above); and to promote the exchange of metadata more widely, with a set of harmonized concept names and definitions for other types of metadata (“reference metadata”, as defined above.) 353 353 354 -== {{id name="_Toc56246"/}}6.2 Metadata Common Vocabulary ==363 +== 6.2 Metadata Common Vocabulary == 355 355 356 356 The Metadata Common Vocabulary is an SDMX guideline which provides definition of terms to be used for the comparison and mapping of terminology found in data structure definitions and in other aspects of statistical metadata management. Essentially, it provides ISOcompliant definitions for a wide range of statistical terms, which may be used directly, or against which other terminology systems may be mapped. This set of terms is inclusive of the terminology used within the SDMX Technical Standards. 357 357 358 358 The MCV provides definitions for terms on which the SDMX Cross-Domain Metadata Concepts work is built. 359 359 360 -== {{id name="_Toc56247"/}}6.3 Statistical Subject-Matter Domains ==369 +== 6.3 Statistical Subject-Matter Domains == 361 361 362 362 The Statistical Subject-Matter Domains is a listing of the breadth of statistical information for the purposes of organizing widespread statistical exchange and categorization. It acts as a standard scheme against which the categorization schemes of various counterparties can be mapped, to facilitate interoperable data and metadata exchange. It serves another useful purpose, however, which is to allow an organization of corresponding “domain groups”, each of which could define standard data structure definitions, concepts, etc. within their domains. Such groups already exist within the international community. SDMX would use the Statistical Subject-Matter Domains list to facilitate the efforts of these groups to develop the kinds of content standards which could support the interoperation of SDMX-conformant technical systems within and across statistical domains. The organisation of the content of such schemes is supported in SDMX as a Category Scheme. 363 363 364 364 SDMX Statistical Subject-Matter Domains will be listed and maintained by the SDMX Initiative and will be subject to adjustment. 365 365 366 -== {{id name="_Toc56248"/}}6.4 SDMX Concept Roles ==375 +== 6.4 SDMX Concept Roles == 367 367 368 368 These guidelines define the standard set of SDMX Concept Roles and their use. This set of standard SDMX Concepts are implemented as a cross-domain Concept Scheme that defines the set of concept roles and gives examples on concept role implementation in SDMX 2.0, 2.1 and 3.0. A concept role gives a particular context to a concept for easy and systematic interpretation by machine processing and visualization tools. For example, the concepts REPORTING_AREA and COUNTERPART_AREA are different concepts but they are both geographical characteristics, therefore they can be associated with the same concept role ID: "GEO". This allows visualization systems to interpret these concepts as geographical data in order to generate maps. The implementation of concept roles is different in versions 2.0 and 2.1/3.0 of the SDMX technical standard. Specifically for SDMX 3.0, this set of roles is considered a normative list that must be interpreted in the same way by all organisations. 369 369 370 370 Additional roles may be provided via the standard roles’ mechanism in SDMX 3.0, i.e., via Concept Schemes; the semantics of these roles have to be agreed bilateraly in data exchanges. The Concept Roles are available as an SDMX Concept Scheme on the SDMX Global Registry. 371 371 372 -= {{id name="_Toc56249"/}}7 Validation and Transformation Language =381 += 7 Validation and Transformation Language = 373 373 374 374 For many years the SDMX initiative has been fostering and supporting the development of a standard calculation language, called Validation and Transformation Language (VTL). A blueprint for defining calculations was already described in the original SDMX 2.1 specifications (package 13 of the Information Model - “Transformations and Expressions”). It was just a basic framework that required further developments to became operational in order to achieve a calculation language able to manipulate SDMX artefacts. 375 375
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