Changes for page SDMX 3.1 Standards. Section 1. Framework
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... ... @@ -14,7 +14,7 @@ 14 14 15 15 The SDMX Technical Specifications are organised into several discrete sections. 16 16 17 -The following are published on the SDMX website ([[__https:~~/~~/www.sdmx.org__>>https://https:www.sdmx.org]] ):17 +The following are published on the SDMX website ([[__https:~~/~~/www.sdmx.org__>>url:https://www.sdmx.org/]][[)>>url:https://www.sdmx.org/]]: 18 18 19 19 **Section 1** **Framework for SDMX Technical Standards** – this document providing an introduction to the technical standards. 20 20 ... ... @@ -84,8 +84,7 @@ 84 84 85 85 SDMX version 3.0 introduces new features, improvements and changes to the Standard in the following key areas: 86 86 87 -(% class="wikigeneratedid" id="HInformationModel" %) 88 -**Information Model** 87 +==== Information Model ==== 89 89 90 90 * Simplification and improvement of the reference metadata model 91 91 * Support for microdata ... ... @@ -95,13 +95,11 @@ 95 95 * Improvements to code hierarchies for data discovery 96 96 * Improvements to constraints 97 97 98 -(% class="wikigeneratedid" id="HVersioningofStructuralMetadataArtefacts" %) 99 -**Versioning of Structural Metadata Artefacts** 97 +==== Versioning of Structural Metadata Artefacts ==== 100 100 101 101 • Adoption of the three-number semantic versioning standard for structural metadata artefacts ([[__https:~~/~~/semver.org__>>https://https:semver.org]]) 102 102 103 -(% class="wikigeneratedid" id="HRESTWebServicesApplicationProgrammingInterface28API29" %) 104 -**REST Web Services Application Programming Interface (API)** 101 +==== REST Web Services Application Programming Interface (API) ==== 105 105 106 106 * Change to a single ‘structure’ resource for structure queries simplifying the REST API specification by reducing the number of resources to five 107 107 * Improvements to data queries ... ... @@ -108,13 +108,11 @@ 108 108 * Improvements to reference metadata queries 109 109 * Support for structural metadata maintenance using HTTP PUT, POST and DELETE verbs 110 110 111 -(% class="wikigeneratedid" id="HSOAPWebServicesAPI" %) 112 -**SOAP Web Services API** 108 +==== SOAP Web Services API ==== 113 113 114 -• The SOAP web services API has been deprecated with version 3.0 standardising on REST 110 +• The SOAP web services API has been deprecated with version 3.0 standardising on REST** ** 115 115 116 -(% class="wikigeneratedid" id="HXML2CJSON2CCSVandEDITransmissionformats" %) 117 -**XML, JSON, CSV and EDI Transmission formats** 112 +==== XML, JSON, CSV and EDI Transmission formats ==== 118 118 119 119 * 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 120 120 * 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 ... ... @@ -136,26 +136,24 @@ 136 136 137 137 The SDMX 3.0 Major Changes document provides more information including an analysis of the breaking changes. 138 138 139 -== 2.4 Major Changes from 3.0 to 3.1 == 134 +== {{id name="_Toc56635"/}}2.4 Major Changes from 3.0 to 3.1 == 140 140 141 -(% class="wikigeneratedid" id="HInformationModel-1" %) 142 -**Information Model** 136 +==== Information Model ==== 143 143 144 -* Addition of Dimension Constraint property to a Dataflow 145 -* Addition of evolving structure property to a Data Structure Definition 146 -* Remove version property on Categorisation 147 -* Simplification of Constraints o Removal of Advanced Release Calendar 138 +* Addition of Dimension Constraint property to a Dataflow// // 139 +* Addition of evolving structure property to a Data Structure Definition// // 140 +* Remove version property on Categorisation// // 141 +* Simplification of Constraints o Removal of Advanced Release Calendar// // 148 148 149 149 o Removal of Role, Data Constraints only restrict data that can be reported// //o Restrict constraint targets to Identifiable structures (not URLs) o Addition of Availability Constraint to define actual data 150 150 151 -(% class="wikigeneratedid" id="HDocumentation" %) 152 -**Documentation** 145 +==== Documentation ==== 153 153 154 154 • Registering Reference Metadata removed from documentation, to align with XML Registration object which is unable to reference a Metadata Provision, and REST API which is unable to query for registered reference metadata sources. 155 155 156 -= 3 Processes and Business Scope = 149 += {{id name="_Toc56636"/}}3 Processes and Business Scope = 157 157 158 -== 3.1 Process Patterns == 151 +== {{id name="_Toc56637"/}}3.1 Process Patterns == 159 159 160 160 SDMX identifies three basic process patterns regarding the exchange of statistical data and metadata. These can be described as follows: 161 161 ... ... @@ -175,7 +175,7 @@ 175 175 176 176 It is important to note that SDMX is primarily focused on the //exchange// and //dissemination// of statistical data and metadata. There may also be many uses for the standard model and formats specified here in the context of internal processing of data that are not concerned with the exchange between organizations and users, however. It is felt that a clear, standard formatting of data and metadata for the purposes of exchange and dissemination can also facilitate internal processing by organizations and users, but this is not the focus of the specification. 177 177 178 -== 3.2 SDMX and Process Automation == 171 +== {{id name="_Toc56638"/}}3.2 SDMX and Process Automation == 179 179 180 180 Statistical data and metadata exchanges employ many different automated processes, but some are of more general interest than others. There are some common information technologies that are nearly ubiquitous within information systems today. SDMX aims to provide standards that are most useful for these automated processes and technologies. 181 181 ... ... @@ -183,12 +183,15 @@ 183 183 184 184 1. //Batch Exchange of Data and Metadata~:// The transmission of whole or partial databases between counterparties, including incremental updating. 185 185 1. //Provision of Data and Metadata on the Internet~:// Internet technology - including its use in private or semi-private TCP/IP networks - is extremely common. This technology includes XML, JSON and REST web services as primary mechanisms for automating data and metadata provision, as well as the more traditional static HTML and database-driven publishing. 186 -1. //Generic Processes~:// While many applications and processes are specific to some set of data and metadata, other types of automated services and processes are designed to handle any type of statistical data and metadata whatsoever. This is particularly true in cases where portal sites and data feeds are made available on the Internet. 179 +1. //Generic Processes~:// While many applications and processes are specific to some set of data and metadata, other types of automated services and processes are designed 180 + 181 +to handle any type of statistical data and metadata whatsoever. This is particularly true in cases where portal sites and data feeds are made available on the Internet. 182 + 187 187 1. //Presentation and Transformation of Data~:// In order to make data and metadata useful to consumers, they must support automated processes that transform them into application-specific processing formats, other standard formats, and presentational formats. Although not strictly an aspect of exchange, this type of automated processing represents a set of requirements that must be supported if the information exchange between counterparties is itself to be supported. 188 188 189 189 The SDMX standards specified here are designed to support the requirements of all of these automation processes and technologies. 190 190 191 -== 3.3 Statistical Data and Metadata == 187 +== {{id name="_Toc56639"/}}3.3 Statistical Data and Metadata == 192 192 193 193 To avoid confusion about which "data" and "metadata" are the intended content of the SDMX formats specified here, a statement of scope is offered. Statistical "data" are sets of often numeric observations which typically have time associated with them. They are associated with a set of metadata values, representing specific concepts, which act as identifiers and descriptors of the data. These metadata values and concepts can be understood as the named dimensions of a multi-dimensional co-ordinate system, describing what is often called a "cube" of data. 194 194 ... ... @@ -206,10 +206,11 @@ 206 206 207 207 The formal objects in the information model are presented schematically in Figure 1, and are discussed in more detail elsewhere in this document. 208 208 205 +[[image:SDMX_3-1-0_SECTION_1_FINAL_6728d8d4.png||height="829" width="606"]] 209 209 210 210 **Figure 1: High Level Schematic of Major Artefacts in the SDMX 3.0 Information Model** 211 211 212 -== 3.4 The SDMX View of Statistical Exchange == 209 +== {{id name="_Toc56640"/}}3.4 The SDMX View of Statistical Exchange == 213 213 214 214 Version 1.0 of ISO/TS 17369 SDMX covered statistical data sets and the metadata related to the structure of these data sets. This scope was useful in supporting the different models of statistical exchange (bilateral exchange, gateway exchange, and data-sharing) but was not by itself sufficient to support them completely. Versions 2.0 and 2.1 provide a much more complete view of statistical exchange, so that an open data-sharing model can be fully supported, and other models of exchange can be more completely automated. In order to produce technical standards that will support this increased scope, the SDMX Information Model provides a broader set of formal objects which describe the actors, processes, and resources within statistical exchanges. 215 215 ... ... @@ -239,7 +239,7 @@ 239 239 * //**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. 240 240 * //**Metadataflow Definition:**// A metadata flow definition is very similar to a data flow definition, but describes, categorises, and constrains metadata sets. 241 241 * //**Data Provider: **//An organization which produces data is termed a data provider. 242 -* //**Metadata Provider: **//An organization which produces reference metadata is termed a metadata provider. 239 +* //**Metadata Provider: **//An organization which produces reference metadata is termed a metadata provider.// // 243 243 * //**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. 244 244 * //**Data Constraint:**// Used to restrict content (such as enumerations) and are used by provision agreements, data flows, data structure definitions in order to provide a set of reporting restrictions in the context of a collection 245 245 * //**Metadata Constraint:**// Used to restrict content (such as enumerations) and are used by metadata provision agreements, metadata flows, metadata structure definitions in order to provide a set of reporting restrictions in the context of a collection ... ... @@ -262,7 +262,7 @@ 262 262 263 263 • //**Transformation Scheme:**// A transformation scheme is a set of Validation and Transformation Language (VTL) transformations aimed at obtaining some meaningful results for the user (e.g., the validation of one or more data sets). The set of transformations is meant to be executed together (in the same run) and may contain 597 any number of transformations in order to produce any number of results. Thus, a transformation scheme can be considered as a VTL ‘program’. 264 264 265 -== 3.5 SDMX Registry Services == 262 +== {{id name="_Toc56641"/}}3.5 SDMX Registry Services == 266 266 267 267 In order to provide visibility into the large amount of data and metadata which exists within the SDMX model of statistical exchange, it is felt that an architecture based on a set of registry services is potentially useful. A “registry” – as understood in webservices terminology – is an application which maintains and stores metadata for querying, and which can be used by any other application in the network with sufficient access privileges (though note that the mechanism of access control is outside of the scope of the SDMX standard). It can be understood as the index of a distributed database or metadata repository which is made up of all the data provider’s data sets and reference metadata sets within a statistical community, located across the Internet or similar network. 268 268 ... ... @@ -277,7 +277,7 @@ 277 277 * //**Querying: **//The registry services have interfaces for querying the metadata contained in a registry, so that applications and users can discover the existence of data sets and reference metadata sets, structural metadata, the providers/agencies associated with those objects, and the provider agreements which describe how the data and metadata are made available, and how they are categorized. 278 278 * //**Subscription/Notification:**// It is possible to “subscribe” to specific objects in a registry, so that a notification will be sent to all subscribers whenever the registry objects are updated. 279 279 280 -== 3.6 RESTful Web services == 277 +== {{id name="_Toc56642"/}}3.6 RESTful Web services == 281 281 282 282 Web services allow computer applications to exchange data directly over the Internet, essentially allowing modular or distributed computing in a more flexible fashion than ever before. In order to allow web services to function, however, many standards are required: for requesting and supplying data; for expressing the enveloping data which is used to package exchanged data; for describing web services to one another, to allow for easy integration into applications that use other web services as data resources. 283 283 ... ... @@ -292,7 +292,7 @@ 292 292 293 293 The following conceptual example uses the ‘data’ resource to query a data repository for a series identified by the key ‘M.USD.EUR.SP00.A’ in the EXR (ECB exchange rates) Dataflow: https:~/~/ws-entry-point/data/dataflow/ECB/EXR/1.0.0/M.USD.EUR.SP00.A 294 294 295 -= 4 The SDMX Information Model = 292 += {{id name="_Toc56643"/}}4 The SDMX Information Model = 296 296 297 297 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. 298 298 ... ... @@ -308,9 +308,9 @@ 308 308 309 309 A full UML conceptual design of the information model is set out in Section 2 of the Technical Specifications. 310 310 311 -= 5 The SDMX Transmission Formats = 308 += {{id name="_Toc56644"/}}5 The SDMX Transmission Formats = 312 312 313 -== 5.1 SDMX-ML == 310 +== {{id name="_Toc56645"/}}5.1 SDMX-ML == 314 314 315 315 SDMX-ML is the XML transmission format specification for exchanging structural metadata, data and reference metadata, and interacting with SDMX registry services. It is designed as a general-purpose format for all automation and data / metadata exchange tasks, and provides the most complete coverage. 316 316 ... ... @@ -338,7 +338,7 @@ 338 338 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. 339 339 1. //Metadata//: For the exchange of reference metadata sets. 340 340 341 -== 5.3 SDMX-CSV == 338 +== {{id name="_Toc56647"/}}5.3 SDMX-CSV == 342 342 343 343 SDMX-CSV is the CSV transmission format specification for exchanging data and reference metadata only. 344 344 ... ... @@ -349,7 +349,7 @@ 349 349 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. 350 350 1. //Metadata//: For the exchange of reference metadata sets. 351 351 352 -== 5.4 Formats and Messages Deprecated in Version 3.0 == 349 +== {{id name="_Toc56648"/}}5.4 Formats and Messages Deprecated in Version 3.0 == 353 353 354 354 The following formats and messages have been deprecated in version 3.0 to simplify, modernise and rationalise the standard. 355 355 ... ... @@ -366,17 +366,17 @@ 366 366 * SDMX-ML Query messages 367 367 * SDMX-ML Submit Structure Request messages 368 368 369 -= 6 Dependencies on SDMX content-oriented guidelines = 366 += {{id name="_Toc56649"/}}6 Dependencies on SDMX content-oriented guidelines = 370 370 371 371 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. 372 372 373 -== 6.1 Cross-Domain Concepts == 370 +== {{id name="_Toc56650"/}}6.1 Cross-Domain Concepts == 374 374 375 375 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. 376 376 377 377 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.) 378 378 379 -== 6.2 Metadata Common Vocabulary == 376 +== {{id name="_Toc56651"/}}6.2 Metadata Common Vocabulary == 380 380 381 381 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. 382 382 ... ... @@ -384,17 +384,17 @@ 384 384 385 385 Concepts work is built. 386 386 387 -== 6.3 Statistical Subject-Matter Domains == 384 +== {{id name="_Toc56652"/}}6.3 Statistical Subject-Matter Domains == 388 388 389 389 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. 390 390 391 391 SDMX Statistical Subject-Matter Domains will be listed and maintained by the SDMX Initiative and will be subject to adjustment. 392 392 393 -== 6.4 SDMX Concept Roles == 390 +== {{id name="_Toc56653"/}}6.4 SDMX Concept Roles == 394 394 395 395 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. 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. 396 396 397 -= 7 Validation and Transformation Language = 394 += {{id name="_Toc56654"/}}7 Validation and Transformation Language = 398 398 399 399 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. 400 400
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