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288 288  
289 289  = 4 The SDMX Information Model =
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291 -
292 292  [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] provides a way of modelling statistical data, and defines the set of metadata constructs used for this purpose. Because [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] specifies a number of transmission formats for expressing data and [[structural metadata>>doc:sdmx:Glossary 2\.1.Structural metadata.WebHome]], 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.
293 293  
294 -[[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] recognizes that statistical data is structured; in [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] this structure is termed a [[Data Structure Definition>>doc:sdmx:Glossary 2\.1.Data structure definition.WebHome]]. “[[Data sets>>doc:sdmx:Glossary 2\.1.Data set.WebHome]]” are made up of one or more lower-(% style="color:#e74c3c" %)level(%%) “groups”, based on their degrees of similarity. Each group is in turn comprised of one or more “[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]” of data. Each [[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] or section has a “key” - values for each of a cluster of (% style="color:#e74c3c" %)concepts(%%), also called "[[dimensions>>doc:sdmx:Glossary 2\.1.Dimension.WebHome]]" - 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 (% style="color:#e74c3c" %)level(%%) of this structure as descriptive “[[attributes>>doc:sdmx:Glossary 2\.1.Attribute.WebHome]]”. [[Code>>doc:sdmx:Glossary 2\.1.Code.WebHome]] lists (enumerations) and other patterns for [[representation>>doc:sdmx:Glossary 2\.1.Representation.WebHome]] of data and metadata are also modelled.
293 +[[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] recognizes that statistical data is structured; in [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] this structure is termed a [[Data Structure Definition>>doc:sdmx:Glossary 2\.1.Data structure definition.WebHome]]. “[[Data sets>>doc:sdmx:Glossary 2\.1.Data set.WebHome]]” 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>>doc:sdmx:Glossary 2\.1.Series.WebHome]]” of data. Each [[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] or section has a “key” - values for each of a cluster of concepts, also called "[[dimensions>>doc:sdmx:Glossary 2\.1.Dimension.WebHome]]" - 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>>doc:sdmx:Glossary 2\.1.Attribute.WebHome]]”. [[Code>>doc:sdmx:Glossary 2\.1.Code.WebHome]] lists (enumerations) and other patterns for [[representation>>doc:sdmx:Glossary 2\.1.Representation.WebHome]] of data and metadata are also modelled.
295 295  
296 -There is some similarity between “cube” structures commonly used to process statistical data, and the [[Data Structure Definition>>doc:sdmx:Glossary 2\.1.Data structure definition.WebHome]] idea in the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]]. It is important to note that the data as structured according to the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]] is optimized for exchange, potentially with partners who may have no ability to process a “cube” of data coming from complex statistical systems. [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[time series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] can be understood as “slices” of the cube. Such a slice is identified by its key. A "[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]" key consists of the values for all [[dimensions>>doc:sdmx:Glossary 2\.1.Dimension.WebHome]] specified by the key family except time. Thus, it is possible to reconstruct and describe data cubes from [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]]-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>>doc:sdmx:Glossary 2\.1.Hierarchical code.WebHome]] lists, [[constraints>>doc:sdmx:Glossary 2\.1.Constraint.WebHome]] and structure (% style="color:#e74c3c" %)maps(%%) make it possible to more fully model the structure of cubes.
295 +There is some similarity between “cube” structures commonly used to process statistical data, and the [[Data Structure Definition>>doc:sdmx:Glossary 2\.1.Data structure definition.WebHome]] idea in the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]]. It is important to note that the data as structured according to the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]] is optimized for exchange, potentially with partners who may have no ability to process a “cube” of data coming from complex statistical systems. [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[time series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] can be understood as “slices” of the cube. Such a slice is identified by its key. A "[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]" key consists of the values for all [[dimensions>>doc:sdmx:Glossary 2\.1.Dimension.WebHome]] specified by the key family except time. Thus, it is possible to reconstruct and describe data cubes from [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]]-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>>doc:sdmx:Glossary 2\.1.Hierarchical code.WebHome]] lists, [[constraints>>doc:sdmx:Glossary 2\.1.Constraint.WebHome]] and structure maps make it possible to more fully model the structure of cubes.
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298 -The information model also provides a view of [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]]: a mechanism for referencing the meaningful “objects” within the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] view of statistical exchange processes ([[data providers>>doc:sdmx:Glossary 2\.1.Data provider.WebHome]], structures, [[provisioning agreements>>doc:sdmx:Glossary 2\.1.Provision agreement.WebHome]], [[dataflows>>doc:sdmx:Glossary 2\.1.Dataflow.WebHome]], [[metadata flows>>doc:sdmx:Glossary 2\.1.Metadataflow.WebHome]], etc.) to which metadata is attached; a mechanism for describing a set of meaningful (% style="color:#e74c3c" %)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>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] which is common to many metadata systems and [[classification>>doc:sdmx:Glossary 2\.1.Statistical Classification.WebHome]]/categorization schemes. [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] provides a model (and XML and JSON formats) for both describing [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] structures, and of reporting [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] according to those structures.
297 +The information model also provides a view of [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]]: a mechanism for referencing the meaningful “objects” within the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] view of statistical exchange processes ([[data providers>>doc:sdmx:Glossary 2\.1.Data provider.WebHome]], structures, [[provisioning agreements>>doc:sdmx:Glossary 2\.1.Provision agreement.WebHome]], [[dataflows>>doc:sdmx:Glossary 2\.1.Dataflow.WebHome]], [[metadata flows>>doc:sdmx:Glossary 2\.1.Metadataflow.WebHome]], 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>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] which is common to many metadata systems and [[classification>>doc:sdmx:Glossary 2\.1.Statistical Classification.WebHome]]/categorization schemes. [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] provides a model (and XML and JSON formats) for both describing [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] structures, and of reporting [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] according to those structures.
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300 -(% style="color:#e74c3c" %)Version(%%) 2.0/2.1 introduced support for metadata related to the process aspects of statistical exchange. A step-by-step process can be modelled; information about who is providing data and [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] and how they are providing it can be expressed; and the technical aspects of service-(% style="color:#e74c3c" %)level(%%) agreements (and similar types of [[provisioning agreements>>doc:sdmx:Glossary 2\.1.Provision agreement.WebHome]]) can be represented.
299 +Version 2.0/2.1 introduced support for metadata related to the process aspects of statistical exchange. A step-by-step process can be modelled; information about who is providing data and [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] and how they are providing it can be expressed; and the technical aspects of service-level agreements (and similar types of [[provisioning agreements>>doc:sdmx:Glossary 2\.1.Provision agreement.WebHome]]) can be represented.
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302 -Support for the [[Validation and Transformation Language>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] ([[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]]) in the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]] was introduced in the July 2020 revision of 2.1 and is retained in (% style="color:#e74c3c" %)version(%%) 3.0 with minimal changes. This allows reusable [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] ‘programs’ (a cohesive set of transformation statements designed to be executed together) and their associated constructs such as validation rulesets and user-defined operators to be managed and exchanged as [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[structural metadata>>doc:sdmx:Glossary 2\.1.Structural metadata.WebHome]]. Mappings between objects such as [[data sets>>doc:sdmx:Glossary 2\.1.Data set.WebHome]] referenced in [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] programs and the actual [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[artefacts>>doc:sdmx:Glossary 2\.1.Artefact.WebHome]] to which they relate is essential when it comes to actually executing programs, and this information can also be defined. Chapter 7 has more information on [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] and its integration with [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]].
301 +Support for the [[Validation and Transformation Language>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] ([[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]]) in the [[SDMX Information Model>>doc:sdmx:Glossary 2\.1.SDMX Information Model.WebHome]] was introduced in the July 2020 revision of 2.1 and is retained in version 3.0 with minimal changes. This allows reusable [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] ‘programs’ (a cohesive set of transformation statements designed to be executed together) and their associated constructs such as validation rulesets and user-defined operators to be managed and exchanged as [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[structural metadata>>doc:sdmx:Glossary 2\.1.Structural metadata.WebHome]]. Mappings between objects such as [[data sets>>doc:sdmx:Glossary 2\.1.Data set.WebHome]] referenced in [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] programs and the actual [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[artefacts>>doc:sdmx:Glossary 2\.1.Artefact.WebHome]] to which they relate is essential when it comes to actually executing programs, and this information can also be defined. Chapter 7 has more information on [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] and its integration with [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]].
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304 304  A full UML conceptual design of the information model is set out in Section 2 of the Technical Specifications.
305 305  
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307 307  
308 308  == 5.1 SDMX-ML ==
309 309  
310 -
311 311  [[SDMX-ML>>doc:sdmx:Glossary 2\.1.SDMX-ML.WebHome]] is the XML transmission format specification for exchanging [[structural metadata>>doc:sdmx:Glossary 2\.1.Structural metadata.WebHome]], data and [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]], and interacting with [[SDMX registry>>doc:sdmx:Glossary 2\.1.SDMX Registry.WebHome]] services. It is designed as a general-purpose format for all automation and data / metadata exchange tasks, and provides the most complete [[coverage>>doc:sdmx:Glossary 2\.1.Coverage.WebHome]].
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313 313  There are four distinct types of message:
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322 322  
323 323  == 5.2 SDMX-JSON ==
324 324  
325 -
326 326  [[SDMX-JSON>>doc:sdmx:Glossary 2\.1.SDMX-JSON.WebHome]] is the JSON transmission format specification for exchanging [[structural metadata>>doc:sdmx:Glossary 2\.1.Structural metadata.WebHome]], data and [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]]. It provides an alternative to [[SDMX-ML>>doc:sdmx:Glossary 2\.1.SDMX-ML.WebHome]] and is most suited to applications like web data dissemination.
327 327  
328 328  [[SDMX-JSON>>doc:sdmx:Glossary 2\.1.SDMX-JSON.WebHome]] 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>>doc:sdmx:Glossary 2\.1.Component.WebHome]] [[codes>>doc:sdmx:Glossary 2\.1.Code.WebHome]] 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>>doc:sdmx:Glossary 2\.1.Code.WebHome]] IDs thus requiring applications obtain and hold [[structural metadata>>doc:sdmx:Glossary 2\.1.Structural metadata.WebHome]] about the [[data set>>doc:sdmx:Glossary 2\.1.Data set.WebHome]] in order to display the content in human-readable form.
... ... @@ -337,7 +337,6 @@
337 337  
338 338  == 5.3 SDMX-CSV ==
339 339  
340 -
341 341  [[SDMX-CSV>>doc:sdmx:Glossary 2\.1.SDMX-CSV.WebHome]] is the CSV transmission format specification for exchanging data and [[reference metadata>>doc:sdmx:Glossary 2\.1.Reference metadata.WebHome]] only.
342 342  
343 343  [[SDMX-CSV>>doc:sdmx:Glossary 2\.1.SDMX-CSV.WebHome]] provides a simple columnar format for data and metadata that can be readily created and interpreted by standard software tools such as Microsoft Excel. Nevertheless, data and metadata can still be converted between the CSV and the JSON / XML formats without loss.
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349 349  
350 350  == 5.4 Formats and Messages Deprecated in Version 3.0 ==
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352 -The following formats and messages have been deprecated in (% style="color:#e74c3c" %)version(%%) 3.0 to simplify, modernise and rationalise the standard.
348 +The following formats and messages have been deprecated in version 3.0 to simplify, modernise and rationalise the standard.
353 353  
354 354  * [[SDMX-EDI>>doc:sdmx:Glossary 2\.1.SDMX-EDI.WebHome]]
355 355  * [[SDMX-ML>>doc:sdmx:Glossary 2\.1.SDMX-ML.WebHome]] 1.0/2.0 Generic (time-[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]) data message
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359 359  * [[SDMX-ML>>doc:sdmx:Glossary 2\.1.SDMX-ML.WebHome]] 2.1 Generic ([[Time Series>>doc:sdmx:Glossary 2\.1.Series.WebHome]]) data messages (for observations, time-[[series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] and cross-sectional data)
360 360  * [[SDMX-ML>>doc:sdmx:Glossary 2\.1.SDMX-ML.WebHome]] 2.1 Structure Specific [[Time Series>>doc:sdmx:Glossary 2\.1.Series.WebHome]] data message
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362 -The following messages were deprecated in (% style="color:#e74c3c" %)version(%%) 3.0 as a consequence of the deprecation of the SOAP web services:
358 +The following messages were deprecated in version 3.0 as a consequence of the deprecation of the SOAP web services:
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364 364  * [[SDMX-ML>>doc:sdmx:Glossary 2\.1.SDMX-ML.WebHome]] Query messages
365 365  * [[SDMX-ML>>doc:sdmx:Glossary 2\.1.SDMX-ML.WebHome]] Submit Structure Request messages
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394 394  
395 395  For many years the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] initiative has been fostering and supporting the development of a standard calculation [[language>>doc:sdmx:Glossary 2\.1.Language.WebHome]], called [[Validation and Transformation Language>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] ([[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]]). A blueprint for defining calculations was already described in the original [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] 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>>doc:sdmx:Glossary 2\.1.Language.WebHome]] able to manipulate [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] [[artefacts>>doc:sdmx:Glossary 2\.1.Artefact.WebHome]].
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397 -These developments started in late 2012 and were put in charge of the [[Validation and Transformation Language>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] Task Force ([[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] TF), which included members of the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] Technical Working Group (TWG) and Statistical Working Group (SWG), besides experts coming from the DDI and GSIM communities. The intent was to define a standard [[language>>doc:sdmx:Glossary 2\.1.Language.WebHome]] to be implemented in [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] and applicable also to GSIM and DDI. This brought to the publication of the [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 1.0 in 2015. Then new requirements came from a number of proofs of (% style="color:#e74c3c" %)concepts(%%) and tests of [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 1.0 made by several organisations and triggered a large improvement of the [[language>>doc:sdmx:Glossary 2\.1.Language.WebHome]]. A new provisional (% style="color:#e74c3c" %)version(%%), the [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 1.1, was released in public consultation in 2017. The high number of [[comments>>doc:sdmx:Glossary 2\.1.Comment.WebHome]] received triggered another phase of intensive work, with the main goal of achieving a more robust and forward compatible (% style="color:#e74c3c" %)version(%%). Finally, the [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 2.0 was published between April and July 2018 (see the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] website).
393 +These developments started in late 2012 and were put in charge of the [[Validation and Transformation Language>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] Task Force ([[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] TF), which included members of the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] Technical Working Group (TWG) and Statistical Working Group (SWG), besides experts coming from the DDI and GSIM communities. The intent was to define a standard [[language>>doc:sdmx:Glossary 2\.1.Language.WebHome]] to be implemented in [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] and applicable also to GSIM and DDI. This brought to the publication of the [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 1.0 in 2015. Then new requirements came from a number of proofs of concepts and tests of [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 1.0 made by several organisations and triggered a large improvement of the [[language>>doc:sdmx:Glossary 2\.1.Language.WebHome]]. A new provisional version, the [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 1.1, was released in public consultation in 2017. The high number of [[comments>>doc:sdmx:Glossary 2\.1.Comment.WebHome]] received triggered another phase of intensive work, with the main goal of achieving a more robust and forward compatible version. Finally, the [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 2.0 was published between April and July 2018 (see the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] website).
398 398  
399 399  The implementation of the [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 2.0 in [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] started in late 2018 and was published as an incremental revision to the [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] 2.1 standards in July 2020. It allows users to write [[VTL>>doc:sdmx:Glossary 2\.1.Validation and transformation language.WebHome]] 2.0 programs for validating and transforming [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] data, to store these programs in a [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] metadata registry and to exchange them through [[SDMX>>doc:sdmx:Glossary 2\.1.Statistical data and metadata exchange.WebHome]] messages, also together the definition of the data structures of the involved data.
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