From cb566fdca490d5b5cc3e894e99ea0096d8ae9da7 Mon Sep 17 00:00:00 2001 From: elsdvlee <93709574+elsdvlee@users.noreply.github.com> Date: Mon, 9 Dec 2024 16:39:31 +0100 Subject: [PATCH] Diagram (#51) ## What's changed adding diagram and latest render of spec ## Change checklist - [x] updated ontology, where necessary - [x] updated shapes, where necessary - [x] added or updated test cases, where necessary - [x] any TODOs have been turned into trackable issues and referenced where necessary ## Issue reference --- ontology/rml-lv_diagram.png | Bin 0 -> 334803 bytes spec/rendered.html | 2170 +++++++++++++++++++++++++++-------- 2 files changed, 1672 insertions(+), 498 deletions(-) create mode 100644 ontology/rml-lv_diagram.png diff --git a/ontology/rml-lv_diagram.png b/ontology/rml-lv_diagram.png new file mode 100644 index 0000000000000000000000000000000000000000..17df291665e2b8c0ba79c1d8bab74477aa51bb8d GIT binary patch literal 334803 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zIhVUsNvqV)6MjgGxCdaB9y8}F9f^tG&;0el@_!UM|7lJ~(vR-nllyNd^MBCh|KG2i z9fb+Ckoyr|o)UcbZ88@hQm + - + - -RML Fields - - + +RML Logical Views + + - - + + - - - + + + - + @@ -152,8 +150,6 @@ 25%{transform:scale(1.25,1.25);opacity:.75} 100%{transform:scale(1,1)} } -:is(h1,h2,h3,h4,h5,h6,a) abbr{border:none} -dfn{font-weight:700} a.internalDFN{color:inherit;border-bottom:1px solid #99c;text-decoration:none} a.externalDFN{color:inherit;border-bottom:1px dotted #ccc;text-decoration:none} a.bibref{text-decoration:none} @@ -167,20 +163,8 @@ cite .bibref{font-style:normal} a[href].orcid{padding-left:4px;padding-right:4px} a[href].orcid>svg{margin-bottom:-2px} -.toc a,.tof a{text-decoration:none} -a .figno,a .secno{color:#000} ol.tof,ul.tof{list-style:none outside none} .caption{margin-top:.5em;font-style:italic} -table.simple{border-spacing:0;border-collapse:collapse;border-bottom:3px solid #005a9c} -.simple th{background:#005a9c;color:#fff;padding:3px 5px;text-align:left} -.simple th a{color:#fff;padding:3px 5px;text-align:left} -.simple th[scope=row]{background:inherit;color:inherit;border-top:1px solid #ddd} -.simple td{padding:3px 10px;border-top:1px solid #ddd} -.simple tr:nth-child(even){background:#f0f6ff} -.section dd>p:first-child{margin-top:0} -.section dd>p:last-child{margin-bottom:0} -.section dd{margin-bottom:1em} -.section dl.attrs dd,.section dl.eldef dd{margin-bottom:0} #issue-summary>ul{column-count:2} #issue-summary li{list-style:none;display:inline-block} details.respec-tests-details{margin-left:1em;display:inline-block;vertical-align:top} @@ -204,18 +188,28 @@ .removeOnSave{display:none} } - - + +

-

Abstract

RML fields is an extension of the RDF Mapping Language (RML) that increases the language’s capability to construct RDF datasets from nested input data.

-

This document describes RML fields through definitions and examples.

+

Abstract

RML logical views is an extension of the RDF Mapping Language (RML) that increases the language's capability to +construct RDF datasets from nested input data, to join data sources (also across data hierarchies), +and to handle data sources that mix source formats, +by allowing to specify a logical view: a flattened, source format-agnostic view +over one or more existing data sources. +Additionally, it provides a mechanism to express relationships between data sources, +as well as additional information about their fields, through structural annotations.

+

This document describes RML logical views through definitions and examples.

The version of this document is Unreleased.

@@ -374,23 +387,22 @@

RML Fields

This specification was published by the Knowledge Graph Construction Community Group. It is not a W3C Standard nor is it on the W3C Standards Track. - + Please note that under the W3C Community Contributor License Agreement (CLA) there is a limited opt-out and other conditions apply. - + Learn more about W3C Community and Business Groups.

This is an early draft, yet efforts are made to keep things stable.

-
+

1. Overview

This section is non-normative.

-

TODO

1.1 Document conventions

We assume readers have basic familiarity with RDF and RML concepts.

-

In this document, examples assume +

In this document, examples assume the following namespace prefix bindings unless otherwise stated:

@@ -408,10 +420,6 @@

RML Fields

- - - - @@ -432,22 +440,134 @@

RML Fields

1.2 Conformance

As well as sections marked as non-normative, all authoring guidelines, diagrams, examples, and notes in this specification are non-normative. Everything else in this specification is normative.

- The key words MAY and MUST in this document + The key words MAY, MUST, and SHOULD in this document are to be interpreted as described in BCP 14 [RFC2119] [RFC8174] when, and only when, they appear in all capitals, as shown here.

- -

2. RML Fields

TODO blurb

-

2.1 Records

-

A record is created using an iterator or an expression. Depending on the source type, records might take different forms: for tabular data sources, a record might be a row or a cell; for tree-structured sources like XML, a record might be a node; for document-structured sources like JSON, a record might be a document or attribute value.

-

A record MUST have a string representation. It MAY be possible to derive other records from a record using an expression.

+

2. Problem

This section is non-normative.

+

RML Logical Views aims to resolve challenges such as handling hierarchy of nested data, more flexible joining (also across data hierarchies), and handling data sources that mix source formats.

+

2.1 Nested data structures

+

References to nested data structures, like JSON or XML, may return multiple values. These values can be composite: they may again contain multiple values. +RML-Core defines mapping constructs that produce results by combining the results of other mapping constructs in a specific order. +For example, a triples map combines the results of a subject map and a predicate-object map in that order. +Another example is a template expression, +which combines character strings and zero or more reference expressions in declared order. +When mapping constructs produce multiple results, the combining mapping constructs will apply an n-ary Cartesian product over the sets of results, maintaining the order of the mapping constructs. In the case of nested data structures, this may cause the generation of results that do not match the source hierarchy, i.e. do not follow the root-to-leaf paths in the source data, since values are combined irrespective of it.

+

Furthermore, there is varying expressiveness in data source expression and query languages, and many languages have limited support for hierarchy traversal. For example, JSONPath has no operator to refer to an ancestor in the document hierarchy.

+

This limits the ability of RML-Core to map nested data.

+ + + +

2.2 Mixed data formats

+

Data in one format can contain multiple or composite values stored in another format, e.g. a CSV dataset could contain columns containing JSON values. To define the expected form of references to input data RML-Core employs the notion of a reference formulation that is a property of every logical source. However, currently a logical source is limited to having a single reference formulation, meaning mixed format data can only be referenced using a query language that supports just one of the formats.

+ + +

2.3 Joining of data sources

+

RML-Core restricts join operations to referencing object maps. Since a referencing object map can only generate an object that is an IRI or blank node subject as specified by a parent triples map, it is not possible to combine data from two sources in one term, use data from a join on another position than the object, or generate a literal using data from a join. +Moreover, RML-Core cannot declare join operations correctly across hierarchies.

+
+ +

3. Records

A record is created using an iterator or an expression. Depending on the source type, records might take different forms: for tabular data sources, a record might be a row or a cell; for tree-structured sources like XML, a record might be a node; for document-structured sources like JSON, a record might be a document or property value.

+

A record MUST have a string representation. It MAY be possible to derive other records from a record using an expression.

2.2 Extending the logical source

-

A logical iteration MUST have a string representation.

+

3.1 Extending the logical source

+

A logical iteration MUST have a string representation.

Issue 1
-

2.3 Fields and record sequences

-

A record sequence is an ordered sequence of sets of key-value pairs, where each key is a string and each value a record. A record sequence MUST have a finite set of keys that appear in each set in the sequence. In any particular set in a record sequence, the value of a key MAY be a null value.

-

An iterator defines a record sequence from the iterator's logical source, called the iterator record sequence. This record sequence has two keys:

+

3.2 Record sequences

+

A record sequence is an ordered sequence of sets of key-value pairs, where each key is a string and each value a record. A record sequence MUST have a finite set of keys that appear in each set in the sequence. In any particular set in a record sequence, the value of a key MAY be a null value.

+

An iterator defines a record sequence from the iterator's [logical source], called the iterator record sequence. This record sequence has two keys:

  • An index key # with as corresponding values the position of the current entry in the sequence defined by the iterator.
  • A key <it> with as corresponding values the records in the sequence defined by the iterator.
@@ -722,35 +846,99 @@

RML Fields

http://www.w3.org/2001/XMLSchema#
ex:http://example.org/
: http://example.org/
-
{
-  "name": "alice",
-  "items": [
-    {
-      "type": "sword",
-      "weight": 1500
-    },
-    {
-      "type": "shield",
-      "weight": 2500
-    }
-  ]
-}
+
{
+  "name": "alice",
+  "items": [
+    {
+      "type": "sword",
+      "weight": 1500
+    },
+    {
+      "type": "shield",
+      "weight": 2500
+    }
+  ]
+}
 
-
{
-  "name": "bob",
-  "items": [
-    {
-      "type": "flower",
-      "weight": 15
-    }
-  ]
-}
+
{
+  "name": "bob",
+  "items": [
+    {
+      "type": "flower",
+      "weight": 15
+    }
+  ]
+}
 
- +
+ +

4. Logical views

A logical view (rml:LogicalView) is a type of logical source that is derived from another logical source by defining fields with data from said logical source.

+

A logical view (rml:LogicalView) is represented by a resource that MUST contain:

+
    +
  • exactly one view on property (rml:viewOn), whose value is a logical source (rml:LogicalSource),
  • +
  • at least one field property (rml:field), whose value is a field (rml:Field).
  • +
  • zero or more join properties (rml:leftJoin, rml:innerJoin), whose value is a =logical view join=.
  • +
+

A logical view (rml:LogicalView) has an implicit default reference formulation(rml:referenceFormulation) and logical iterator (rml:iterator), which MUST not be overwritten.

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + +
PropertyDomainRange
rml:viewOnrml:LogicalViewrml:LogicalSource
rml:fieldrml:LogicalView or rml:Fieldrml:Field
rml:leftJoinrml:LogicalViewrml:LogicalViewJoin
rml:innerJoinrml:LogicalViewrml:LogicalViewJoin
+
-

A field is an ExpressionMap that gives a name to an expression. A field MUST have a parent that is either a logical source or another field. The parent relation MUST not contain cycles: it is tree-shaped with a logical source as its root. The transitive parents of a field, i.e., the field's parent, the parent of the field's parent, etcetera, are fittingly called the field's ancestors. A field MUST have a declared name that is an alphanumerical string. Fields with the same parent MUST have different declared names. If a field's parent is another field, we distinguish between the field's declared name and the field's name. A field's name is the concatentation of the name of the parent field, a dot ., and the field's declared name. A field MUST have an expression and a reference formulation. If no reference formulation is explicitly declared, the field has the same reference formulation as its parent.

+

5. Fields

A field is a type of expression map, that gives a name to an expression. Consequently, a field MUST have an expression.

+

A field is also a type of logical iterable. Consequently, a field MUST have exactly one reference formulation and exactly one logical iterator.

+

A field (rml:Field) MUST have the following additional properties:

+
    +
  • exactly one field name property (rml:fieldName), that specifies the name of the field
  • +
  • zero or more field properties (rml:field), to describe nested field, also of the type rml:Field
  • +
+ + + + + + + + + + + + + + + + + + +
PropertyDomainRange
rml:fieldNamerml:Fieldxsd:string
rml:fieldrml:LogicalView or rml:Fieldrml:Field
+

5.1 Field parents

A field MUST have a parent that is either a logical source or another field. The parent relation MUST not contain cycles: it is tree-shaped with a logical source as its root. The transitive parents of a field, i.e., the field's parent, the parent of the field's parent, etcetera, are fittingly called the field's ancestors.

+

5.2 Field names

A field MUST have a declared name that is an alphanumerical string. Fields with the same parent MUST have different declared names. If a field's parent is another field, we distinguish between the field's declared name and the field's name. A field's name is the concatenation of the name of the parent field, a dot ., and the field's declared name.

5.3 Field record sequences and records

A field defines a record sequence, called the field record sequence, that is obtained by consecutively applying the field's expression on the parent records, the parent records being the records in the record sequence defined by the field parent. For a given field, the field record sequence has these keys and corresponding values:

-
Note
- -

2.4 Using field names in triples maps

-

A field reference is a reference expression that references a defined field. A field reference MUST be a defined field name. A field reference is a special type of reference expression for which no reference formulation need be defined.

-

A field reference can be used in expression maps just as any other reference expression.

-

5.4 Field reference formulations and iterators

A field MUST have a reference formulation and a logical iterator . +If no reference formulation is declared for a field, the reference formulation of the field parent is implied. +If no iterator is declared for a field, the default iterator of the field's reference formulation is implied.

+

For the application of the expression of a field on the records of the field parent, the parent's reference formulation is used, resulting in record sequence R. Afterwards the field's iterator is applied on this resulting record sequence R to obtain the field record sequence defined by the field.

+ - -

Note some columns in the table below have been shortened for brevity.

+Note some columns in the table below have been shortened for brevity. + +

5.5 Using field names in triples maps

+

A field reference is a reference expression that references a defined field. A field reference MUST be a defined field name. A field reference is a special type of reference expression for which no reference formulation need be defined.

+

A field reference can be used in expression maps just as any other reference expression.

+
+ +

7. Structural Annotations

Structural annotations provide a mechanism to express relationships between logical views, as well as additional information about fields.

+

Each logical view MAY have zero or more structural annotation properties (rml:structuralAnnotation), connecting the logical view to a structural annotation object (i.e., of type rml:StructuralAnnotation).

+ + + + + + + + + + + + + +
PropertyDomainRange
rml:structuralAnnotationrml:LogicalViewrml:StructuralAnnotation
+

Following structural annotations MAY be defined:

+ +

All structural annotations of a logical view lv MUST have an on fields property (rml:onFields), linking the structural annotation to a list of field names occurring in lv. Intuitively, property on fields specifies the fields in lv that are involved by the structural annotation. The semantics of this involvement depends on the specific annotation.

+ + + + + + + + + + + + + +
PropertyDomainRange
rml:onFieldsrml:StructuralAnnotationrdf:List
+

7.1 Invariance Principle

+

Structural annotations provide additional information about the data that might be used by the RML processor to optimize the KG construction process. If this additional information is incorrect, then the RML processor might either fail or produce wrong results. When using structural annotations, users should make sure that the following invariance principle is satisfied:

+

For any source instances, the RDF graph produced by the RML engine using an RML mapping with annotations, and the same RML mapping where annotations have been removed, MUST be the same.

+

We emphasize that RML engines might exploit structural annotations, as they could totally ignore them. It is responsibility of the user to make sure that the annotations provided are indeed correct (that is, the data complies with the annotations). Sanity checks MAY be provided by the RML engines themselves, but this is not mandatory. Note that providing wrong annotations to an engine that takes into account for annotations, for instance for applying optimizations, could result in a violation of the invariance principle, with unpredictable results.

+

7.2 IriSafe

+

An IriSafe structural annotation (rml:IriSafeAnnotation) on fields F indicates that the content of each field in F is IRI safe, that is, each field in F does not contain any character that is not in the iunreserved production in RFC3987.

+

7.3 PrimaryKey

+

A PrimaryKey structural annotation (rml:PrimaryKeyAnnotation) on fields (f1, ..., fn) imposes two conditions:

+
    +
  • no duplicate record sequences are present over the list of fields (f1, ..., fn);
  • +
  • No NULL value is admitted in any of the field f1, ..., fn.
  • +
+

Each logical view MAY specify AT MOST ONE PrimaryKey annotation.

+ + +

7.4 Unique

+

The Unique structural annotation (rml:UniqueAnnotation) is analogous to the notion of UNIQUE constraints in databases. Specifically, a Unique annotation on fields (f1, ..., fn) imposes the following condition:

+
    +
  • no duplicate record sequences are present over the list of fields (f1, ..., fn).
  • +
+

Note that every PrimaryKey annotation is, as a matter of fact, also a Unique annotation.

+

7.5 NotNull

+

The NotNull structural annotation (rml:NotNullAnnotation) is analogous to the notion of NOT NULL constraints in databases. Specifically, a NotNull annotation on fields F imposes that each field in F does not contain NULL values.

+
Note
+ +

7.6 ForeignKey

+

The ForeignKey structural annotation (rml:ForeignKeyAnnotation) is analogous to the notion of foreign key constraint in databases. Specifically, a ForeignKey annotation on fields (f1, ..., fn) , target view lv, and target fields (tf1,...,tfn) imposes the following conditions:

+
    +
  • each NULL-free record sequence over the list of fields (f1, ..., fn) occurs also as a record sequence in (tf1,...,tfn);
  • +
  • Target view lv defines a Unique annotation on fields (tf1,...,tfn).
  • +
+

The target view is a logical view specified through the property rml:targetView, whereas the target fields are an RDF list of field names specified through the property rml:targetFields. These two properties are specified as follows:

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PropertyDomainRange
rml:targetViewrml:InclusionAnnotationrml:LogicalView
rml:targetFieldsrml:InclusionAnnotationrdf:List
+

Therefore, each ForeignKey annotation MUST specify (additionally to the inherited rml:onFields property):

+
    +
  • Exactly one rml:targetView property
  • +
  • Exactly one rml:targetFields property.
  • +
+ + +

7.7 Inclusion

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The Inclusion structural annotation (rml:InclusionAnnotation) is analogous to the notion of inclusion dependency in databases. Specifically, an Inclusion annotation on fields (f1, ..., fn) , target view lv, and target fields (tf1,...,tfn) imposes the following condition:

+
    +
  • each NULL-free record sequence over the list of fields (f1, ..., fn) occurs also as a record sequence in (tf1,...,tfn);
  • +
+

As for ForeignKey annotation, the target view MUST be a logical view specified through the property rml:targetView, whereas the target fields MUST be an RDF list of field names specified through the property rml:targetFields.

+

Therefore, each inclusion annotation MUST specify (additionally to the inherited rml:onFields property):

+
    +
  • Exactly one rml:targetView property
  • +
  • Exactly one rml:targetFields property.
  • +
+
Note
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8. Generating collections with RML logical views

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9. Relationship with non-fields RML syntax

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A. References

A.1 Normative references

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[RFC2119]
Key words for use in RFCs to Indicate Requirement Levels. S. Bradner. IETF. March 1997. Best Current Practice. URL: https://www.rfc-editor.org/rfc/rfc2119
[RFC8174]
Ambiguity of Uppercase vs Lowercase in RFC 2119 Key Words. B. Leiba. IETF. May 2017. Best Current Practice. URL: https://www.rfc-editor.org/rfc/rfc8174 +
[RML-Core]
+ RML-Core. W3C. 16 February 2024. Draft Community Group Report. URL: https://w3id.org/rml/core/spec
[Turtle]
- RDF 1.1 Turtle. W3C. 25 February 2014. W3C Recommendation. URL: https://www.w3.org/TR/turtle/ + RDF 1.1 Turtle. Eric Prud'hommeaux; Gavin Carothers. W3C. 25 February 2014. W3C Recommendation. URL: https://www.w3.org/TR/turtle/

RML Fields

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Referenced in:

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