From 6fa21f4f9953aa65ae6a150aa6715464ec28eb16 Mon Sep 17 00:00:00 2001 From: jingjingbic Date: Wed, 24 May 2023 15:23:48 -0700 Subject: [PATCH 01/35] Minor update about how NaN and Infinity are handled in CX2. --- ...ange-format-specification-(version-2).markdown | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown b/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown index a6a909f..27567b4 100644 --- a/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown +++ b/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown @@ -15,6 +15,8 @@ The goals of this major revision of CX are 2. Better support for processing networks while streaming. The 2.0 spec will significantly reduce the memory footprint for operations such as filtering nodes and edges based on node/edge properties and converting the CX network to other formats. 3. Making CX networks more compact to improve data transfer speed. +**_NOTE_**: CX version 2 is commonly referred to as CX2. In the Cytoscape ecosystem, CX2 files are typically denoted with the .cx2 extension, distinguishing them from CX version 1 networks, which are usually represented with the .cx suffix. + ## Table of contents 1. [Top Level Structure of CX](#top-level-structure-of-cx) @@ -30,7 +32,8 @@ The goals of this major revision of CX are - [nodeBypasses](#nodebypasses) - [edgeBypasses](#edgebypasses) 7. [Opaque aspects](#opaque-aspects) -8. [Example CX files](#example-cx-files) +8. [Numeric values in this version of CX](#numeric-values-in-this-version-of-cx) +9. [Example CX files](#example-cx-files) ## Top Level Structure of CX @@ -351,6 +354,16 @@ An opaque aspect is in this format in a CX document: } ``` +## Numeric values in this version of CX + +CX supports these 3 numeric data types: + + - long + - integer + - double + +A CX network is a JSON document that follows the JSON specification. However, the JSON specification only includes a generic number type, which can lead to imprecision in numeric data types for node and edge attribute values. To ensure precision, it is necessary to use the attribute declaration aspect to cast the CX2 numeric values to their declared data type. Note that the double data type has special values like `NaN`, `-Infinity`, and `Infinity`, which are not supported in the JSON specification. Consequently, when converting a CX network into CX2, NDEx server will convert these values to nulls. If your application requires the preservation of NaNs, you can save the corresponding column as a string and handle the string-to-double conversion in your application. + ## Example CX files [Example 1](https://github.com/cytoscape/cx/blob/CYTOSCAPE-13006/examples/DLoc%20Hierarchy%20demo.cx2) From 5700a7b28286bcffc9480358cc209769362f821e Mon Sep 17 00:00:00 2001 From: jingjingbic Date: Wed, 24 May 2023 15:24:55 -0700 Subject: [PATCH 02/35] Minor update about NaN and Infinity handling. --- ...cytoscape-exchange-format-specification-(version-2).markdown | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown b/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown index 27567b4..f945e12 100644 --- a/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown +++ b/docs/_posts/2022-11-17-cytoscape-exchange-format-specification-(version-2).markdown @@ -1,7 +1,7 @@ --- layout: post title: "Cytoscape Exchange Format Specification (Version 2)" -date: 2022-12-01 +date: 2023-05-24 categories: CX2 Specification --- From 79839cde603413beee944a34bc5917445c76067f Mon Sep 17 00:00:00 2001 From: jingjingbic Date: Fri, 4 Aug 2023 16:46:24 -0700 Subject: [PATCH 03/35] Ignore double values such as NaN, Infinity and -Infinity when exporting a network as a cx2 file. These values will be treated as nulls cx2. Version number is bumped up to 2.8.2-SNAPSHOT. Also upgraded Jackson binding version to 2.14.3. --- pom.xml | 6 +++--- .../io/internal/cxio/CxExporter.java | 19 ++++++++++++++++--- 2 files changed, 19 insertions(+), 6 deletions(-) diff --git a/pom.xml b/pom.xml index 09ffab4..a994cff 100644 --- a/pom.xml +++ b/pom.xml @@ -19,12 +19,12 @@ 5.1.1 3.0.0-M3 - 2.8.6 + 2.14.3 org.cytoscape cx-support - 2.8.1 + 2.8.2-SNAPSHOT CX Support CX JSON Reader and Writer for Cytoscape bundle @@ -202,7 +202,7 @@ org.ndexbio.client ndex-java-client - 2.5.3 + 2.5.5-SNAPSHOT diff --git a/src/main/java/org/cytoscape/io/internal/cxio/CxExporter.java b/src/main/java/org/cytoscape/io/internal/cxio/CxExporter.java index 1fb7781..b475136 100644 --- a/src/main/java/org/cytoscape/io/internal/cxio/CxExporter.java +++ b/src/main/java/org/cytoscape/io/internal/cxio/CxExporter.java @@ -596,7 +596,9 @@ private void writeCx2NetworkAttributes(CXWriter cx2writer) throws JsonGeneration cx2writer.writeAspectFromJSONString(columnName, (String) e.getValue()); } else { // add network attribute. - result.add(columnName, e.getValue()); + Object v = e.getValue(); + if (isNotNullandFinite(v)) + result.add(columnName, v); } } } @@ -983,7 +985,7 @@ private void writeCx2Nodes(CXWriter cx2Writer,CySubNetwork subnet) throws IOExce for ( Map.Entry e: row.getAllValues().entrySet()) { Object value = e.getValue(); String name = e.getKey(); - if (value != null && !Settings.isIgnore(name, Settings.IGNORE_NODE_ATTRIBUTES, value) && + if (isNotNullandFinite(value) && !Settings.isIgnore(name, Settings.IGNORE_NODE_ATTRIBUTES, value) && (nodeColumns == null || nodeColumns.contains(name))) { nodeAttrs.put(name, value); } @@ -1003,6 +1005,17 @@ private void writeCx2Nodes(CXWriter cx2Writer,CySubNetwork subnet) throws IOExce } + /* + * Check if the value is a null, NaN, Inf or -Inf. Attributes with these values should be ignored when exporting to cx2. + */ + private static boolean isNotNullandFinite(Object value) { + if (value == null) return false; + if(value instanceof Double) { + return Double.isFinite((Double)value); + } + return true; + } + private final void writeEdges() throws IOException { final List edgeElements = new ArrayList<>(); @@ -1029,7 +1042,7 @@ private void writeCx2Edges(CXWriter cx2Writer) throws IOException, NdexException for (Map.Entrye: row.getAllValues().entrySet()) { String name = e.getKey(); Object value = e.getValue(); - if (value != null && !Settings.isIgnore(name, Settings.IGNORE_NODE_ATTRIBUTES, value) && + if (isNotNullandFinite(value) && !Settings.isIgnore(name, Settings.IGNORE_NODE_ATTRIBUTES, value) && (edgeColumns == null || edgeColumns.contains(name)) && !name.startsWith( CxUtil.sourceNodeMappingPrefix) && !name.startsWith(CxUtil.targetNodeMappingPrefix)) { edgeAttrs.put(name, value); From be791299f5f924ecf1a337631a4447c18fb5f369 Mon Sep 17 00:00:00 2001 From: jingjingbic Date: Wed, 16 Aug 2023 17:20:24 -0700 Subject: [PATCH 04/35] Adding HCX spec as a new post. Make cx and cx2 spec link permanent. --- docs/_config.yml | 8 +- .../2023-08-09-hcx-specification.markdown | 239 ++++++++++++++++++ docs/assets/img/HCX-1-file-model.png | Bin 0 -> 223476 bytes docs/assets/img/HCX-2-file-model.png | Bin 0 -> 210318 bytes docs/assets/img/ball_n_stick_depth.png | Bin 0 -> 11245 bytes 5 files changed, 246 insertions(+), 1 deletion(-) create mode 100644 docs/_excluded_posts/2023-08-09-hcx-specification.markdown create mode 100644 docs/assets/img/HCX-1-file-model.png create mode 100644 docs/assets/img/HCX-2-file-model.png create mode 100644 docs/assets/img/ball_n_stick_depth.png diff --git a/docs/_config.yml b/docs/_config.yml index 71ae430..21434a7 100644 --- a/docs/_config.yml +++ b/docs/_config.yml @@ -24,7 +24,9 @@ description: >- # this means to ignore newlines until "baseurl:" Documentation of Cytoscape Exchange Format baseurl: "/cx" # the subpath of your site, e.g. /blog url: "https://www.cytoscape.org" # the base hostname & protocol for your site, e.g. http://example.com -twitter_username: jekyllrb +permalink: /:categories/:title/ + + github_username: jingjingbic # Build settings @@ -35,6 +37,10 @@ theme: minima plugins: - jekyll-feed +collections: + excluded_posts: + output: true + # Exclude from processing. # The following items will not be processed, by default. # Any item listed under the `exclude:` key here will be automatically added to diff --git a/docs/_excluded_posts/2023-08-09-hcx-specification.markdown b/docs/_excluded_posts/2023-08-09-hcx-specification.markdown new file mode 100644 index 0000000..f191ccb --- /dev/null +++ b/docs/_excluded_posts/2023-08-09-hcx-specification.markdown @@ -0,0 +1,239 @@ +--- +layout: post +title: Hierarchical Network Schema for CX (Version 0.1) +date: 2023-08-09 13:54:21 -0800 +collection: excluded_posts +categories: cx2 +permalink: /:categories/:title/ +published: true +--- + +This document outlines the CX schema designed to store hierarchical structures within a CX network. Within Ideker Lab's applications, a hierarchy typically encompasses two distinct data categories: + +1. An interaction (or similarity) network. +2. A hierarchy that is derived from the aforementioned interaction network. + +The hierarchy and the interaction network can be stored in one or more CX files, contingent upon specific application requirements. This CX schema is designed for Cytoscape-Hiview integration, it should also cover other common use cases in Ideker Lab. + +Applicable solely to CX version 2 (CX2) only, this schema accommodates two primary storage models: + +1. **Multi-file model** - In this approach, hierarchies and associated interaction network(s) reside within two or more CX files. This model aligns with our usage in Cytoscape Web. +2. **Single file model** - This model contains only one CX file. Its major use case is for archival. + +## **Multi-file model** + +In this model, the complete data set contains one network for the hierarchy, and one or more networks for the interaction networks. These networks can be stored as flat files in the file system. They can also be stored as CX networks in NDEx or a Cytoscape Web workspace. + +![HCX 2 file model]({{ site.baseurl }}/assets/img/HCX-2-file-model.png) + +### Hierarchy network + +This network stores the hierarchy derived from the interaction network, including its visual styles and layouts. In general, users can put any attributes on nodes and edges, and the network. However, this schema adds these constraints to some of the core aspects. + +#### networkAttributes +It should contain these attributes +1. Attribute name: **ndexSchema** + + Attribute value type: string + + Attribute value: hierarchy_v0.1 + +2. Attribute name: **HCX::modelFileCount** + + Attribute value type: integer + + Attribute value: Should be greater than 1. It is the actual count of all the files that this hierarchy references, including the hierarchy itself. This is the value that can be used to decide the type of a model file. 1 is a single file model and all other values means this is a multi-file model. + + **Note**: nodes on this hierarchy can point to its own interaction network. It is normally a subnetwork of the top level interaction network, but it can also be any network. + +3. One of these attributes to link to the interaction network. + + - Attribute name: **HCX::interactionNetworkUUID** + + Value: uuid of the interaction network. If the interaction network is stored on a NDEx server, this attribute should contain the uuid of that network. If the interaction network is a local network in users current Cytoscape Web workspace, this attribute contains the local uuid of that network. + + - Attribute name: **HCX::interactionNetworkHost** + + Attribute type: string + + Attribute value: host name of the NDEx server that stores the interaction network. + + NOTE: For production NDEx, use www.ndexbio.org as the hostname. + + This attribute should only be populated when HCX::interactionNetworkUUID is defined. If this value is null or this attribute is missing, the HCX::interactionNetworkUUID value should be treated as a Cytoscape Web local network UUID in the currently opened workspace. + + - Attribute name: **HCX::interactionNetworkName** + + Value: file name as a string, assume the file is located in the same directory of the hierarchy + + - Attribute name: **HCX::interactionNetworkURL** + + Value: a URL which points to the interaction network. + + **Note**: If each node in the hierarchy points to its own interaction network, it is possible to omit the interaction links at the network level. + + +#### nodes + +Each node in the hierarchy should have this attribute: + - Attribute name: **HCX::isRoot** + + Attribute value type: boolean + + Attribute value: Root node should have value true and all other nodes should have false on this attribute. + +A node in the hierarchy can link to a subnetwork in the parent interaction network or a separate network. The linkage can be established using one of these attributes on a node in the hierarchy. + + - Attribute name: **HCX::members** + + Attribute value type: list of long + + Attribute value: list of CX IDs of nodes in the interaction network. It is similar to the CD_memberList attribute in the hierarchy network generated by the CDAPS app in Cytoscape. + + - Attribute name: **HCX::memberEdges** + + Attribute value type: list of long + + Attribute value: list of CX IDs of edges in the interaction network. + + - Attribute name: **HCX::interactionNetworkUUID**, **HCX::interactionNetworkName** or **HCX::interactionNetworkURL** + + Attribute value type: string + + Attribute value: Using one of these attributes, a node can declare its own interaction network. When one of these attributes exists, it overwrites the value declared in the networkAttributes aspect. + + + - Attribute name: **HCX::memberQuery** + + Attribute value type: string + + Attribute value: a JSON string which describes a query on the interaction network. It has this structure: + + ```javascript + { + "nodes": { + "attribute": string // name of the attribute + "values": list of values + }, + "edges": { + "attribute": string + "operator": string // supported values are ">", "=", "<" or "in" + "value": single value or a list of values + } + } + ``` + + For example: this JSON structure + + + ```javascript + + { + "nodes": + { + "attribute": "name", + "values": ["AKT1", "MTOR","EGFR" ] + } + "edges": { + "Attribute":"score", + "operator": ">", + "value": 0.6 + } + } + ``` + + means this node links to a subnetwork derived from a direct query starting from nodes which have "AKT1","MTOR" or "EGFR" on its name,and the edges with score value above 0.6 between the starting nodes. + +#### edges + +Edges are directed. Target node should always be the child node on that edge. + +#### Visualization of the hierarchy + +The core aspects store the ball-and-stick (classic) view of the hierarchy, which includes a layout and one or many visual styles. + +The default visual style for the classic view is stored in the visualProperties aspect. If the classic view has more than one style defined on it, these additional styles should be named and they should be stored in the otherVisualProperties aspect. This is the structure of the otherVisualProperties aspect: + + ```javascript + { + otherVisualProperties: [ + { + "name": string // name of the style + "visualProperties": [ + //Visual properties and mapping rules defined in the style. + ] + } + ] + } + ``` + +Visualization data for circle-packing (Hiview) view are stored in these two aspects + +1. circlePackingLayouts: This aspect contains the layout information for Hiview. It has this data structure: + + ```javascript + { + circlePackingLayouts: + [ { + "id": string // unique id + "cxId": //CX Id of node this circle represents + "X": number // x coordinate of the circle + "Y": number // y coordinate of the circle + "R": number // radius of the circle + "depth": integer // steps to the root node. It should be a non-negative integer. + "type": gene or assembly // + } + ] + } + ``` + + For circle packing Depth is 0 for root node (blue) as seen in this figure + + ![]({{ site.baseurl }}/assets/img/ball_n_stick_depth.png) + +2. circlePackingStyles: + +``` + { + visualProperties and mappings + } +``` + +### Interaction network + +There is no special requirements for the interaction network(s) in the multi-file model. + +## **Single-file model** + +In this model, a hierarchy and its interaction network are stored in a single CX network. The hierarchy is stored in the core aspects, such as "nodes" and "edges" aspects, and interaction network data are stored in opaque aspects prefixed with "interactionNetwork::" in the aspect name. + +![HCX 2 file model]({{ site.baseurl }}/assets/img/HCX-1-file-model.png) + +### Constraints on core CX aspects +In general, users can put any attributes on nodes and edges, and the network. However, this schema adds these constraints to some of the core aspects. + +#### networkAttributes + +It should contain these 2 attributes + 1. Attribute name: **ndexSchema** + + Attribute value type: string + + Attribute value: hierarchy_v0.1 + + 2. Attribute name: **HCX::modelFileCount** + + Attribute value type: integer + + Attribute value: 1 + +#### Nodes + +All specifications regarding node attributes in the multi-file model apply to the nodes in the single-file model, with the exception that the HCX::interactionNetworkUUID, HCX::interactionNetworkName, and HCX::interactionNetworkURL attributes are not supported. + +#### Interaction network + +The data of the interaction network are stored in aspects that are prefixed with "interactionNetwork::". For example + +interactionNetwsork::attributeDeclarations aspect stores the attributeDeclarations aspect of the interaction network, and interactionNetwork::nodes aspect stores the nodes aspect of the interaction network. The interaction network can contain any number of styles on it using the scheme we detailed in the "Visualization of the hierarchy" section. 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