tweak
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title | description | slug | section |
---|---|---|---|
DDO Metadata | Specification of the DDO subset dedicated to asset metadata | /concepts/ddo-metadata/ | concepts |
Overview
This page defines the schema for asset metadata. Metadata is the subset of an Ocean DDO that holds information about the asset.
The schema is based on public schema.org DataSet schema.
Standardizing labels is key to effective searching, sorting and filtering (discovery).
This page specifies metadata attributes that must be included, and that may be included. These attributes are organized hierarchically, from top-layer attributes like "main"
to sub-level attributes like "main.type"
. This page also provides DDO metadata examples.
Rules for Metadata Storage and Control in Ocean
The publisher publishes an asset DDO (including metadata) onto the chain.
The publisher may be the asset owner, or a marketplace acting on behalf of the owner.
Most metadata fields may be modified after creation. The blockchain records the provenance of changes.
DDOs (including metadata) are found in two places:
- Remote - main storage, on-chain. File URLs are always encrypted. One may actually encrypt all metadata, at a severe cost to discoverability.
- Local - local cache. All fields are in plaintext.
Ocean Aquarius helps manage metadata. It can be used to write DDOs to the chain, read from the chain, and has a local cache of the DDO in plaintext with fast search.
Fields for Metadata
An asset represents a resource in Ocean, e.g. a dataset or an algorithm.
A metadata
object has the following attributes, all of which are objects. Some are only required for local or remote, and are specified as such.
Attribute | Required | Description |
---|---|---|
main |
Yes | Main attributes |
encryptedFiles |
Remote | Encrypted string of the attributes.main.files object. |
encryptedServices |
Remote | Encrypted string of the attributes.main.services object. |
status |
No | Status attributes |
additionalInformation |
No | Optional attributes |
The main
and additionalInformation
attributes are independent of the asset type.
Fields for attributes.main
The main
object has the following attributes.
Attribute | Type | Required | Description |
---|---|---|---|
name |
Text | Yes | Descriptive name or title of the asset. |
type |
Text | Yes | Asset type. Includes "dataset" (e.g. csv file), "algorithm" (e.g. Python script). Each type needs a different subset of metadata attributes. |
author |
Text | Yes | Name of the entity generating this data (e.g. Tfl, Disney Corp, etc.). |
license |
Text | Yes | Short name referencing the license of the asset (e.g. Public Domain, CC-0, CC-BY, No License Specified, etc. ). If it's not specified, the following value will be added: "No License Specified". |
files |
Array of files object | Yes | Array of File objects including the encrypted file urls. |
dateCreated |
DateTime | Yes | The date on which the asset was created by the originator. ISO 8601 format, Coordinated Universal Time, e.g. 2019-01-31T08:38:32Z . |
datePublished |
DateTime | Remote | The date on which the asset DDO is registered into the metadata store (Aquarius) |
Fields for attributes.main.files
The files
object has a list of file
objects.
Each file
object has the following attributes, with the details necessary to consume and validate the data.
Attribute | Required | Description |
---|---|---|
index |
Yes | Index number starting from 0 of the file. |
contentType |
Yes | File format. |
url |
Local | Content URL. Omitted from the remote metadata. Supports http(s):// and ipfs:// URLs. |
name |
No | File name. |
checksum |
No | Checksum of the file using your preferred format (i.e. MD5). Format specified in checksumType . If it's not provided can't be validated if the file was not modified after registering. |
checksumType |
No | Format of the provided checksum. Can vary according to server (i.e Amazon vs. Azure) |
contentLength |
No | Size of the file in bytes. |
encoding |
No | File encoding (e.g. UTF-8). |
compression |
No | File compression (e.g. no, gzip, bzip2, etc). |
encrypted |
No | Boolean. Is the file encrypted? If is not set is assumed the file is not encrypted |
encryptionMode |
No | Encryption mode used. Just valid if encrypted=true |
resourceId |
No | Remote identifier of the file in the external provider. It is typically the remote id in the cloud provider. |
attributes |
No | Key-Value hash map with additional attributes describing the asset file. It could include details like the Amazon S3 bucket, region, etc. |
Fields for attributes.status
A status
object has the following attributes.
Attribute | Type | Required | Description |
---|---|---|---|
isListed |
Boolean | No | Use to flag unsuitable content. True by default. If it's false, the content must not be returned. |
isRetired |
Boolean | No | Flag retired content. False by default. If it's true, the content may either not be returned, or returned with a note about retirement. |
isOrderDisabled |
Boolean | No | For temporarily disabling ordering assets, e.g. when file host is in maintenance. False by default. If it's true, no ordering of assets for download or compute should be allowed. |
Fields for attributes.additionalInformation
All the additional information will be stored as part of the additionalInformation
section.
Attribute | Type | Required | |
---|---|---|---|
tags |
Array of Text | No | Array of keywords or tags used to describe this content. Empty by default. |
description |
Text | No | Details of what the resource is. For a dataset, this attribute explains what the data represents and what it can be used for. |
copyrightHolder |
Text | No | The party holding the legal copyright. Empty by default. |
workExample |
Text | No | Example of the concept of this asset. This example is part of the metadata, not an external link. |
links |
Array of Link | No | Mapping of links for data samples, or links to find out more information. Links may be to either a URL or another Asset. We expect marketplaces to converge on agreements of typical formats for linked data: The Ocean Protocol itself does not mandate any specific formats as these requirements are likely to be domain-specific. The links array can be an empty array, but if there is a link object in it, then an "url" is required in that link object. |
inLanguage |
Text | No | The language of the content. Please use one of the language codes from the IETF BCP 47 standard. |
categories |
Array of Text | No | Optional array of categories associated to the asset. Note: recommended to use "tags" instead of this. |
Fields - Other Suggestions
Here are example attributes to help an asset's discoverability.
Attribute | Description |
---|---|
updateFrequency |
An indication of update latency - i.e. How often are updates expected (seldom, annually, quarterly, etc.), or is the resource static that is never expected to get updated. |
structuredMarkup |
A link to machine-readable structured markup (such as ttl/json-ld/rdf) describing the dataset. |
DDO Metadata Example - Local
This is what the DDO metadata looks like. All fields are in plaintext. This is before it's stored on-chain or when it's retrieved and decrypted into a local cache.
{
"main": {
"name": "Madrid Weather forecast",
"dateCreated": "2019-05-16T12:36:14.535Z",
"author": "Norwegian Meteorological Institute",
"type": "dataset",
"license": "Public Domain",
"price": "123000000000000000000",
"files": [
{
"index": 0,
"url": "https://example-url.net/weather/forecast/madrid/350750305731.xml",
"contentLength": "0",
"contentType": "text/xml",
"compression": "none"
}
]
},
"additionalInformation": {
"description": "Weather forecast of Europe/Madrid in XML format",
"copyrightHolder": "Norwegian Meteorological Institute",
"categories": ["Other"],
"links": [],
"tags": [],
"updateFrequency": null,
"structuredMarkup": []
},
"status": {
"isListed": true,
"isRetired": false,
"isOrderDisabled": false
}
}
DDO Metadata Example - Remote
The previous example was for a local cache, with all fields in plaintext.
Here's the same example, for remote on-chain storage. That is, it's how metadata looks as a response to querying Aquarius (remote metadata).
How remote is changed, compared to local:
url
is removed from all objects in thefiles
arrayencryptedFiles
is added.
{
"service": [
{
"index": 0,
"serviceEndpoint": "http://aquarius:5000/api/v1/aquarius/assets/ddo/{did}",
"type": "metadata",
"attributes": {
"main": {
"type": "dataset",
"name": "Madrid Weather forecast",
"dateCreated": "2019-05-16T12:36:14.535Z",
"author": "Norwegian Meteorological Institute",
"license": "Public Domain",
"files": [
{
"contentLength": "0",
"contentType": "text/xml",
"compression": "none",
"index": 0
}
],
"datePublished": "2019-05-16T12:41:01Z"
},
"encryptedFiles": "0x7a0d1c66ae861…df43aa9",
"additionalInformation": {
"description": "Weather forecast of Europe/Madrid in XML format",
"copyrightHolder": "Norwegian Meteorological Institute",
"categories": ["Other"],
"links": [],
"tags": [],
"updateFrequency": null,
"structuredMarkup": []
},
"status": {
"isListed": true,
"isRetired": false,
"isOrderDisabled": false
}
}
}
]
}
Fields when attributes.main.type = algorithm
An asset of type algorithm
has the following additional attributes under main.algorithm
:
Attribute | Type | Required | Description |
---|---|---|---|
container |
Object |
Yes | Object describing the Docker container image. |
language |
string |
No | Language used to implement the software |
format |
string |
No | Packaging format of the software. |
version |
string |
No | Version of the software. |
The container
object has the following attributes:
Attribute | Type | Required | Description |
---|---|---|---|
entrypoint |
string |
Yes | The command to execute, or script to run inside the Docker image. |
image |
string |
Yes | Name of the Docker image. |
tag |
string |
Yes | Tag of the Docker image. |
checksum |
string |
Yes | Checksum of the Docker image. |
{
"index": 0,
"serviceEndpoint": "http://localhost:5000/api/v1/aquarius/assets/ddo/{did}",
"type": "metadata",
"attributes": {
"main": {
"author": "John Doe",
"dateCreated": "2019-02-08T08:13:49Z",
"license": "CC-BY",
"name": "My super algorithm",
"type": "algorithm",
"algorithm": {
"language": "scala",
"format": "docker-image",
"version": "0.1",
"container": {
"entrypoint": "node $ALGO",
"image": "node",
"tag": "10",
"checksum": "efb2c764274b745f5fc37f97c6b0e761"
}
},
"files": [
{
"name": "build_model",
"url": "https://raw.gith ubusercontent.com/oceanprotocol/test-algorithm/master/javascript/algo.js",
"index": 0,
"checksum": "efb2c764274b745f5fc37f97c6b0e761",
"contentLength": "4535431",
"contentType": "text/plain",
"encoding": "UTF-8",
"compression": "zip"
}
]
},
"additionalInformation": {
"description": "Workflow to aggregate weather information",
"tags": ["weather", "uk", "2011", "workflow", "aggregation"],
"copyrightHolder": "John Doe"
}
}
}
Fields when attributes.main.type = compute
An asset with a service of type compute
has the following additional attributes under main.privacy
:
Attribute | Type | Required | Description |
---|---|---|---|
allowRawAlgorithm |
boolean |
Yes | If True, a drag & drop algo can be runned |
allowNetworkAccess |
boolean |
Yes | If True, the algo job will have network access (stil WIP) |
publisherTrustedAlgorithms |
Array of Objects |
Yes | If Empty , then any published algo is allowed. (see below) |
The publisherTrustedAlgorithms
is an array of objects with the following structure:
Attribute | Type | Required | Description |
---|---|---|---|
did |
string |
Yes | The did of the algo which is trusted by the publisher. |
filesChecksum |
string |
Yes | Hash of ( algorithm's encryptedFiles + files section (as string) ) |
containerSectionChecksum |
string |
Yes | Hash of the algorithm container section (as string) |
To produce filesChecksum
:
sha256(
algorithm_ddo.service['metadata'].attributes.encryptedFiles +
JSON.Stringify(algorithm_ddo.service['metadata'].attributes.main.files)
)
To produce containerSectionChecksum
:
sha256(
JSON.Stringify(
algorithm_ddo.service['metadata'].attributes.main.algorithm.container
)
)
Example of a compute service
{
"type": "compute",
"index": 1,
"serviceEndpoint": "https://provider.oceanprotocol.com",
"attributes": {
"main": {
"name": "dataAssetComputingService",
"creator": "0xA32C84D2B44C041F3a56afC07a33f8AC5BF1A071",
"datePublished": "2021-02-17T06:31:33Z",
"cost": "1",
"timeout": 3600,
"privacy": {
"allowRawAlgorithm": true,
"allowNetworkAccess": false,
"publisherTrustedAlgorithms": [
{
"did": "0xxxxx",
"filesChecksum": "1234",
"containerSectionChecksum": "7676"
},
{
"did": "0xxxxx",
"filesChecksum": "1232334",
"containerSectionChecksum": "98787"
}
]
}
}
}
}