Encord Annotate API
Working with Ontologies (API)
Get started
- Introduction to Encord
- 1. Goals with Encord
- 2. Import data
- 3. Create Dataset
- 4. Create an Ontology
- 5. Create a Project
- How to Label
General
Index
- Overview of Encord Index
- Getting Started with Index
- Custom Metadata
- Upload files to Encord
- Files
- Index Basics
- Text & HTML Files
Annotate
- Overview of Encord Annotate
- Get Started with Annotate
- Datasets
- Ontologies
- Agents (BETA)
- Projects
- Export labels
- Webhooks and Notifications
- Label Editor
- Automated Labeling
- Encord Annotate API
- Settings
- API Keys
- Annotate FAQ
Active
- Overview of Encord Active
- Get started with Active
- Importing
- Basics
- Custom Metadata
- Collections and Bulk Actions
- Embeddings
- Tutorials
- How to
- Model Evaluation
- Active Videos Guides
- Active FAQ
Encord Annotate API
Working with Ontologies (API)
Fetching existing ontologies
You can get basic information about all your available ontologies.
const crypto = require('crypto');
const sshpk = require('sshpk');
const generateAuthHeader = (data, privateKey) => {
const pkParsed = sshpk.parsePrivateKey(privateKey, 'openssh');
const hashedData = crypto.createHash('sha256').update(data).digest();
const s = pkParsed.createSign('sha512');
s.update(hashedData);
const signature = s.sign();
const publicKey = pkParsed.toPublic();
const pkData = publicKey.parts[0].data;
const pkDataString = pkData.toString('hex');
return `${pkDataString}:${signature.parts[0].data.toString('hex')}`;
};
var axios = require('axios');
var data = JSON.stringify(
{
"query_type": "ontologywithuserrole",
"query_method":"GET",
"values": {
"uid": null,
"payload": {
"filter": {
// All filters are optional and can be omitted if not used
"title_eq": "Encord", // exact string match of the title
"title_like": "En%rd", // SQL-like string string match of the title
"desc_eq": "Encord", // exact string match of the description
"desc_like": "En%rd", // SQL-like string match of the description
"created_before": "2023-09-09 00:00:00.000000", // str datetime in ISO format (YYYY-MM-DD HH:MM:SS.mmmmmm)
"created_after": "2023-09-09 00:00:00.000000", // str datetime in ISO format (YYYY-MM-DD HH:MM:SS.mmmmmm)
"edited_before": "2023-09-09 00:00:00.000000", // str datetime in ISO format (YYYY-MM-DD HH:MM:SS.mmmmmm)
"edited_after": "2023-09-09 00:00:00.000000", // str datetime in ISO format (YYYY-MM-DD HH:MM:SS.mmmmmm)
}
}
}
});
var config = {
method: 'post',
url: 'https://api.encord.com/public/user',
headers: {
'Content-Type': 'application/json',
'Authorization': generateAuthHeader(data, '<Private key>'),
'Accept': 'application/json'
},
data : data
};
axios(config)
.then(function (response) {
console.log(JSON.stringify(response.data));
})
.catch(function (error) {
console.log(error);
});
curl --location --request POST 'https://api.encord.com/public/user' \
--header 'Content-Type: application/json' \
--header 'Authorization: <auth_header>' \
--header 'Accept: application/json' \
--data-raw '{
"query_type": "ontologywithuserrole",
"query_method":"GET",
"values": {
"uid": null,
"payload": {
"filter": {
"title_eq": "Encord",
"title_like": "En%rd",
"desc_eq": "Encord",
"desc_like": "En%rd",
"created_before": "2023-09-09 00:00:00.000000",
"created_after": "2023-09-09 00:00:00.000000",
"edited_before": "2023-09-09 00:00:00.000000",
"edited_after": "2023-09-09 00:00:00.000000",
}
}
}
}
}'
Getting in depth ontology data
To fetch details about a specific ontology, use the below request:
const crypto = require('crypto');
const sshpk = require('sshpk');
const generateAuthHeader = (data, privateKey) => {
const pkParsed = sshpk.parsePrivateKey(privateKey, 'openssh');
const hashedData = crypto.createHash('sha256').update(data).digest();
const s = pkParsed.createSign('sha512');
s.update(hashedData);
const signature = s.sign();
const publicKey = pkParsed.toPublic();
const pkData = publicKey.parts[0].data;
const pkDataString = pkData.toString('hex');
return `${pkDataString}:${signature.parts[0].data.toString('hex')}`;
};
var axios = require('axios');
var data = JSON.stringify(
{
"query_type": "ontology",
"query_method":"GET",
"values": {
"uid": "<ontology_hash>",
"payload": null,
}
});
var config = {
method: 'post',
url: 'https://api.encord.com/public',
headers: {
'Content-Type': 'application/json',
'Accept-Encoding': 'gzip',
'ResourceID': '\<ontology_hash>',
'ResourceType': 'ontology',
'Authorization': generateAuthHeader(data, 'Private key'),
'Accept': 'application/json'
},
data : data
};
axios(config)
.then(function (response) {
console.log(JSON.stringify(response.data));
})
.catch(function (error) {
console.log(error);
});
curl --location --request POST 'https://api.encord.com/public' \
--header 'Content-Type: application/json' \
--header 'ResourceID: <ontology hash>' \
--header 'ResourceType: ontology' \
--header 'Accept-Encoding: gzip' \
--header 'Authorization: <auth_header>' \
--header 'Accept: application/json' \
--data-raw '{
"query_type": "ontology",
"query_method":"GET",
"values": {
"uid": \<ontology_hash>,
"payload": null
}
}
}'
Creating an ontology
We recommend first creating an ontology in the UI, and inspecting the structure using the fetch ontology api.
Ontologies can’t be deleted via the SDK or the API, as this is a significant and irreversible operation. Please use our web-app to delete ontologies.
const crypto = require('crypto');
const sshpk = require('sshpk');
const generateAuthHeader = (data, privateKey) => {
const pkParsed = sshpk.parsePrivateKey(privateKey, 'openssh');
const hashedData = crypto.createHash('sha256').update(data).digest();
const s = pkParsed.createSign('sha512');
s.update(hashedData);
const signature = s.sign();
const publicKey = pkParsed.toPublic();
const pkData = publicKey.parts[0].data;
const pkDataString = pkData.toString('hex');
return `${pkDataString}:${signature.parts[0].data.toString('hex')}`;
};
var axios = require('axios');
var data = JSON.stringify(
{
"query_type": "ontology",
"query_method":"POST",
"values": {
"uid": null,
"payload": {
"title": "<ontology_title>",
"description": "<ontology_description>",
"editor": {}, // You can specify an arbitrary valid ontology structure here.
}
}
});
var config = {
method: 'post',
url: 'https://api.encord.com/public/user',
headers: {
'Content-Type': 'application/json',
'Authorization': generateAuthHeader(data, '<Private key>'),
'Accept': 'application/json'
},
data : data
};
axios(config)
.then(function (response) {
console.log(JSON.stringify(response.data));
})
.catch(function (error) {
console.log(error);
});
curl --location --request POST 'https://api.encord.com/public/user' \
--header 'Content-Type: application/json' \
--header 'Authorization: <auth_header>' \
--header 'Accept: application/json' \
--data-raw '{
"query_type": "ontology",
"query_method": "POST",
"values": {
"uid": null,
"payload": {
"title": "<ontology_title>",
"description": "<ontology_description>",
"editor": {},
}
}
}'
Copying an ontology
To copy an ontology into a new one, it is best to:
- Get the ontology.
- Copy the “editor” structure.
- Create a new ontology with the pasted “editor”.
This will allow you to change the ontology for one project.
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