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Example script: Starting a data generation job
Kicking off a data generation using Python. Note the version that this script was tested against. This script is also hosted on Github.
Python
Node
Powershell
Bash
tonic_generation.py
# Note that we do not guarantee backwards compatibility for our API.
# Please look at the Swagger API documentation that comes with your instance
# for your exact version's endpoints and parameters. If you are using hosted
# Tonic, you can find the API documentation here:
# Tested 2021.04.12 with Tonic API v199
import json
# Be sure to install requests via pip, pipenv, or poetry before running.
import requests
# Parameters
TONIC_API_KEY = "<<TONIC API TOKEN>>"
TONIC_URL = "https://<<TONIC HOSTNAME>>"
WORKSPACE_NAME = "<<TONIC WORKSPACE>>"
class TonicSession:
def __init__(self, base_url, api_key):
self._base_url = base_url
self._session = requests.Session()
self._api_key = api_key
self._session.headers.update({"Authorization": "Apikey {}".format(api_key)})
def _get_url(self, api_snippet):
return "{}{}".format(self._base_url, api_snippet)
def generate_data(self, workspace_id):
generate_data_url = self._get_url("/api/generateData/start")
params = {"workspaceId": workspace_id}
r = self._session.post(generate_data_url, params=params)
if r.ok:
print("Data generation started")
else:
r.raise_for_status()
def generate_data_status(self, workspace_id):
generate_data_status_url = self._get_url("/api/generateData")
params = {"workspaceId": workspace_id}
r = self._session.get(generate_data_status_url, params=params)
if r.ok:
print(json.dumps(r.json(), indent=2))
else:
r.raise_for_status()
def get_workspaces(self):
workspace_list_url = self._get_url("/api/workspace")
r = self._session.get(workspace_list_url)
if r.ok:
return r.json()
else:
r.raise_for_status()
def find_workspace_id(workspaces_json, workspace_name):
for workspace in workspaces_json:
if workspace["workspaceName"] == workspace_name:
return workspace["id"]
raise RuntimeError("No Workspace found with name: {}".format(workspace_name))
def main():
session = TonicSession(TONIC_URL, TONIC_API_KEY)
workspace_id = find_workspace_id(session.get_workspaces(), WORKSPACE_NAME)
# Starts a new data generation
session.generate_data(workspace_id)
# Prints out the current status of the workspace
session.generate_data_status(workspace_id)
if __name__ == "__main__":
main()
tonic_generation.js
// Note that we do not guarantee API back compatibility. Please look at the
// Swagger API documentation that comes with your instance for your exact
// version's endpoints and parameters. If you are using hosted Tonic, you can
// find the API documentation here: https://app.tonic.ai/apidocs/index.html
// Tested 2020.11.30 with Tonic API v145
// Install node-fetch with npm install node-fetch
const fetch = require('node-fetch');
const apiKey = "<<TONIC API TOKEN>>";
const workspaceName = "<<TONIC WORKSPACE>>";
const tonicUrl = "https://<<TONIC HOSTNAME>>"
async function getWorkspaceId() {
let response = await fetch(`${tonicUrl}/api/workspace`, {
method: 'get',
headers: { 'Authorization': `apikey ${apiKey}` },
});
const workspaces = await response.json();
const filteredWorkspaces = workspaces.filter(w => w.fingerprintName === workspaceName);
if (filteredWorkspaces.length !== 1) {
throw new Error(`No Workspace found with name: ${workspaceName}`);
}
return filteredWorkspaces[0].id;
}
async function generateData(workspaceId) {
let response = await fetch(`${tonicUrl}/api/generateData/start?workspaceId=${workspaceId}&strictMode=RejectOnAllSchemaItems`, {
method: 'post',
headers: { 'Authorization': `apikey ${apiKey}` },
});
if(!response.ok) {
throw new Error(await response.text());
}
const job = await response.json();
return job.id;
}
getWorkspaceId()
.then(workspaceId =>generateData(workspaceId))
.then(jobId => console.log(`Job ${jobId} queued`));
tonic_generation.ps1
# Note that we do not guarantee API back compatibility. Please look at the
# Swagger API documentation that comes with your instance for your exact
# version's endpoints and parameters. If you are using hosted Tonic, you can
# find the API documentation here: https://app.tonic.ai/apidocs/index.html
# Tested 2020.11.30 with Tonic API v145
$apiKey = "<<TONIC API TOKEN>>"
$workspaceName = "<<TONIC WORKSPACE>>"
$tonicUrl = "https://<<TONIC HOSTNAME>>"
$headers = New-Object "System.Collections.Generic.Dictionary[[String],[String]]"
$headers.Add("Authorization", "apikey $apiKey")
$headers.Add("Accept", "application/json")
$workspaceResponse = Invoke-RestMethod "$tonicUrl/api/workspace" -Method 'GET' -Headers $headers -UseBasicParsing
$filteredWorkspaces = $workspaceResponse.Where({$_.fingerPrintName -eq $workspaceName})
if ($filteredWorkspaces.Count -ne 1)
{
throw "No Workspace found with name: $workspaceName"
}
$workspaceId = $filteredWorkspaces[0].id
try {
$generateResponse = Invoke-RestMethod "$tonicUrl/api/generateData/start?workspaceId=$workspaceId&strictMode=RejectOnAllSchemaItems" -Method 'POST' -Headers $headers -UseBasicParsing
$jobId = $generateResponse.id
Write-Host "Job $jobId queued"
}
catch {
$result = $_.Exception.Response.GetResponseStream()
$reader = New-Object System.IO.StreamReader($result)
$reader.BaseStream.Position = 0
$reader.DiscardBufferedData()
$responseBody = $reader.ReadToEnd();
throw $responseBody
}
tonic_generation.sh
#!/bin/bash
# Note that we do not guarantee API back compatibility. Please look at the
# Swagger API documentation that comes with your instance for your exact
# version's endpoints and parameters. If you are using hosted Tonic, you can
# find the API documentation here: https://app.tonic.ai/apidocs/index.html
# Tested 2020.11.30 with Tonic API v145
# This script requires jq to be installed
apikey="<<TONIC API TOKEN>>"
workspaceName="<<TONIC WORKSPACE>>"
tonicUrl="https://<<TONIC HOSTNAME>>"
workspaceResponse=$(curl -v --request GET "${tonicUrl}/api/workspace" -H "Authorization: apikey $apikey" -H "Accept: application/json")
workspaceId=jq '.[] | select(.fingerprintName == $workspaceName) | .id'
if [ ${#workspaceId} != 36 ]
then
echo "No Workspace found with name: $workspaceName"
exit 1
fi
generateResponse=$(curl -v --request POST "${tonicUrl}/api/generateData/start?workspaceId=${workspaceId}&strictMode=RejectOnAllSchemaItems" -H "Authorization: apikey $apikey" -H "Accept: application/json" -H "Content-Length: 0")
if [[ $generateResponse == *{* ]]
then
jobId=$(echo $generateResponse | jq '.id' | tr -d '"')
echo "Job $jobId queued"
else
echo $generateResponse | tr -d '"'
exit 1
fi
Last modified 4mo ago