Hey there, fellow developer! Ready to dive into the world of Looker API integration? You're in for a treat. Looker's API is a powerhouse that'll let you programmatically access and manipulate your data like a boss. In this guide, we'll walk through building a solid integration in C#. Let's get cracking!
Before we jump in, make sure you've got:
First things first, let's get our project off the ground:
Install-Package Newtonsoft.Json
Install-Package RestSharp
Alright, let's tackle authentication. Looker uses OAuth 2.0, so we'll need to get our hands on an access token:
using RestSharp; using Newtonsoft.Json.Linq; public class LookerClient { private string _accessToken; private readonly string _baseUrl; private readonly string _clientId; private readonly string _clientSecret; public LookerClient(string baseUrl, string clientId, string clientSecret) { _baseUrl = baseUrl; _clientId = clientId; _clientSecret = clientSecret; } private async Task AuthenticateAsync() { var client = new RestClient($"{_baseUrl}/api/3.1/login"); var request = new RestRequest(Method.POST); request.AddHeader("Content-Type", "application/x-www-form-urlencoded"); request.AddParameter("client_id", _clientId); request.AddParameter("client_secret", _clientSecret); var response = await client.ExecuteAsync(request); var jsonResponse = JObject.Parse(response.Content); _accessToken = jsonResponse["access_token"].ToString(); } }
Now that we're authenticated, let's make our first API call:
public async Task<string> GetLookAsync(int lookId) { if (string.IsNullOrEmpty(_accessToken)) await AuthenticateAsync(); var client = new RestClient($"{_baseUrl}/api/3.1/looks/{lookId}"); var request = new RestRequest(Method.GET); request.AddHeader("Authorization", $"Bearer {_accessToken}"); var response = await client.ExecuteAsync(request); return response.Content; }
Let's add a few more methods to our LookerClient
class:
public async Task<string> RunQueryAsync(int queryId) { // Implementation similar to GetLookAsync } public async Task<string> GetDashboardAsync(int dashboardId) { // Implementation similar to GetLookAsync }
Don't forget to implement proper error handling and respect rate limits:
private async Task<IRestResponse> ExecuteWithRetryAsync(RestRequest request, int maxRetries = 3) { for (int i = 0; i < maxRetries; i++) { var response = await _client.ExecuteAsync(request); if (response.StatusCode != HttpStatusCode.TooManyRequests) return response; await Task.Delay(1000 * (i + 1)); // Exponential backoff } throw new Exception("Max retries exceeded"); }
Want to level up? Consider implementing:
Don't forget to test your integration thoroughly:
[TestMethod] public async Task TestGetLook() { var client = new LookerClient("https://your-instance.looker.com", "your-client-id", "your-client-secret"); var result = await client.GetLookAsync(1); Assert.IsNotNull(result); }
And there you have it! You've just built a robust Looker API integration in C#. Remember, this is just the tip of the iceberg. The Looker API has tons more to offer, so don't be afraid to explore and experiment.
Keep coding, keep learning, and most importantly, keep having fun with data!