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Cosmos DB Collection Throughput Checker Function - run.csx
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using System; | |
using System.Collections.Generic; | |
using System.Linq; | |
using System.Net; | |
using System.Net.Http; | |
using System.Threading.Tasks; | |
using Microsoft.Azure.Documents; | |
using Microsoft.Azure.Documents.Client; | |
using Microsoft.Azure.Management.Fluent; | |
using Microsoft.Azure.Management.ResourceManager.Fluent; | |
using Microsoft.Azure.Management.ResourceManager.Fluent.Authentication; | |
using Microsoft.Azure.WebJobs; | |
using Microsoft.Azure.WebJobs.Host; | |
using Newtonsoft.Json; | |
using SendGrid.Helpers.Mail; | |
private const int DefaultMaximumQuota = 2000; | |
public static async Task<Mail> Run(TimerInfo myTimer, TraceWriter log) | |
{ | |
// list the Cosmos DB accounts available | |
var accounts = await ListCosmosDBAccountsAsync(log); | |
// get the alerts to fire for each Cosmos DB account | |
var tasks = new List<Task<List<Alert>>>(); | |
foreach (var accountDetails in accounts) | |
{ | |
tasks.Add(CheckCosmosDBAccountAsync(accountDetails.EndpointUri, accountDetails.ReadOnlyKey, log)); | |
} | |
await Task.WhenAll(tasks); | |
var allAlerts = new List<Alert>(); | |
foreach (var completedTask in tasks) | |
{ | |
allAlerts.AddRange(completedTask.Result); | |
} | |
// send the alerts, if any | |
log.Info($"Found {allAlerts.Count} alert(s) to fire."); | |
if (! allAlerts.Any()) | |
{ | |
return null; | |
} | |
return CreateEmailAlert(allAlerts, log); | |
} | |
private static Mail CreateEmailAlert(List<Alert> allAlerts, TraceWriter log) | |
{ | |
var fullAlertString = "The following Cosmos DB collections may be overprovisioned:\n"; | |
foreach (var alert in allAlerts) | |
{ | |
fullAlertString += $"* {alert.ToString()}\n"; | |
} | |
var message = new Mail(); | |
message.AddContent(new Content | |
{ | |
Type = "text/plain", | |
Value = fullAlertString | |
}); | |
return message; | |
} | |
private static async Task<IEnumerable<CosmosDBAccount>> ListCosmosDBAccountsAsync(TraceWriter log) | |
{ | |
var accountList = new List<CosmosDBAccount>(); | |
// get the function's credentials from its managed service identity | |
var credentials = new AzureCredentialsFactory() | |
.FromMSI(new MSILoginInformation(MSIResourceType.AppService), AzureEnvironment.AzureGlobalCloud); | |
// get a list of all subscription IDs accessible to the logged in principal | |
var azure = Azure.Configure() | |
.Authenticate(credentials); | |
var subscriptions = await azure | |
.Subscriptions | |
.ListAsync(); | |
var subscriptionIds = subscriptions.Select(s => s.SubscriptionId); | |
// find all Cosmos DB accounts within each subscription | |
var tasks = new List<Task<IEnumerable<CosmosDBAccount>>>(); | |
foreach (var subscriptionId in subscriptionIds) | |
{ | |
tasks.Add(ListCosmosDBAccountsInSubscriptionAsync(subscriptionId, credentials, log)); | |
} | |
await Task.WhenAll(tasks); | |
foreach (var task in tasks) | |
{ | |
accountList.AddRange(task.Result); | |
} | |
return accountList; | |
} | |
private static async Task<IEnumerable<CosmosDBAccount>> ListCosmosDBAccountsInSubscriptionAsync(string subscriptionId, AzureCredentials credentials, TraceWriter log) | |
{ | |
var accountList = new List<CosmosDBAccount>(); | |
// connect to the Azure subscription | |
var azure = Azure | |
.Configure() | |
.Authenticate(credentials) | |
.WithSubscription(subscriptionId); | |
log.Verbose($"Checking subscription '{subscriptionId}'"); | |
// list all Cosmos DB accounts within the subscription | |
var accounts = await azure.CosmosDBAccounts.ListAsync(); | |
foreach (var account in accounts) | |
{ | |
// get the account endpoint URI and read-only key | |
var endpointUri = account.DocumentEndpoint; | |
var authKeys = await account.ListReadOnlyKeysAsync(); | |
accountList.Add(new CosmosDBAccount | |
{ | |
EndpointUri = endpointUri, | |
ReadOnlyKey = authKeys.PrimaryReadonlyMasterKey | |
}); | |
} | |
return accountList; | |
} | |
private static async Task<List<Alert>> CheckCosmosDBAccountAsync(string endpointUri, string authKeyString, TraceWriter log) | |
{ | |
var alerts = new List<Alert>(); | |
// connect to the Cosmos DB account | |
var client = new DocumentClient(new Uri(endpointUri), authKeyString); | |
var account = await client.GetDatabaseAccountAsync(); | |
log.Verbose($"Scanning Cosmos DB account '{account.Id}'"); | |
// get a list of databases in the account | |
var databases = await client.ReadDatabaseFeedAsync(); | |
// get a list of offers, each of which represent the throughput of a collection | |
var offers = await client.ReadOffersFeedAsync(); | |
foreach (var database in databases) | |
{ | |
// get a list of collections within the database | |
var collections = await client.ReadDocumentCollectionFeedAsync(database.CollectionsLink); | |
foreach (var collection in collections) | |
{ | |
log.Verbose($"Checking collection '{collection.Id}' in database '{database.Id}'"); | |
long quota; | |
// find the quota (throughput) for the collection | |
var collectionOffer = offers.SingleOrDefault(o => o.ResourceLink == collection.SelfLink); | |
if (collectionOffer is OfferV2) | |
{ | |
quota = ((OfferV2)collectionOffer).Content.OfferThroughput; | |
} | |
else | |
{ | |
var offer = await client.ReadOfferAsync(collectionOffer.SelfLink); | |
quota = offer.CollectionQuota; | |
} | |
// check the throughput against the policy for the collection | |
var alert = CreateAlert(quota, account.Id, database.Id, collection.Id, log); | |
if (alert != null) | |
{ | |
alerts.Add(alert); | |
} | |
} | |
} | |
return alerts; | |
} | |
private static Alert CreateAlert(long quota, string accountId, string databaseId, string collectionId, TraceWriter log) | |
{ | |
var maximumQuota = GetMaximumQuotaForCollection(accountId, databaseId, collectionId); | |
if (quota > maximumQuota) | |
{ | |
log.Info($"Firing alert for collection '{collectionId}' in database '{databaseId}' in account '{accountId}'. Expected maximum throughput to be {maximumQuota}, actual throughput {quota}."); | |
return new Alert | |
{ | |
ActualQuota = quota, | |
MaximumQuota = maximumQuota, | |
AccountId = accountId, | |
DatabaseId = databaseId, | |
CollectionId = collectionId | |
}; | |
} | |
return null; | |
} | |
private static long GetMaximumQuotaForCollection(string accountId, string databaseId, string collectionId) | |
{ | |
var settingName = $"MaximumThroughput:{accountId}:{databaseId}:{collectionId}"; | |
var quotaSetting = System.Environment.GetEnvironmentVariable(settingName, EnvironmentVariableTarget.Process); | |
if (quotaSetting != null && long.TryParse(quotaSetting, out var quota)) | |
{ | |
return quota; | |
} | |
else | |
{ | |
return DefaultMaximumQuota; | |
} | |
} | |
class CosmosDBAccount | |
{ | |
public string EndpointUri { get; set; } | |
public string ReadOnlyKey { get; set; } | |
} | |
class Alert | |
{ | |
public long ActualQuota { get; set; } | |
public long MaximumQuota { get; set; } | |
public string AccountId { get; set; } | |
public string DatabaseId { get; set; } | |
public string CollectionId { get; set; } | |
public override string ToString() => $"`{CollectionId}` (in `{AccountId}/{DatabaseId}`) - expected maximum {MaximumQuota} RU/s, currently {ActualQuota} RU/s"; | |
} |
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