Cosmos DB - 删除文档

Question

How can I delete an individual record from Cosmos DB?

I can select using SQL syntax:

SELECT *
FROM collection1
WHERE (collection1._ts > 0)

And sure enough all documents (analogous to rows?) are returned

However this doesn't work when I attempt to delete

DELETE
FROM collection1
WHERE (collection1._ts > 0)

How do I achieve that?

Answer 1

The DocumentDB API's SQL is specifically for querying . That is, it only provides SELECT , not UPDATE or DELETE .

Those operations are fully supported, but require REST (or SDK) calls. For example, with .net, you'd call DeleteDocumentAsync() or ReplaceDocumentAsync() , and in node.js, this would be a call to deleteDocument() or replaceDocument() .

In your particular scenario, you could run your SELECT to identify documents for deletion, then make "delete" calls, one per document (or, for efficiency and transactionality, pass an array of documents to delete, into a stored procedure).

Answer 2

Another option to consider is the time to live (TTL). You can turn this on for a collection and then set an expiration for the documents. The documents will be cleaned up automatically for you as they expire.

Answer 3

The easiest way is probably by using Azure Storage Explorer . After connecting you can drill down to a container of choice, select a document and then delete it. You can find additional tools for Cosmos DB on https://gotcosmos.com/tools .

Answer 4

Create a stored procedure with the following code:

/**
 * A Cosmos DB stored procedure that bulk deletes documents for a given query.
 * Note: You may need to execute this stored procedure multiple times (depending whether the stored procedure is able to delete every document within the execution timeout limit).
 *
 * @function
 * @param {string} query - A query that provides the documents to be deleted (e.g. "SELECT c._self FROM c WHERE c.founded_year = 2008"). Note: For best performance, reduce the # of properties returned per document in the query to only what's required (e.g. prefer SELECT c._self over SELECT * )
 * @returns {Object.<number, boolean>} Returns an object with the two properties:
 *   deleted - contains a count of documents deleted
 *   continuation - a boolean whether you should execute the stored procedure again (true if there are more documents to delete; false otherwise).
 */
function bulkDeleteStoredProcedure(query) {
    var collection = getContext().getCollection();
    var collectionLink = collection.getSelfLink();
    var response = getContext().getResponse();
    var responseBody = {
        deleted: 0,
        continuation: true
    };

    // Validate input.
    if (!query) throw new Error("The query is undefined or null.");

    tryQueryAndDelete();

    // Recursively runs the query w/ support for continuation tokens.
    // Calls tryDelete(documents) as soon as the query returns documents.
    function tryQueryAndDelete(continuation) {
        var requestOptions = {continuation: continuation};

        var isAccepted = collection.queryDocuments(collectionLink, query, requestOptions, function (err, retrievedDocs, responseOptions) {
            if (err) throw err;

            if (retrievedDocs.length > 0) {
                // Begin deleting documents as soon as documents are returned form the query results.
                // tryDelete() resumes querying after deleting; no need to page through continuation tokens.
                //  - this is to prioritize writes over reads given timeout constraints.
                tryDelete(retrievedDocs);
            } else if (responseOptions.continuation) {
                // Else if the query came back empty, but with a continuation token; repeat the query w/ the token.
                tryQueryAndDelete(responseOptions.continuation);
            } else {
                // Else if there are no more documents and no continuation token - we are finished deleting documents.
                responseBody.continuation = false;
                response.setBody(responseBody);
            }
        });

        // If we hit execution bounds - return continuation: true.
        if (!isAccepted) {
            response.setBody(responseBody);
        }
    }

    // Recursively deletes documents passed in as an array argument.
    // Attempts to query for more on empty array.
    function tryDelete(documents) {
        if (documents.length > 0) {
            // Delete the first document in the array.
            var isAccepted = collection.deleteDocument(documents[0]._self, {}, function (err, responseOptions) {
                if (err) throw err;

                responseBody.deleted++;
                documents.shift();
                // Delete the next document in the array.
                tryDelete(documents);
            });

            // If we hit execution bounds - return continuation: true.
            if (!isAccepted) {
                response.setBody(responseBody);
            }
        } else {
            // If the document array is empty, query for more documents.
            tryQueryAndDelete();
        }
    }
}

And execute it using your partition key (example: null) and a query to select the documents (example: SELECT c._self FROM c to delete all).

Based on Delete Documents from CosmosDB based on condition through Query Explorer

Answer 5

##### Here is the python script which can be used to delete data from Partitioned Cosmos Collection #### This will delete documents Id by Id based on the result set data.

Identify the data that needs to be deleted before below step

res_list = "select id from id_del"
res_id = [{id:x["id"]} 
             for x in sqlContext.sql(res_list).rdd.collect()]
config = {
   "Endpoint" : "Use EndPoint"
  "Masterkey" : "UseKey", 
      "WritingBatchSize" : "5000",
    'DOCUMENTDB_DATABASE': 'Database',
    'DOCUMENTDB_COLLECTION': 'collection-core'
}; 

for row in res_id:
# Initialize the Python DocumentDB client
  client = document_client.DocumentClient(config['Endpoint'], {'masterKey': config['Masterkey']})

# use a SQL based query to get   documents

## Looping thru partition to delete

  query = { 'query': "SELECT c.id FROM c where c.id = "+ "'" +row[id]+"'"   }
  print(query)
  options = {}
  options['enableCrossPartitionQuery'] = True
  options['maxItemCount'] = 1000
  result_iterable = client.QueryDocuments('dbs/Database/colls/collection-core', query, options)
  results = list(result_iterable)
  print('DOCS TO BE DELETED : ' + str(len(results)))
  if len(results) > 0 :
      for i in range(0,len(results)):
      #  print(results[i]['id'])
          docID = results[i]['id']
          print("docID :" + docID)
          options = {}
          options['enableCrossPartitionQuery'] = True
          options['maxItemCount'] = 1000
          options['partitionKey'] = docID
          client.DeleteDocument('dbs/Database/colls/collection-core/docs/'+docID,options=options)
          print ('deleted Partition:' +  docID)

Answer 6

Here is an example of how to use bulkDeleteStoredProcedure using .net Cosmos SDK V3 .

ContinuationFlag has to be used because of the execution bounds.

private async Task<int> ExecuteSpBulkDelete(string query, string partitionKey)
    {
        var continuationFlag = true;
        var totalDeleted = 0;
        while (continuationFlag)
        {
            StoredProcedureExecuteResponse<BulkDeleteResponse> result = await _container.Scripts.ExecuteStoredProcedureAsync<BulkDeleteResponse>(
                "spBulkDelete", // your sproc name
                new PartitionKey(partitionKey), // pk value
                new[] { sql });

            var response = result.Resource;
            continuationFlag = response.Continuation;
            var deleted = response.Deleted;
            totalDeleted += deleted;
            Console.WriteLine($"Deleted {deleted} documents ({totalDeleted} total, more: {continuationFlag}, used {result.RequestCharge}RUs)");
        }

        return totalDeleted;
    }

and response model:

public class BulkDeleteResponse
{
    [JsonProperty("deleted")]
    public int Deleted { get; set; }

    [JsonProperty("continuation")]
    public bool Continuation { get; set; }
}