Reputation: 201
I'm using elastic search with Nest library. I would like to know how can I bulk insert documents to ElasticSearch without updating when document exists?
Upvotes: 0
Views: 3430
Reputation: 125498
Here's an example of a bulk API call that will perform create operations
private static void Main()
{
var defaultIndex = "documents";
var pool = new SingleNodeConnectionPool(new Uri("http://localhost:9200"));
var settings = new ConnectionSettings(pool)
.DefaultIndex(defaultIndex);
var client = new ElasticClient(settings);
if (client.IndexExists(defaultIndex).Exists)
client.DeleteIndex(defaultIndex);
client.Index(new MyDocument(1)
{
Message = "new"
}, i => i.Refresh(Refresh.WaitFor));
var documents = new []
{
new MyDocument(1) { Message = "updated" },
new MyDocument(2) { Message = "updated" },
new MyDocument(3) { Message = "updated" },
};
client.Bulk(b => b
.CreateMany(documents)
.Refresh(Refresh.WaitFor)
);
var getResponse = client.Get<MyDocument>(1);
Console.WriteLine(getResponse.Source.Message == "new");
}
public class MyDocument
{
public MyDocument(int id) => Id = id;
public int Id { get; set; }
public string Message { get; set; }
}
The output will be true
meaning document with Id 1
was not created within the bulk call because it already exists. If you take a look at the bulk response, it'll be a HTTP 200 response similar to
{
"took" : 1387,
"errors" : true,
"items" : [
{
"create" : {
"_index" : "documents",
"_type" : "mydocument",
"_id" : "1",
"status" : 409,
"error" : {
"type" : "version_conflict_engine_exception",
"reason" : "[mydocument][1]: version conflict, document already exists (current version [1])",
"index_uuid" : "DZIgGMZcSlWRycC1MGhJWQ",
"shard" : "3",
"index" : "documents"
}
}
},
{
"create" : {
"_index" : "documents",
"_type" : "mydocument",
"_id" : "2",
"_version" : 1,
"result" : "created",
"_shards" : {
"total" : 2,
"successful" : 1,
"failed" : 0
},
"_seq_no" : 0,
"_primary_term" : 1,
"status" : 201
}
},
{
"create" : {
"_index" : "documents",
"_type" : "mydocument",
"_id" : "3",
"_version" : 1,
"result" : "created",
"_shards" : {
"total" : 2,
"successful" : 1,
"failed" : 0
},
"_seq_no" : 0,
"_primary_term" : 1,
"status" : 201
}
}
]
}
Importantly, "errors"
is true
and the first "create"
operation response indicates what the error was.
An alternative approach to using .CreateMany(...)
would be to use .UpdateMany(...)
with an upsert operation, specifying a "no-op" operation in the case the document exists
client.Bulk(b => b
.UpdateMany(documents, (d, document) => d
.Upsert(document)
.Script(s => s
.Source("ctx.op = 'none'")
)
)
.Refresh(Refresh.WaitFor)
);
The outcome is the same, that is, document with Id 1
is not overwritten, but the response is slightly different
{
"took" : 1307,
"errors" : false,
"items" : [
{
"update" : {
"_index" : "documents",
"_type" : "mydocument",
"_id" : "1",
"_version" : 1,
"result" : "noop",
"_shards" : {
"total" : 2,
"successful" : 1,
"failed" : 0
},
"status" : 200
}
},
{
"update" : {
"_index" : "documents",
"_type" : "mydocument",
"_id" : "2",
"_version" : 1,
"result" : "created",
"_shards" : {
"total" : 2,
"successful" : 1,
"failed" : 0
},
"_seq_no" : 0,
"_primary_term" : 1,
"status" : 201
}
},
{
"update" : {
"_index" : "documents",
"_type" : "mydocument",
"_id" : "3",
"_version" : 1,
"result" : "created",
"_shards" : {
"total" : 2,
"successful" : 1,
"failed" : 0
},
"_seq_no" : 0,
"_primary_term" : 1,
"status" : 201
}
}
]
}
Note that "errors"
now is false
, and the first "update"
operation is a "noop"
.
Upvotes: 4