Add RefreshLoad/Optimize interface

Signed-off-by: yhmo <yihua.mo@zilliz.com>

Author: yhmo

examples/src/v2/optimize.cpp

@@ -0,0 +1,153 @@
+// Licensed to the LF AI & Data foundation under one
+// or more contributor license agreements. See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership. The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#include <chrono>
+#include <cstdint>
+#include <iostream>
+#include <string>
+#include <thread>
+
+#include "ExampleUtils.h"
+#include "milvus/MilvusClientV2.h"
+
+namespace {
+const char* const collection_name = "cpp_sdk_example_optimize_v2";
+const char* const id_field = "id";
+const char* const vector_field = "vector";
+const uint32_t vector_dim = 512;
+const int64_t total_rows = 1000000;
+const int64_t batch_size = 10000;
+
+int
+printSegmentInfo(milvus::MilvusClientV2Ptr& client) {
+    milvus::ListQuerySegmentsResponse response;
+    auto status = client->ListQuerySegments(
+        milvus::ListQuerySegmentsRequest().WithCollectionName(collection_name), response);
+    util::CheckStatus("list query segments", status);
+
+    const auto& segments = response.Result();
+    std::cout << "  Total segments: " << segments.size() << std::endl;
+
+    int64_t total_rows_in_segments = 0;
+    for (const auto& segment : segments) {
+        std::cout << "    Segment " << segment.SegmentID() << ": rows=" << segment.RowCount()
+                  << ", state=" << static_cast<int>(segment.State()) << ", index=" << segment.IndexName()
+                  << std::endl;
+        total_rows_in_segments += segment.RowCount();
+    }
+    std::cout << "  Total rows across segments: " << total_rows_in_segments << std::endl;
+    return static_cast<int>(segments.size());
+}
+
+}  // namespace
+
+int
+main(int argc, char* argv[]) {
+    printf("Example start...\n");
+
+    auto client = milvus::MilvusClientV2::Create();
+
+    milvus::ConnectParam connect_param{"http://localhost:19530"};
+    auto status = client->Connect(connect_param);
+    util::CheckStatus("connect milvus server", status);
+
+    std::cout << "========== Step 1: Create collection ==========" << std::endl;
+    status = client->DropCollection(milvus::DropCollectionRequest().WithCollectionName(collection_name));
+
+    milvus::CollectionSchemaPtr schema = std::make_shared<milvus::CollectionSchema>();
+    schema->AddField(milvus::FieldSchema(id_field, milvus::DataType::INT64, "", true, true));
+    schema->AddField(milvus::FieldSchema(vector_field, milvus::DataType::FLOAT_VECTOR).WithDimension(vector_dim));
+
+    status = client->CreateCollection(
+        milvus::CreateCollectionRequest().WithCollectionName(collection_name).WithCollectionSchema(schema));
+    util::CheckStatus("create collection: " + std::string(collection_name), status);
+
+    std::cout << "========== Step 2: Insert 1,000,000 rows ==========" << std::endl;
+    int64_t total_inserted = 0;
+    for (int64_t batch = 0; batch < total_rows / batch_size; ++batch) {
+        milvus::EntityRows rows;
+        rows.reserve(batch_size);
+        for (int64_t i = 0; i < batch_size; ++i) {
+            milvus::EntityRow row;
+            row[vector_field] = util::GenerateFloatVector(vector_dim);
+            rows.emplace_back(std::move(row));
+        }
+
+        milvus::InsertResponse insert_response;
+        status = client->Insert(milvus::InsertRequest().WithCollectionName(collection_name).WithRowsData(std::move(rows)),
+                                insert_response);
+        util::CheckStatus("insert", status);
+
+        total_inserted += insert_response.Results().InsertCount();
+        if ((batch + 1) % 10 == 0) {
+            std::cout << "  Inserted " << total_inserted << " / " << total_rows << " rows" << std::endl;
+        }
+    }
+
+    status = client->Flush(milvus::FlushRequest().AddCollectionName(collection_name));
+    util::CheckStatus("flush", status);
+    std::cout << "Total inserted: " << total_inserted << " rows" << std::endl;
+
+    std::cout << "========== Step 3: Create IVF_FLAT index ==========" << std::endl;
+    milvus::IndexDesc index(vector_field, "", milvus::IndexType::IVF_FLAT, milvus::MetricType::L2);
+    index.AddExtraParam("nlist", "32");
+    status = client->CreateIndex(milvus::CreateIndexRequest()
+                                     .WithCollectionName(collection_name)
+                                     .AddIndex(std::move(index))
+                                     .WithTimeoutMs(100000));
+    util::CheckStatus("create IVF_FLAT index", status);
+
+    std::cout << "========== Step 4: Load collection ==========" << std::endl;
+    status = client->LoadCollection(milvus::LoadCollectionRequest().WithCollectionName(collection_name));
+    util::CheckStatus("load collection", status);
+
+    std::cout << "========== Step 5: Query segment info (before optimize) ==========" << std::endl;
+    printSegmentInfo(client);
+
+    std::cout << "========== Step 6: Optimize (targetSize=4GB, sync) ==========" << std::endl;
+    const auto start_time = std::chrono::steady_clock::now();
+    milvus::OptimizeTaskPtr task;
+    status = client->Optimize(milvus::OptimizeRequest().WithCollectionName(collection_name).WithTargetSize("4GB"), task);
+    util::CheckStatus("optimize", status);
+
+    milvus::OptimizeResponse optimize_response;
+    status = task->GetResult(optimize_response);
+    util::CheckStatus("get optimize result", status);
+
+    const auto elapsed = std::chrono::duration_cast<std::chrono::milliseconds>(std::chrono::steady_clock::now() - start_time);
+    std::cout << "Optimize completed in " << elapsed.count() / 1000.0 << " seconds" << std::endl;
+    std::cout << "  Status: " << optimize_response.StatusText() << std::endl;
+    std::cout << "  Compaction ID: " << optimize_response.CompactionID() << std::endl;
+    std::cout << "  Progress:";
+    for (const auto& progress : optimize_response.ProgressHistory()) {
+        std::cout << " " << progress;
+    }
+    std::cout << std::endl;
+
+    std::cout << "========== Step 7: Query segment info (after optimize) ==========" << std::endl;
+    while (true) {
+        int segment_count = printSegmentInfo(client);
+        if (segment_count == 1) {
+            std::cout << "Optimization successful, only one segment remains" << std::endl;
+            break;
+        }
+        std::cout << "Waiting for optimization to complete..." << std::endl;
+        std::this_thread::sleep_for(std::chrono::seconds(1));
+    }
+
+    client->Disconnect();
+    return 0;
+}