Automated snippet conversion by scripts

These changes are purely mechanical to differentiate them from manual
fixes/adjustments made in the next commit.
This results in broken code as some snippets contain errors.

Made in four steps:
1. Run ./migrate-snippet.py that converts `.md` files to code files
   and perhaps adds missing lines under `// @hide` comments.
2. Sort Java imports.
3. Remove old `.md` files.
4. Run ./generate.md to produce `*/generated/*.md` files.

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/csharp.cs

@@ -0,0 +1,29 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		await client.UpsertAsync(
+		    collectionName: "{collection_name}",
+		    points: new List<PointStruct>
+		    {
+		        new()
+		        {
+		            Id = 1,
+		            Vectors = new Dictionary<string, Vector>
+		            {
+		                ["image"] = new() {
+		                    Data = {0.9f, 0.1f, 0.1f, 0.2f}
+		                },
+		                ["text"] = new() {
+		                    Data = {0.4f, 0.7f, 0.1f, 0.8f, 0.1f}
+		                },
+		                ["text-sparse"] = ([0.1f, 0.2f, 0.3f, 0.4f], [1, 3, 5, 7]),
+		            }
+		        }
+		    }
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/generated/java.md

@@ -1,12 +1,11 @@
 ```java
-import java.util.List;
-import java.util.Map;
-
 import static io.qdrant.client.PointIdFactory.id;
 import static io.qdrant.client.VectorFactory.vector;
 import static io.qdrant.client.VectorsFactory.namedVectors;
 
 import io.qdrant.client.grpc.Points.PointStruct;
+import java.util.List;
+import java.util.Map;
 
 client
     .upsertAsync(

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/generated/rust.md

@@ -1,5 +1,4 @@
 ```rust
-
 use qdrant_client::qdrant::{
     NamedVectors, PointStruct, UpsertPointsBuilder, Vector,
 };

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/go.go

@@ -0,0 +1,25 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	client.Upsert(context.Background(), &qdrant.UpsertPoints{
+		CollectionName: "{collection_name}",
+		Points: []*qdrant.PointStruct{
+			{
+				Id: qdrant.NewIDNum(1),
+				Vectors: qdrant.NewVectorsMap(map[string]*qdrant.Vector{
+					"image": qdrant.NewVector(0.9, 0.1, 0.1, 0.2),
+					"text":  qdrant.NewVector(0.4, 0.7, 0.1, 0.8, 0.1),
+					"text-sparse": qdrant.NewVectorSparse(
+						[]uint32{1, 3, 5, 7},
+						[]float32{0.1, 0.2, 0.3, 0.4}),
+				}),
+			},
+		},
+	})
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/java.java

@@ -0,0 +1,31 @@
+package com.example.snippets_amalgamation;
+
+import static io.qdrant.client.PointIdFactory.id;
+import static io.qdrant.client.VectorFactory.vector;
+import static io.qdrant.client.VectorsFactory.namedVectors;
+
+import io.qdrant.client.grpc.Points.PointStruct;
+import java.util.List;
+import java.util.Map;
+
+public class Snippet {
+        public static void run() throws Exception {
+                client
+                    .upsertAsync(
+                        "{collection_name}",
+                        List.of(
+                            PointStruct.newBuilder()
+                                .setId(id(1))
+                                .setVectors(
+                                    namedVectors(
+                                        Map.of(
+                                            "image",
+                                            vector(List.of(0.9f, 0.1f, 0.1f, 0.2f)),
+                                            "text",
+                                            vector(List.of(0.4f, 0.7f, 0.1f, 0.8f, 0.1f)),
+                                            "text-sparse",
+                                            vector(List.of(0.1f, 0.2f, 0.3f, 0.4f), List.of(1, 3, 5, 7)))))
+                                .build()))
+                    .get();
+        }
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/python.py

@@ -0,0 +1,20 @@
+from qdrant_client import QdrantClient, models  # @hide
+
+client = QdrantClient(url="http://localhost:6333")  # @hide
+
+client.upsert(
+    collection_name="{collection_name}",
+    points=[
+        models.PointStruct(
+            id=1,
+            vector={
+                "image": [0.9, 0.1, 0.1, 0.2],
+                "text": [0.4, 0.7, 0.1, 0.8, 0.1],
+                "text-sparse": {
+                    "indices": [1, 3, 5, 7],
+                    "values": [0.1, 0.2, 0.3, 0.4],
+                },
+            },
+        ),
+    ],
+)

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/rust.rs

@@ -0,0 +1,28 @@
+use qdrant_client::qdrant::{
+    NamedVectors, PointStruct, UpsertPointsBuilder, Vector,
+};
+use qdrant_client::Payload;
+
+pub async fn main() -> anyhow::Result<()> {
+    client
+        .upsert_points(
+            UpsertPointsBuilder::new(
+                "{collection_name}",
+                vec![PointStruct::new(
+                    1,
+                    NamedVectors::default()
+                        .add_vector("text", Vector::new_dense(vec![0.4, 0.7, 0.1, 0.8, 0.1]))
+                        .add_vector("image", Vector::new_dense(vec![0.9, 0.1, 0.1, 0.2]))
+                        .add_vector(
+                            "text-sparse",
+                            Vector::new_sparse(vec![1, 3, 5, 7], vec![0.1, 0.2, 0.3, 0.4]),
+                        ),
+                    Payload::default(),
+                )],
+            )
+            .wait(true),
+        )
+        .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/named-vectors/typescript.ts

@@ -0,0 +1,19 @@
+import { QdrantClient } from "@qdrant/js-client-rest"; // @hide
+
+const client = new QdrantClient({ host: "localhost", port: 6333 }); // @hide
+
+client.upsert("{collection_name}", {
+    points: [
+        {
+            id: 1,
+            vector: {
+                image: [0.9, 0.1, 0.1, 0.2],
+                text: [0.4, 0.7, 0.1, 0.8, 0.1],
+                text_sparse: {
+                    indices: [1, 3, 5, 7],
+                    values: [0.1, 0.2, 0.3, 0.4]
+                }
+            },
+        },
+    ],
+});