---
sidebar_label: Insert Using SQL
title: Insert Using SQL
---

import Tabs from "@theme/Tabs";
import TabItem from "@theme/TabItem";
import JavaSQL from "./_java_sql.mdx";
import JavaStmt from "./_java_stmt.mdx";
import PySQL from "./_py_sql.mdx";
import PyStmt from "./_py_stmt.mdx";
import GoSQL from "./_go_sql.mdx";
import GoStmt from "./_go_stmt.mdx";
import RustSQL from "./_rust_sql.mdx";
import RustStmt from "./_rust_stmt.mdx";
import NodeSQL from "./_js_sql.mdx";
import NodeStmt from "./_js_stmt.mdx";
import CsSQL from "./_cs_sql.mdx";
import CsStmt from "./_cs_stmt.mdx";
import CSQL from "./_c_sql.mdx";
import CStmt from "./_c_stmt.mdx";

## Introduction

Application programs can execute `INSERT` statement through connectors to insert rows. The TDengine CLI can also be used to manually insert data.

### Insert Single Row

The below SQL statement is used to insert one row into table "d1001".

```sql
INSERT INTO d1001 VALUES (1538548685000, 10.3, 219, 0.31);
```

### Insert Multiple Rows

Multiple rows can be inserted in a single SQL statement. The example below inserts 2 rows into table "d1001".

```sql
INSERT INTO d1001 VALUES (1538548684000, 10.2, 220, 0.23) (1538548696650, 10.3, 218, 0.25);
```

### Insert into Multiple Tables

Data can be inserted into multiple tables in single SQL statement. The example below inserts 2 rows into table "d1001" and 1 row into table "d1002".

```sql
INSERT INTO d1001 VALUES (1538548685000, 10.3, 219, 0.31) (1538548695000, 12.6, 218, 0.33) d1002 VALUES (1538548696800, 12.3, 221, 0.31);
```

For more details about `INSERT` please refer to [INSERT](/taos-sql/insert).

:::info

- Inserting in batches can improve performance. Normally, the higher the batch size, the better the performance. Please note that a single row can't exceed 48 KB bytes and each SQL statement can't exceed 1 MB.
- Inserting with multiple threads can also improve performance. However, depending on the system resources on the application side and the server side, when the number of inserting threads grows beyond a specific point the performance may drop instead of improving. The proper number of threads needs to be tested in a specific environment to find the best number. The proper number of threads may be impacted by the system resources on the server side, the system resources on the client side, the table schemas, etc. 

:::

:::warning

- If the timestamp for the row to be inserted already exists in the table, the old data will be overritten by the new values for the columns for which new values are provided, columns for which no new values are provided are not impacted.
- The timestamp to be inserted must be newer than the timestamp of subtracting current time by the parameter `KEEP`. If `KEEP` is set to 3650 days, then the data older than 3650 days ago can't be inserted. The timestamp to be inserted can't be newer than the timestamp of current time plus parameter `DURATION`. If `DAYS` is set to 2, the data newer than 2 days later can't be inserted.

:::

## Examples

### Insert Using SQL

<Tabs defaultValue="java" groupId="lang">
  <TabItem label="Java" value="java">
    <JavaSQL />
  </TabItem>
  <TabItem label="Python" value="python">
    <PySQL />
  </TabItem>
  <TabItem label="Go" value="go">
    <GoSQL />
  </TabItem>
  <TabItem label="Rust" value="rust">
    <RustSQL />
  </TabItem>
  <TabItem label="Node.js" value="nodejs">
    <NodeSQL />
  </TabItem>
  <TabItem label="C#" value="csharp">
    <CsSQL />
  </TabItem>
  <TabItem label="C" value="c">
    <CSQL />
  </TabItem>
</Tabs>

:::note

1. With either native connection or REST connection, the above samples can work well.
2. Please note that `use db` can't be used with a REST connection because REST connections are stateless, so in the samples `dbName.tbName` is used to specify the table name.

:::

### Insert with Parameter Binding

TDengine also provides API support for parameter binding. Similar to MySQL, only `?` can be used in these APIs to represent the parameters to bind. Parameter binding support for inserting data has improved significantly to improve the insert performance by avoiding the cost of parsing SQL statements.

Parameter binding is available only with native connection.

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  </TabItem>
  <TabItem label="Python" value="python">
    <PyStmt />
  </TabItem>
  <TabItem label="Go" value="go">
    <GoStmt />
  </TabItem>
  <TabItem label="Rust" value="rust">
    <RustStmt />
  </TabItem>
  <TabItem label="Node.js" value="nodejs">
    <NodeStmt />
  </TabItem>
  <TabItem label="C#" value="csharp">
    <CsStmt />
  </TabItem>
  <TabItem label="C" value="c">
    <CStmt />
  </TabItem>
</Tabs>
