docs-v2/content/resources/how-to-guides/reduce-to-construct-JSON.md

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---
title: Using reduce() to construct a JSON.
description: >
Learn how to send multiple points with `http.post()` by creating a JSON object with `reduce()`.
menu:
resources:
parent: How-to guides
weight: 105
---
## Send data in JSON body with `http.post()`
Use the [reduce()](/flux/v0.x/stdlib/universe/reduce/) function to create a JSON object to include as the body with `http.post()`.
1. Import both the [array](/flux/v0.x/stdlib/array/) package to query data and construct table(s), and the [http package](/flux/v0.x/stdlib/http/) to transfer JSON over http.
2. Use `array.from()` to query data and construct a table. Or, use another method [to query data with Flux](/influxdb/v2/query-data/flux/).
3. Use the `reduce()` function to construct a JSON object, and then use `yield()` to store the output of reduce. This table looks like:
| field | tag |
| :-------------------- | :----------------------------- |
| example-field:["3"4"1 | {example-tag-key:["bar"bar"bar |
4. Use the [map()](/flux/v0.x/stdlib/universe/map/) function to combine the two components together into a JSON object, and then use a second `yield()` function to store this object as `final JSON`. This table looks like:
| field | tag | final |
| :-------------------- | :----------------------------- | :------------------------------------------------------- |
| example-field:["3"4"1 | {example-tag-key:["bar"bar"bar | {example-tag-key:["bar"bar"bar] , example-field:["3"4"1]} |
5. Use the `findRecord()` function to extract the value from the final column, the JSON.
6. Use `http.post()` to specify a URL to sent the JSON to. In this example, we use [Post Test Server](https://ptsv2.com/) as URL to send the JSON to, and test the `http.post()` function.
```js
import "array"
import "http"
data = array.from(
rows: [
{_time: 2020-01-01T00:00:00Z, _field: "example-field", _value: 3, foo: "bar"},
{_time: 2020-01-01T00:01:00Z, _field: "example-field", _value: 4, foo: "bar"},
{_time: 2020-01-01T00:02:00Z, _field: "example-field", _value: 1, foo: "bar"},
],
)
|> reduce(
fn: (r, accumulator) => ({tag:accumulator.tag + "\"" + r.foo,
field : accumulator.field + "\"" + string(v:r._value)
}),
identity: {tag: "{example-tag-key:[",
field: "example-field:[" }
)
|> yield(name: "output of reduce")
|> map(fn: (r) => ({ r with tag: r.tag + "]" }))
|> map(fn: (r) => ({ r with field: r.field + "]}" }))
|> map(fn: (r) => ({ r with final: r.tag + " , " + r.field}))
|> yield(name: "final JSON")
|> findRecord(
fn: (key) => true,
idx: 0,
)
http.post(
url: "https://ptsv2.com/t/c4x38-1656014222/post",
headers: {"Content-type": "application/json"},
data: bytes(v: data.final),
)
```