> ## Documentation Index
> Fetch the complete documentation index at: https://docs.hightouch.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Python SDK

> Hightouch's Python SDK for collecting events

The Python SDK makes it easy to track events from Python applications.

## Installation

The Python SDK can be installed via
[pypi.org](https://pypi.org/project/events-sdk-python/).

```
pip install events-sdk-python
```

To initialize the Python SDK in your application, import `htevents` and set the `write_key`:

```
import hightouch.htevents as htevents

htevents.write_key = 'WRITE_KEY'
```

## API

### Identify

The `identify` method sends an `identify` event.

Unlike the [Browser SDK](https://docs.hightouch.com/events/sdks/browser.md), it does **not** persist the user ID and
traits locally, so user IDs must be explicitly added to other events. This is
because server side events are usually servicing many different users at once.

**Example usage**:

```
htevents.identify('user123', {
  'email': 'test@example.com',
  'name': 'John Doe',
})
```

**Method parameters**:

| Parameter | Type | Description |
| - | - | - |
| `user_id` | str | The user's persistent ID |
| `anonymous_id` | str | The user's anonymous ID |
| `traits` | dict | Additional traits about the user, such as `email` and `name`. |
| `context` | dict | Overrides to values in the event `context`. By default, `context` contains information autocollected by the SDK. |
| `timestamp` | datetime | The date of the message. When backfilling data, this can be set to a date in the past. By default, this is autoset to the current date. |

### Track

The `track` method sends a `track` event.

**Example usage**:

```
htevents.track('user123', 'Order completed', {
  'product_id': '123',
})
```

**Method parameters**:

| Parameter | Type | Description |
| - | - | - |
| `user_id` | str | The user's persistent ID |
| `anonymous_id` | str | The user's anonymous ID |
| `event` | str | The name of the event. |
| `properties` | dict | Additional properties about the event, such as `product_id`. |
| `context` | dict | Overrides to values in the event `context`. By default, `context` contains information autocollected by the SDK. |
| `timestamp` | datetime | The date of the message. When backfilling data, this can be set to a date in the past. By default, this is autoset to the current date. |

### Page

The `page` method sends a `page` event.

**Example usage**:

```
htevents.page('user123', 'Docs', 'Python', {
  'url': 'http://example.com/docs/python'
})
```

**Method parameters**:

| Parameter | Type | Description |
| - | - | - |
| `user_id` | str | The user's persistent ID |
| `anonymous_id` | str | The user's anonymous ID |
| `category` | str | The screen's category. For example "Docs" |
| `name` | str | The page's name. For example "Getting started" |
| `properties` | dict | Additional properties about the event, such as `url`. |
| `context` | dict | Overrides to values in the event `context`. By default, `context` contains information autocollected by the SDK. |
| `timestamp` | datetime | The date of the message. When backfilling data, this can be set to a date in the past. By default, this is autoset to the current date. |

### Screen

The `screen` method sends a `screen` event.

**Example usage**:

```
htevents.screen('user123', 'Docs', 'Python', {
  'url': 'http://example.com/docs/python'
})
```

**Method parameters**:

| Parameter | Type | Description |
| - | - | - |
| `user_id` | str | The user's persistent ID |
| `anonymous_id` | str | The user's anonymous ID |
| `category` | str | The screen's category. For example "Docs" |
| `name` | str | The screen's name. For example "Getting started" |
| `properties` | dict | Additional properties about the event, such as `url`. |
| `context` | dict | Overrides to values in the event `context`. By default, `context` contains information autocollected by the SDK. |
| `timestamp` | datetime | The date of the message. When backfilling data, this can be set to a date in the past. By default, this is autoset to the current date. |

### Group

The `group` method sends a `group` event.

**Example usage**:

```
htevents.group('user123', 'group123', {
  'company_name': 'Initech',
})
```

**Method parameters**:

| Parameter | Type | Description |
| - | - | - |
| `user_id` | str | The user's persistent ID |
| `anonymous_id` | str | The user's anonymous ID |
| `group_id` | str | The id for the group. |
| `traits` | dict | Additional traits about the group, such as `company_name`. |
| `context` | dict | Overrides to values in the event `context`. By default, `context` contains information autocollected by the SDK. |
| `timestamp` | datetime | The date of the message. When backfilling data, this can be set to a date in the past. By default, this is autoset to the current date. |

### Flush

The Python SDK buffers events locally before sending them to Hightouch's servers.
This minimizes the number of requests made by the SDK and makes the tracking
non-blocking.

To force the local buffer to be sent to Hightouch immediately call the `flush`
method. `flush` should be called when shutting down your Python app to
make sure no events are lost.

**Example usage**:

```
htevents.flush()
```