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Realistic load tests (#2032)
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sastels authored Dec 5, 2023
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7 changes: 7 additions & 0 deletions scripts/load_test/.env.example
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API_KEY=
HIGH_PRIORITY_EMAIL_TEMPLATE_ID=
MEDIUM_PRIORITY_EMAIL_TEMPLATE_ID=
LOW_PRIORITY_EMAIL_TEMPLATE_ID=
HIGH_PRIORITY_SMS_TEMPLATE_ID=
MEDIUM_PRIORITY_SMS_TEMPLATE_ID=
LOW_PRIORITY_SMS_TEMPLATE_ID=
41 changes: 41 additions & 0 deletions scripts/load_test/README.md
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# Soak test

## Goals

The goal of this code is to do a realistic load test of api while we make significant application or infrastructure changes.

## How to configure

Run the setup.sh to install the python pre-requisites or run in the repo devcontainer.

Default configuration is in the `locust.conf` file.

The python file `load_test.py` requires environment variables as listed in `.env.example`. The templates should have no variables.

__See Last Pass note "Load Test Variables" in Shared-New-Notify-Staging folder__


## How to run

There are two ways to run Locust, with the UI or headless.

### With the UI

Locally you can run the email soak test with:

```shell
locust -f ./load_test.py
```

Follow the localhost address that the console will display to get to the UI. It will ask you how many total users and spawned users you want configured. Once setup, you can manually start the tests via the UI and follow the summary data and charts visually.

### Headless, via the command line

You can pass the necessary parameters to the command line to run in the headless mode. For example:

```shell
locust -f ./load_test.py --headless
```

The defaults in `locust.conf` may be overridden by command line options

90 changes: 90 additions & 0 deletions scripts/load_test/load_test.py
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import csv
import os
from datetime import datetime
from io import StringIO
from typing import Iterator, List

from dotenv import load_dotenv
from locust import HttpUser, constant_pacing, task

load_dotenv()


def rows_to_csv(rows: List[List[str]]):
output = StringIO()
writer = csv.writer(output)
writer.writerows(rows)
return output.getvalue()


def job_lines(data: str, number_of_lines: int) -> Iterator[List[str]]:
return map(lambda n: [data], range(0, number_of_lines))


class NotifyApiUser(HttpUser):
wait_time = constant_pacing(1) # do something every second

def __init__(self, *args, **kwargs):
super(NotifyApiUser, self).__init__(*args, **kwargs)

self.headers = {"Authorization": f"apikey-v1 {os.getenv('API_KEY')}"}
self.email_address = "[email protected]"
self.phone_number = "16135550123" # INTERNAL_TEST_NUMBER, does not actually send SMS
self.high_priority_email_template = os.getenv("HIGH_PRIORITY_EMAIL_TEMPLATE_ID")
self.medium_priority_email_template = os.getenv("MEDIUM_PRIORITY_EMAIL_TEMPLATE_ID")
self.low_priority_email_template = os.getenv("LOW_PRIORITY_EMAIL_TEMPLATE_ID")
self.high_priority_sms_template = os.getenv("HIGH_PRIORITY_SMS_TEMPLATE_ID")
self.medium_priority_sms_template = os.getenv("MEDIUM_PRIORITY_SMS_TEMPLATE_ID")
self.low_priority_sms_template = os.getenv("LOW_PRIORITY_SMS_TEMPLATE_ID")

def send_bulk_email(self, template: str, count: int):
json = {
"name": f"bulk emails {datetime.utcnow().isoformat()}",
"template_id": template,
"csv": rows_to_csv([["email address"], *job_lines(self.email_address, count)])
}
self.client.post("/v2/notifications/bulk", json=json, headers=self.headers, timeout=60)

def send_bulk_sms(self, template: str, count: int):
json = {
"name": f"bulk sms {datetime.utcnow().isoformat()}",
"template_id": template,
"csv": rows_to_csv([["phone_number"], *job_lines(self.phone_number, count)])
}
self.client.post("/v2/notifications/bulk", json=json, headers=self.headers, timeout=60)

# SMS Tasks

@task(120) # about every 5 seconds
def send_high_priority_sms(self):
json = {"phone_number": self.phone_number, "template_id": self.high_priority_sms_template}
self.client.post("/v2/notifications/sms", json=json, headers=self.headers)

@task(2) # about every 5 minutes
def send_medium_priority_sms(self):
self.send_bulk_sms(self.medium_priority_sms_template, 199)

@task(1) # about every 10 minutes
def send_low_priority_sms(self):
self.send_bulk_sms(self.low_priority_sms_template, 1000)

# Email Tasks

@task(120) # about every 5 seconds
def send_high_priority_email(self):
json = {"email_address": self.email_address, "template_id": self.high_priority_email_template}
self.client.post("/v2/notifications/email", json=json, headers=self.headers)

@task(2) # about every 5 minutes
def send_medium_priority_email(self):
self.send_bulk_email(self.medium_priority_email_template, 199)

@task(1) # about every 10 minutes
def send_low_priority_emails(self):
self.send_bulk_email(self.low_priority_email_template, 10000)

# Do nothing task

@task(600 - 120 - 2 - 1 - 120 - 2 - 1)
def do_nothing(self):
pass
3 changes: 3 additions & 0 deletions scripts/load_test/locust.conf
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users=1
stop-timeout=10
host=https://api.staging.notification.cdssandbox.xyz
2 changes: 2 additions & 0 deletions scripts/load_test/setup.sh
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#!/bin/bash
pip install locust python-dotenv

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