From 04e271a906b32e579472e906d671c885eb0f163a Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Fri, 15 Nov 2024 08:27:13 +0100
Subject: [PATCH 1/8] docs: initial load tests

---
 config/load_tests/playwright.yaml             |  8 ++
 config/load_tests/socketio.yaml               | 17 ++++
 config/load_tests/test.js                     | 21 +++++
 .../archive/2024-2025/research-performance.md | 88 +++++++++++++++++++
 .../archive/2024-2025/research-scalability.md | 80 +++++++++++++++++
 5 files changed, 214 insertions(+)
 create mode 100644 config/load_tests/playwright.yaml
 create mode 100644 config/load_tests/socketio.yaml
 create mode 100644 config/load_tests/test.js
 create mode 100644 docs/archive/2024-2025/research-performance.md
 create mode 100644 docs/archive/2024-2025/research-scalability.md

diff --git a/config/load_tests/playwright.yaml b/config/load_tests/playwright.yaml
new file mode 100644
index 00000000..23403deb
--- /dev/null
+++ b/config/load_tests/playwright.yaml
@@ -0,0 +1,8 @@
+config:
+  target: http://localhost:1420
+  engines:
+    playwright: {}
+  processor: './test.js'
+scenarios:
+  - engine: playwright
+    testFunction: 'createItemAndWriteCheckList'
diff --git a/config/load_tests/socketio.yaml b/config/load_tests/socketio.yaml
new file mode 100644
index 00000000..6810a2e8
--- /dev/null
+++ b/config/load_tests/socketio.yaml
@@ -0,0 +1,17 @@
+config:
+  target: 'http://localhost:8080'
+  socketio:
+    query: 'EIO=4&transport=websocket'
+    transports: ['websocket']
+  phases:
+    - duration: 60
+      arrivalRate: 25
+
+scenarios:
+  - name: initial test
+    engine: socketio
+    flow:
+      - namespace: '/yjs|test-room'
+        emit:
+          channel: 'echo'
+          data: '["awareness-update",{"_placeholder":true,"num":0}]'
diff --git a/config/load_tests/test.js b/config/load_tests/test.js
new file mode 100644
index 00000000..0b6b44bb
--- /dev/null
+++ b/config/load_tests/test.js
@@ -0,0 +1,21 @@
+export async function createItemAndWriteCheckList(page, test) {
+  const { step } = test;
+
+  await step('open', async () => {
+    await page.goto('http://localhost:1420');
+  });
+
+  await step('create_item', async () => {
+    await page.getByTitle('Create Markdown').click();
+  });
+
+  await step('create_check_list', async () => {
+    await page.click('[data-slate-editor]');
+    await page.pressSequentially('-[] Implementing todo 1 for next week.');
+    await page.pressSequentially('-[] Implementing todo 2 for next week.');
+    await page.pressSequentially('-[] Implementing todo 3 for next week.');
+    await page.pressSequentially('-[] Implementing todo 4 for next week.');
+    await page.pressSequentially('-[] Implementing todo 5 for next week.');
+    await page.pressSequentially('-[] Implementing todo 6 for next week.');
+  });
+}
diff --git a/docs/archive/2024-2025/research-performance.md b/docs/archive/2024-2025/research-performance.md
new file mode 100644
index 00000000..cf4488ba
--- /dev/null
+++ b/docs/archive/2024-2025/research-performance.md
@@ -0,0 +1,88 @@
+<style>
+* {
+  font-size: 12px;
+}
+</style>
+
+# Spaced <!-- omit in toc -->
+
+## Blazingly Fast Knowledge Base <!-- omit in toc -->
+
+![](../assets/spaced-2024-rich-text.png)
+
+|         |                      |
+| ------- | -------------------- |
+| Date    | 2024-11-15           |
+| Version | 0.1                  |
+| State   | initial draft        |
+| Author  | Koen Schellingerhout |
+|         |                      |
+
+<div style="page-break-after: always;"></div>
+
+#### Version history <!-- omit in toc -->
+
+| Version | Date       | Author               | Changes         | State |
+| ------- | ---------- | -------------------- | --------------- | ----- |
+| 0.1     | 2024-11-15 | Koen Schellingerhout | initial version | draft |
+
+
+#### Distribution <!-- omit in toc -->
+
+| Version | Date       | Receivers            |
+| ------- | ---------- | -------------------- |
+| 0.1     | 2024-11-15 | Canvas: Erik Schriek |
+
+
+<div style="page-break-after: always;"></div>
+
+###
+
+#### 1. Research questions
+
+**Primary question**
+How to make creating and collaborating on documents in Spaced for students and experts as cheap as possible while maintaining a 99% reliable latency of less than 1 seconds?
+
+_\*Please read the remarks below on the "less than 1 second" and "threshold"._
+
+| Vertical scalability |                                                                                                                                                                                                     |
+| -------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| **Preliminary**      | 1. What actions are expected to be involved? <br> 2. Which providers should be tested on their VPS hosting? <br> 3. What is the expected cost of load testing on each hosting provider?             |
+| **Sub questions**    | 1. How to generate realistic loads for the VPS instances? <br> 2. How are the bottlenecks holding back the maxium threshold? <br> 3. How can Spaced be optimized to increase the maximum threshold? |
+
+| Remark             | Description                                                                                                                                                                                                     |
+| ------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Less than 1 second | The less than a second measurement **may** be taken on a local system instead of a hosting provider to reduce costs. It does mean these measurements should not be used to talk about "real world performance". |
+| Threshold          | The threshold is to be determined, but most likely involves the amount of clients connected and the traffic they are sending over a certain period of time.                                                     |
+
+<div style="page-break-after: always;"></div>
+
+### 2. Results
+
+#### 2.1 Preliminary questions
+
+##### 2.1.1. What actions are expected to be involved?
+
+Creating a document, editing, moving, sharing and deleting.
+
+##### 2.1.2. Which providers should be tested on their VPS hosting?
+
+- [Amazon Web Services - EC2](https://aws.amazon.com/ec2/)
+- [Google Cloud](https://cloud.google.com/learn/what-is-a-virtual-private-server?hl=en), free 300 credit 90day trail
+- [IONOS](https://www.ionos.com/servers/vps)
+- [Fontys Netlab](https://fhict.topdesk.net)
+
+##### 2.1.3. What is the expected cost of load testing on each hosting provider?
+
+#### 2.2 Sub questions
+
+##### 2.2.1. How to generate realistic loads for the VPS instances?
+
+Consider [Artillery + Playwright](https://www.artillery.io/docs/reference/engines/playwright#why-load-test-with-headless-browsers) tests to determine realistic loads by calling APIs directly from the frontend. Other more difficult methods are using HAR files mimicking realistic traffic.
+
+Since document edits use CRDTS (Conflict-free replicated data types) combined with SocketIO that share binary data, using Playwright would be simpler compared to writing out specific requests manually.
+
+##### 2.2.2. How are the bottlenecks holding back the maxium threshold?
+##### 2.2.3. How can Spaced be optimized to increase the maximum threshold?
+
+### 3. Conclusion
diff --git a/docs/archive/2024-2025/research-scalability.md b/docs/archive/2024-2025/research-scalability.md
new file mode 100644
index 00000000..5e3c3d35
--- /dev/null
+++ b/docs/archive/2024-2025/research-scalability.md
@@ -0,0 +1,80 @@
+<style>
+* {
+  font-size: 12px;
+}
+</style>
+
+# Spaced <!-- omit in toc -->
+
+## Blazingly Fast Knowledge Base <!-- omit in toc -->
+
+![](../assets/spaced-2024-rich-text.png)
+
+|         |                      |
+| ------- | -------------------- |
+| Date    | 2024-11-15           |
+| Version | 0.1                  |
+| State   | initial draft        |
+| Author  | Koen Schellingerhout |
+|         |                      |
+
+<div style="page-break-after: always;"></div>
+
+#### Version history <!-- omit in toc -->
+
+| Version | Date       | Author               | Changes         | State |
+| ------- | ---------- | -------------------- | --------------- | ----- |
+| 0.1     | 2024-11-15 | Koen Schellingerhout | initial version | draft |
+
+
+#### Distribution <!-- omit in toc -->
+
+| Version | Date       | Receivers            |
+| ------- | ---------- | -------------------- |
+| 0.1     | 2024-11-15 | Canvas: Erik Schriek |
+
+
+<div style="page-break-after: always;"></div>
+
+###
+
+#### 1. Research questions
+
+**Primary question**
+How to make creating and collaborating on documents in Spaced for students and experts as cheap as possible while maintaining a 99% reliable latency of less than 1 seconds?
+
+_\*Please read the remarks below on the "less than 1 second" and "threshold"._
+
+| Horizontal scalability |                                                                                                                                                                                                             |
+| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| **Preliminary**        | 1. What actions are expected to be involved? <br> 2. Which providers should be tested on their Kubernetes hosting? <br> 3. What is the expected cost of load testing on each hosting provider?              |
+| **Sub questions**      | 1. How to generate realistic loads for the Kubernetes instances? <br> 2. How is Spaced failing to keep up while scaling past the maxium threshold? <br> 3. How can Spaced be optimized to be more scalable? |
+
+| Remark             | Description                                                                                                                                                                                                     |
+| ------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Less than 1 second | The less than a second measurement **may** be taken on a local system instead of a hosting provider to reduce costs. It does mean these measurements should not be used to talk about "real world performance". |
+| Threshold          | The threshold is to be determined, but most likely involves the amount of clients connected and the traffic they are sending over a certain period of time.                                                     |
+
+<div style="page-break-after: always;"></div>
+
+### 2. Results
+
+#### 2.1 Preliminary questions
+
+#####	2.1.1. What actions are expected to be involved?
+
+Creating a document, editing, moving, sharing and deleting.
+
+#####	2.1.2. What is the expected cost of load testing on each hosting provider?
+#####	2.1.3. Which providers should be tested on their Kubernetes hosting?
+
+- [Amazon Web Services - EC2](https://aws.amazon.com/ec2/)
+- [Google Cloud](https://cloud.google.com/learn/what-is-a-virtual-private-server?hl=en), free 300 credit 90day trail
+
+#### 2.2 Sub questions
+
+#####	2.2.1. How to generate realistic loads for the Kubernetes instances?
+#####	2.2.2. How is Spaced failing to keep up while scaling past the maxium threshold?
+#####	2.2.3. How can Spaced be optimized to be more scalable?
+
+### 3. Conclusion

From 1e4aabc1f2b5f5f41de8d2eff1c115bc1bab19bf Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Thu, 5 Dec 2024 08:40:51 +0100
Subject: [PATCH 2/8] test: wip

---
 .gitignore                                    |  3 +
 config/load/document_connections.yaml         | 61 +++++++++++++
 config/load/document_updates.yaml             | 59 +++++++++++++
 config/load/load_documents.yaml               | 59 +++++++++++++
 config/load/single_document_updates.yaml      | 61 +++++++++++++
 config/{load_tests => load}/socketio.yaml     |  0
 config/load/test.mjs                          | 86 +++++++++++++++++++
 config/load_tests/playwright.yaml             |  8 --
 config/load_tests/test.js                     | 21 -----
 .../archive/2024-2025/research-performance.md | 74 ++++++++++++++++
 package.json                                  |  4 +
 11 files changed, 407 insertions(+), 29 deletions(-)
 create mode 100644 config/load/document_connections.yaml
 create mode 100644 config/load/document_updates.yaml
 create mode 100644 config/load/load_documents.yaml
 create mode 100644 config/load/single_document_updates.yaml
 rename config/{load_tests => load}/socketio.yaml (100%)
 create mode 100644 config/load/test.mjs
 delete mode 100644 config/load_tests/playwright.yaml
 delete mode 100644 config/load_tests/test.js

diff --git a/.gitignore b/.gitignore
index dde00476..93f4aeda 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,6 +4,9 @@ srcs/e2e/playwright-report/
 srcs/e2e/blob-report/
 srcs/e2e/playwright/.cache/
 
+# Artillery
+config/load/*.json
+
 # Typescript
 tsconfig.tsbuildinfo
 srcs/slate-solid/lib
diff --git a/config/load/document_connections.yaml b/config/load/document_connections.yaml
new file mode 100644
index 00000000..b551bab1
--- /dev/null
+++ b/config/load/document_connections.yaml
@@ -0,0 +1,61 @@
+config:
+  ensure:
+    maxErrorRate: 1
+    max: 500
+  variables:
+    code: 28cf22c3-77e8-49f5-b2ef-fa3eb212cce3
+  environments:
+    dev:
+      target: http://localhost:1420
+      engines:
+        playwright:
+          launchOptions:
+            headless: false
+    ci:
+      target: http://localhost:7777
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 50
+          maxVusers: 50
+          duration: 30
+    prod:
+      target: https://spaced.fun
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 50
+          maxVusers: 50
+          duration: 30
+  processor: test.mjs
+  engines:
+    playwright:
+      launchOptions:
+        headless: true
+scenarios:
+  - engine: playwright
+    testFunction: document_connections
diff --git a/config/load/document_updates.yaml b/config/load/document_updates.yaml
new file mode 100644
index 00000000..0bf749c9
--- /dev/null
+++ b/config/load/document_updates.yaml
@@ -0,0 +1,59 @@
+config:
+  ensure:
+    maxErrorRate: 1
+    max: 500
+  environments:
+    dev:
+      target: http://localhost:1420
+      engines:
+        playwright:
+          launchOptions:
+            headless: false
+    ci:
+      target: http://localhost:7777
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 50
+          maxVusers: 50
+          duration: 30
+    prod:
+      target: https://spaced.fun
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 75
+          maxVusers: 75
+          duration: 30
+  processor: test.mjs
+  engines:
+    playwright:
+      launchOptions:
+        headless: true
+scenarios:
+  - engine: playwright
+    testFunction: document_updates
diff --git a/config/load/load_documents.yaml b/config/load/load_documents.yaml
new file mode 100644
index 00000000..974fd959
--- /dev/null
+++ b/config/load/load_documents.yaml
@@ -0,0 +1,59 @@
+config:
+  ensure:
+    maxErrorRate: 1
+    max: 500
+  environments:
+    dev:
+      target: http://localhost:1420
+      engines:
+        playwright:
+          launchOptions:
+            headless: false
+    ci:
+      target: http://localhost:7777
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 50
+          maxVusers: 50
+          duration: 30
+    prod:
+      target: https://spaced.fun
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 50
+          maxVusers: 50
+          duration: 30
+  processor: test.mjs
+  engines:
+    playwright:
+      launchOptions:
+        headless: true
+scenarios:
+  - engine: playwright
+    testFunction: load_documents
diff --git a/config/load/single_document_updates.yaml b/config/load/single_document_updates.yaml
new file mode 100644
index 00000000..21dcf5b4
--- /dev/null
+++ b/config/load/single_document_updates.yaml
@@ -0,0 +1,61 @@
+config:
+  ensure:
+    maxErrorRate: 1
+    max: 500
+  variables:
+    code: 253405a2-9a49-4106-b92f-231a91a59edc
+  environments:
+    dev:
+      target: http://localhost:1420
+      engines:
+        playwright:
+          launchOptions:
+            headless: false
+    ci:
+      target: http://localhost:7777
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 50
+          maxVusers: 50
+          duration: 30
+    prod:
+      target: https://spaced.fun
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 30
+          maxVusers: 30
+          duration: 30
+  processor: test.mjs
+  engines:
+    playwright:
+      launchOptions:
+        headless: true
+scenarios:
+  - engine: playwright
+    testFunction: single_document_updates
diff --git a/config/load_tests/socketio.yaml b/config/load/socketio.yaml
similarity index 100%
rename from config/load_tests/socketio.yaml
rename to config/load/socketio.yaml
diff --git a/config/load/test.mjs b/config/load/test.mjs
new file mode 100644
index 00000000..626cf4b6
--- /dev/null
+++ b/config/load/test.mjs
@@ -0,0 +1,86 @@
+export async function document_connections(page, vuContext, events, test) {
+  const { step } = test;
+
+  await step('open', async () => {
+    await page.goto('/');
+  });
+
+  await step('connect', async () => {
+    await page.getByPlaceholder('Enter code').fill(vuContext.vars.code);
+    await page.getByPlaceholder('Enter code').press('Enter');
+  });
+
+  await step('wait_for_connection', async () => {
+    const editor = page.locator('[data-slate-editor]');
+    await editor.waitFor();
+  });
+}
+
+export async function document_updates(page, vuContext, events, test) {
+  const { step } = test;
+
+  await step('open', async () => {
+    await page.goto('/');
+  });
+
+  await step('connect', async () => {
+    // await page.getByTitle('Create Markdown').click();
+    const uuid = await page.evaluate(() => crypto.randomUUID());
+    await page.getByPlaceholder('Enter code').fill(uuid);
+    await page.getByPlaceholder('Enter code').press('Enter');
+  });
+
+  await step('create_check_list', async () => {
+    const editor = page.locator('[data-slate-editor]');
+    await editor.dblclick();
+    for (let index = 0; index < 6; index++) {
+      await editor.pressSequentially(
+        `-[] Implementing todo ${index + 1} for next week.`,
+      );
+      await editor.press('Enter');
+    }
+  });
+}
+
+export async function single_document_updates(page, vuContext, events, test) {
+  const { step } = test;
+
+  await step('open', async () => {
+    await page.goto('/');
+  });
+
+  await step('connect', async () => {
+    await page.getByPlaceholder('Enter code').fill(vuContext.vars.code);
+    await page.getByPlaceholder('Enter code').press('Enter');
+  });
+
+  await step('create_check_list', async () => {
+    const editor = page.locator('[data-slate-editor]');
+    await editor.dblclick();
+    for (let index = 0; index < 6; index++) {
+      await editor.pressSequentially(
+        `-[] Implementing todo ${index + 1} for next week.`,
+      );
+      await editor.press('Enter');
+    }
+  });
+}
+
+export async function load_documents(page, vuContext, events, test) {
+  const { step } = test;
+
+  await step('open', async () => {
+    await page.goto('/');
+  });
+
+  await step('connect', async () => {
+    const uuid = await page.evaluate(() => crypto.randomUUID());
+    await page.getByPlaceholder('Enter code').fill(uuid);
+    await page.getByPlaceholder('Enter code').press('Enter');
+  });
+
+  await step('wait_for_connection', async () => {
+    const editor = page.locator('[data-slate-editor]');
+    await editor.waitFor();
+  });
+}
diff --git a/config/load_tests/playwright.yaml b/config/load_tests/playwright.yaml
deleted file mode 100644
index 23403deb..00000000
--- a/config/load_tests/playwright.yaml
+++ /dev/null
@@ -1,8 +0,0 @@
-config:
-  target: http://localhost:1420
-  engines:
-    playwright: {}
-  processor: './test.js'
-scenarios:
-  - engine: playwright
-    testFunction: 'createItemAndWriteCheckList'
diff --git a/config/load_tests/test.js b/config/load_tests/test.js
deleted file mode 100644
index 0b6b44bb..00000000
--- a/config/load_tests/test.js
+++ /dev/null
@@ -1,21 +0,0 @@
-export async function createItemAndWriteCheckList(page, test) {
-  const { step } = test;
-
-  await step('open', async () => {
-    await page.goto('http://localhost:1420');
-  });
-
-  await step('create_item', async () => {
-    await page.getByTitle('Create Markdown').click();
-  });
-
-  await step('create_check_list', async () => {
-    await page.click('[data-slate-editor]');
-    await page.pressSequentially('-[] Implementing todo 1 for next week.');
-    await page.pressSequentially('-[] Implementing todo 2 for next week.');
-    await page.pressSequentially('-[] Implementing todo 3 for next week.');
-    await page.pressSequentially('-[] Implementing todo 4 for next week.');
-    await page.pressSequentially('-[] Implementing todo 5 for next week.');
-    await page.pressSequentially('-[] Implementing todo 6 for next week.');
-  });
-}
diff --git a/docs/archive/2024-2025/research-performance.md b/docs/archive/2024-2025/research-performance.md
index cf4488ba..d2baf9d8 100644
--- a/docs/archive/2024-2025/research-performance.md
+++ b/docs/archive/2024-2025/research-performance.md
@@ -82,7 +82,81 @@ Consider [Artillery + Playwright](https://www.artillery.io/docs/reference/engine
 
 Since document edits use CRDTS (Conflict-free replicated data types) combined with SocketIO that share binary data, using Playwright would be simpler compared to writing out specific requests manually.
 
+
+---
+
+understanding Artillery metrics
+
+FCP = [First Contentful Paint](https://web.dev/articles/fcp)
+TTFB = [Time To First Byte](https://web.dev/articles/ttfb)
+LCP = [Largest Contentful Paint](https://web.dev/articles/lcp)
+FID = [First Input Delay](https://web.dev/articles/fid)
+
+
+Web Vitals
+
+LCP (Largest Contentful Paint)
+CLS (Cumulative Layout Shift)
+INP (Interaction to Next Paint)
+TTFB (Time To First Byte)
+FCP (First Contentful Paint)
+FID (First Input Delay)
+
+---
+
+tests
+
+1. max single document connections
+2. max document count
+3. ...
+
+phases
+
+1. initial
+2. 10min sustained expect load
+3. stress test
+
+steps
+
+1. open page
+2.
+
+
 ##### 2.2.2. How are the bottlenecks holding back the maxium threshold?
+
+How does a node implementation compare to the rust implementation?
+
+How do the different VPS instances hold up?
+
+1vCPU 1Gb RAM
+
+vs
+
+2vCPU 2Gb RAM
+
+How do different parts of the system add latencies?
+
+How does memory increase with and without metrics?
+
+How do default image install compare in resource usage, to nixos installs?
+
 ##### 2.2.3. How can Spaced be optimized to increase the maximum threshold?
 
+The rust implementation as seen already improves performance significantly compared to Node as no garbage collection is involved.
+
+Document garbage collection.
+
+  // TODO: consider diff string for perf
+  // TODO: compare HashMap to DashMap
+
+MSGPack vs normal binary? vs Json
+
+
+Limiting clients to debounce requests.
+
+
+- Dive into websocket upgrades?
+- Memory vs CPU bottleneck handling
+
+
 ### 3. Conclusion
diff --git a/package.json b/package.json
index bdb43a2c..ab66cea0 100644
--- a/package.json
+++ b/package.json
@@ -19,6 +19,10 @@
     "e2e": "npm --workspace e2e run e2e --",
     "fmt": "cargo fmt --check --all",
     "fmt:fix": "cargo fmt --all",
+    "load:document_connections": "npx artillery run config/load/document_connections.yaml -o config/load/document_connections_$(date +%s).json",
+    "load:document_updates": "npx artillery run config/load/document_updates.yaml -o config/load/document_updates_$(date +%s).json",
+    "load:load_documents": "npx artillery run config/load/load_documents.yaml -o config/load/load_documents_$(date +%s).json",
+    "load:single_document_updates": "npx artillery run config/load/single_document_updates.yaml -o config/load/single_document_updates_$(date +%s).json",
     "prepare": "husky",
     "preview": "vite preview",
     "services": "srcs/scripts/start.sh",

From 527ffee216bddf6a6d5d3e51b608c2fdf5ce673e Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Mon, 13 Jan 2025 13:15:17 +0100
Subject: [PATCH 3/8] ci: prepare load tests in pipeline

The root namespace must be defined in the item_socket socket.io backend
to allow artillery to run its initial "zero" task.
---
 .github/workflows/review.yaml         | 40 +++++++++++++---------
 config/load/socketio.yaml             | 49 +++++++++++++++++++++------
 srcs/services/item_socket/src/main.rs |  2 ++
 3 files changed, 65 insertions(+), 26 deletions(-)

diff --git a/.github/workflows/review.yaml b/.github/workflows/review.yaml
index ffb520a0..14361cdb 100644
--- a/.github/workflows/review.yaml
+++ b/.github/workflows/review.yaml
@@ -151,22 +151,30 @@ jobs:
           ssh_key: ${{ secrets.SSH_PRIVATE_KEY }}
           env_file: .env
 
-  # load_test:
-  #   runs-on: self-hosted
-  #   needs: test_servers
-  #   timeout-minutes: 20
-  #   concurrency:
-  #     group: ${{ matrix.subdomain }}
-  #   strategy:
-  #     matrix:
-  #       subdomain: [aws, do, hetzner]
-  #       # gc, ionos
-  #   steps:
-  #     - uses: actions/checkout@v4
-  #     - uses: artilleryio/action-cli@v1
-  #       with:
-  #         command: run config/load/socket-io.yml ${{ matrix.subdomain }}.spaced.fun
-  #     # - run: ssh spaced@${{ matrix.subdomain }}.spaced.fun
+  load_test:
+    runs-on: self-hosted
+    needs: test_servers
+    timeout-minutes: 20
+    concurrency:
+      group: ${{ matrix.subdomain }}
+    strategy:
+      matrix:
+        subdomain: [aws, do, hetzner]
+        # gc, ionos
+    steps:
+      - uses: actions/checkout@v4
+      - run: echo "TIMESTAMP=$(date +%s)" >> $GITHUB_ENV
+      - uses: artilleryio/action-cli@v1
+        env:
+          ARTILLERY_CLOUD_API_KEY: ${{ secrets.ARTILLERY_CLOUD_API_KEY }}
+          SUBDOMAIN: ${{ matrix.subdomain }}
+        with:
+          command: run config/load/socketio.yaml --record -o socket-io_${{ env.TIMESTAMP }}.json -e review
+      - uses: actions/upload-artifact@v3
+        if: always()
+        with:
+          name: artillery-report
+          path: ./socket-io_${{ env.TIMESTAMP }}.json
 
   # cleanup:
   #   runs-on: ubuntu-latest
diff --git a/config/load/socketio.yaml b/config/load/socketio.yaml
index 6810a2e8..f3ff36fd 100644
--- a/config/load/socketio.yaml
+++ b/config/load/socketio.yaml
@@ -1,17 +1,46 @@
+# yaml-language-server: $schema=https://www.artillery.io/schema.json
 config:
-  target: 'http://localhost:8080'
-  socketio:
-    query: 'EIO=4&transport=websocket'
-    transports: ['websocket']
-  phases:
-    - duration: 60
-      arrivalRate: 25
+  ensure:
+    maxErrorRate: 1
+    max: 500
+  environments:
+    local:
+      target: http://localhost:7777
+      socketio:
+        query: EIO=4&transport=websocket
+        transports: ['websocket']
+      phases:
+        - duration: 60
+          arrivalRate: 50
+    review:
+      target: http://{{ $env.SUBDOMAIN }}.spaced.fun
+      socketio:
+        query: EIO=4&transport=websocket
+        transports: ['websocket']
+      phases:
+        # Create ramp up to 10 VUs per second
+        - name: initial
+          arrivalRate: 1
+          rampTo: 10
+          maxVusers: 10
+          duration: 10
+        # Creates 10 VUs every second
+        - name: sustained
+          arrivalRate: 1
+          duration: 30
+        - pause: 10
+        # Creates 1 VU every second
+        - name: stress
+          arrivalRate: 5
+          rampTo: 50
+          maxVusers: 50
+          duration: 30
 
 scenarios:
   - name: initial test
     engine: socketio
     flow:
-      - namespace: '/yjs|test-room'
+      - namespace: /yjs|room-test
         emit:
-          channel: 'echo'
-          data: '["awareness-update",{"_placeholder":true,"num":0}]'
+          namespace: /yjs|room-test
+          data: '{}'
diff --git a/srcs/services/item_socket/src/main.rs b/srcs/services/item_socket/src/main.rs
index 3a92f32d..451a763d 100644
--- a/srcs/services/item_socket/src/main.rs
+++ b/srcs/services/item_socket/src/main.rs
@@ -94,6 +94,8 @@ async fn app() -> anyhow::Result<Router> {
 
   let io_clone = io.clone();
 
+  io.ns("/", || {});
+
   io.dyn_ns(
     "/yjs|{doc_ns}",
     |socket: SocketRef, state: State<SocketState>, metrics: State<MetricsState>| async move {

From 7e80c5813d8a8b99a3b27cf5e2bfd36877733dfa Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Wed, 15 Jan 2025 14:47:42 +0100
Subject: [PATCH 4/8] docs: finish perf/research doc

---
 .../archive/2024-2025/research-performance.md | 34 ++++++++++++++++---
 1 file changed, 29 insertions(+), 5 deletions(-)

diff --git a/docs/archive/2024-2025/research-performance.md b/docs/archive/2024-2025/research-performance.md
index d2baf9d8..8062b9c2 100644
--- a/docs/archive/2024-2025/research-performance.md
+++ b/docs/archive/2024-2025/research-performance.md
@@ -8,7 +8,7 @@
 
 ## Blazingly Fast Knowledge Base <!-- omit in toc -->
 
-![](../assets/spaced-2024-rich-text.png)
+![](../../assets/spaced-2024-rich-text.png)
 
 |         |                      |
 | ------- | -------------------- |
@@ -25,20 +25,44 @@
 | Version | Date       | Author               | Changes         | State |
 | ------- | ---------- | -------------------- | --------------- | ----- |
 | 0.1     | 2024-11-15 | Koen Schellingerhout | initial version | draft |
-
+| 1.0     | 2024-01-15 | Koen Schellingerhout |                 | final |
 
 #### Distribution <!-- omit in toc -->
 
 | Version | Date       | Receivers            |
 | ------- | ---------- | -------------------- |
 | 0.1     | 2024-11-15 | Canvas: Erik Schriek |
+| 1.0     | 2025-01-15 | Canvas: Erik Schriek |
 
 
 <div style="page-break-after: always;"></div>
 
-###
+### Contents <!-- omit in toc -->
+
+<style>
+  .toc > ul { padding-left: 1em; }
+  .toc > * * ul { padding-left: 1em; }
+  .toc > * > li { list-style-type: none; }
+  .toc > * * > li { list-style-type: none; }
+</style>
+
+<div class="toc">
+
+- [1. Research questions](#1-research-questions)
+- [2. Results](#2-results)
+  - [2.1. Preliminary questions](#21-preliminary-questions)
+    - [2.1.1. What actions are expected to be involved?](#211-what-actions-are-expected-to-be-involved)
+    - [2.1.2. Which providers should be tested on their VPS hosting?](#212-which-providers-should-be-tested-on-their-vps-hosting)
+    - [2.1.3. What is the expected cost of load testing on each hosting provider?](#213-what-is-the-expected-cost-of-load-testing-on-each-hosting-provider)
+  - [2.2 Sub questions](#22-sub-questions)
+    - [2.2.1. How to generate realistic loads for the VPS instances?](#221-how-to-generate-realistic-loads-for-the-vps-instances)
+    - [2.2.2. How are the bottlenecks holding back the maxium threshold?](#222-how-are-the-bottlenecks-holding-back-the-maxium-threshold)
+    - [2.2.3. How can Spaced be optimized to increase the maximum threshold?](#223-how-can-spaced-be-optimized-to-increase-the-maximum-threshold)
+- [3. Conclusion](#3-conclusion)
+
+</div>
 
-#### 1. Research questions
+### 1. Research questions
 
 **Primary question**
 How to make creating and collaborating on documents in Spaced for students and experts as cheap as possible while maintaining a 99% reliable latency of less than 1 seconds?
@@ -59,7 +83,7 @@ _\*Please read the remarks below on the "less than 1 second" and "threshold"._
 
 ### 2. Results
 
-#### 2.1 Preliminary questions
+#### 2.1. Preliminary questions
 
 ##### 2.1.1. What actions are expected to be involved?
 

From 257dfb7bcda79b45fa75b5d00aebc9606ec84406 Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Thu, 16 Jan 2025 09:57:33 +0100
Subject: [PATCH 5/8] wip

---
 .github/workflows/review.yaml            |  51 ++++++-
 config/load/document_connections.yaml    |  61 --------
 config/load/document_updates.yaml        |  59 --------
 config/load/functions.cjs                |  11 ++
 config/load/load_documents.yaml          |  59 --------
 config/load/playwright.yaml              |  67 +++++++++
 config/load/scenarios.mjs                | 180 +++++++++++++++++++++++
 config/load/single_document_updates.yaml |  61 --------
 config/load/socketio.yaml                |  51 +++++--
 config/load/test.mjs                     |  86 -----------
 srcs/services/item_socket/src/y.rs       |   2 +-
 11 files changed, 346 insertions(+), 342 deletions(-)
 delete mode 100644 config/load/document_connections.yaml
 delete mode 100644 config/load/document_updates.yaml
 create mode 100644 config/load/functions.cjs
 delete mode 100644 config/load/load_documents.yaml
 create mode 100644 config/load/playwright.yaml
 create mode 100644 config/load/scenarios.mjs
 delete mode 100644 config/load/single_document_updates.yaml
 delete mode 100644 config/load/test.mjs

diff --git a/.github/workflows/review.yaml b/.github/workflows/review.yaml
index 14361cdb..01b91b96 100644
--- a/.github/workflows/review.yaml
+++ b/.github/workflows/review.yaml
@@ -159,22 +159,63 @@ jobs:
       group: ${{ matrix.subdomain }}
     strategy:
       matrix:
-        subdomain: [aws, do, hetzner]
+        subdomain: [do]
+        # subdomain: [aws, do] # ADD LAST MINIMUM
+        # subdomain: [aws, do, hetzner]
         # gc, ionos
+    environment: manual_approval
+    env:
+      PLAYWRIGHT_BROWSERS_PATH: /data/runner_workspace/.cache/ms-playwright
     steps:
       - uses: actions/checkout@v4
       - run: echo "TIMESTAMP=$(date +%s)" >> $GITHUB_ENV
-      - uses: artilleryio/action-cli@v1
+      - run: npm i && npx artillery
+      - run: |
+          npx artillery run config/load/playwright.yaml \
+            --tags env:review,host:${{ matrix.subdomain }},sha:${{ github.sha }} \
+            --record -o playwright_${{ env.TIMESTAMP }}.json -e breakpoint
+        continue-on-error: true
+        env:
+          ARTILLERY_CLOUD_API_KEY: ${{ secrets.ARTILLERY_CLOUD_API_KEY }}
+          SUBDOMAIN: ${{ matrix.subdomain }}
+      - run: |
+          jq '
+            .intermediate
+            | to_entries
+            | map(select(
+                .value.counters."vusers.failed" < 1 and
+                .value.summaries."browser.step.open".p99 < 1000 and
+                .value.summaries."browser.step.create".p99 < 1000 and
+                .value.summaries."browser.step.share".p99 < 1000 or
+                .value.summaries."browser.step.open".p99 < 1000 and
+                .value.summaries."browser.step.join".p99 < 1000 and
+                .value.summaries."browser.step.create_check_list".p99 < 2000
+              ))
+            | sort_by(.value.counters."vusers.created" | tonumber)
+            | last
+            | {
+                record: .key,
+                "vusers.created": .value.counters."vusers.created",
+                "vusers.session_length.p999": .value.summaries."vusers.session_length".p999,
+              }
+          ' playwright_${{ env.TIMESTAMP }}.json | tee | jq ."vusers.created" > NUM
+
+          echo SMOKE_RATE=$(cat NUM | jq '. * 0.10 | round') >> $GITHUB_ENV
+          echo AVG_RATE=$(cat NUM | jq '. * 0.50 | round') >> $GITHUB_ENV
+          echo STRESS_RATE=$(cat NUM | jq '. * 0.75 | round') >> $GITHUB_ENV
+          echo SPIKE_RATE=$(cat NUM) >> $GITHUB_ENV
+      - run: |
+          npx artillery run config/load/playwright.yaml \
+            --tags env:review,host:${{ matrix.subdomain }},sha:${{ github.sha }} \
+            --record -o playwright_${{ env.TIMESTAMP }}.json -e smoke_average_stress_spike
         env:
           ARTILLERY_CLOUD_API_KEY: ${{ secrets.ARTILLERY_CLOUD_API_KEY }}
           SUBDOMAIN: ${{ matrix.subdomain }}
-        with:
-          command: run config/load/socketio.yaml --record -o socket-io_${{ env.TIMESTAMP }}.json -e review
       - uses: actions/upload-artifact@v3
         if: always()
         with:
           name: artillery-report
-          path: ./socket-io_${{ env.TIMESTAMP }}.json
+          path: ./playwright_${{ env.TIMESTAMP }}.json
 
   # cleanup:
   #   runs-on: ubuntu-latest
diff --git a/config/load/document_connections.yaml b/config/load/document_connections.yaml
deleted file mode 100644
index b551bab1..00000000
--- a/config/load/document_connections.yaml
+++ /dev/null
@@ -1,61 +0,0 @@
-config:
-  ensure:
-    maxErrorRate: 1
-    max: 500
-  variables:
-    code: 28cf22c3-77e8-49f5-b2ef-fa3eb212cce3
-  environments:
-    dev:
-      target: http://localhost:1420
-      engines:
-        playwright:
-          launchOptions:
-            headless: false
-    ci:
-      target: http://localhost:7777
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 50
-          maxVusers: 50
-          duration: 30
-    prod:
-      target: https://spaced.fun
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 50
-          maxVusers: 50
-          duration: 30
-  processor: test.mjs
-  engines:
-    playwright:
-      launchOptions:
-        headless: true
-scenarios:
-  - engine: playwright
-    testFunction: document_connections
diff --git a/config/load/document_updates.yaml b/config/load/document_updates.yaml
deleted file mode 100644
index 0bf749c9..00000000
--- a/config/load/document_updates.yaml
+++ /dev/null
@@ -1,59 +0,0 @@
-config:
-  ensure:
-    maxErrorRate: 1
-    max: 500
-  environments:
-    dev:
-      target: http://localhost:1420
-      engines:
-        playwright:
-          launchOptions:
-            headless: false
-    ci:
-      target: http://localhost:7777
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 50
-          maxVusers: 50
-          duration: 30
-    prod:
-      target: https://spaced.fun
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 75
-          maxVusers: 75
-          duration: 30
-  processor: test.mjs
-  engines:
-    playwright:
-      launchOptions:
-        headless: true
-scenarios:
-  - engine: playwright
-    testFunction: document_updates
diff --git a/config/load/functions.cjs b/config/load/functions.cjs
new file mode 100644
index 00000000..4d908a22
--- /dev/null
+++ b/config/load/functions.cjs
@@ -0,0 +1,11 @@
+const { randomUUID } = require('node:crypto');
+
+function uuid(ctx, ee, next) {
+  ctx.vars['uuid'] = randomUUID();
+
+  return next();
+}
+
+module.exports = {
+  uuid,
+};
diff --git a/config/load/load_documents.yaml b/config/load/load_documents.yaml
deleted file mode 100644
index 974fd959..00000000
--- a/config/load/load_documents.yaml
+++ /dev/null
@@ -1,59 +0,0 @@
-config:
-  ensure:
-    maxErrorRate: 1
-    max: 500
-  environments:
-    dev:
-      target: http://localhost:1420
-      engines:
-        playwright:
-          launchOptions:
-            headless: false
-    ci:
-      target: http://localhost:7777
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 50
-          maxVusers: 50
-          duration: 30
-    prod:
-      target: https://spaced.fun
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 50
-          maxVusers: 50
-          duration: 30
-  processor: test.mjs
-  engines:
-    playwright:
-      launchOptions:
-        headless: true
-scenarios:
-  - engine: playwright
-    testFunction: load_documents
diff --git a/config/load/playwright.yaml b/config/load/playwright.yaml
new file mode 100644
index 00000000..1a7833ca
--- /dev/null
+++ b/config/load/playwright.yaml
@@ -0,0 +1,67 @@
+# yaml-language-server: $schema=https://www.artillery.io/schema.json
+config:
+  processor: scenarios.mjs
+  engines:
+    playwright:
+      launchOptions:
+        headless: true
+  plugins:
+    ensure: {}
+  ensure:
+    maxErrorRate: 1
+    conditions:
+      - expression: 'browser.step.open.p99 < 1000 and browser.step.create.p99 < 1000 and browser.step.share.p99 < 1000 or browser.step.open.p99 < 1000 and browser.step.join.p99 < 1000 and browser.step.create_check_list.p99 < 2000'
+  variables:
+    uuid: 28cf22c3-77e8-49f5-b2ef-fa3eb212cce3
+  environments:
+    dev:
+      target: http://localhost:1420
+      engines:
+        playwright:
+          launchOptions:
+            headless: false
+          trace:
+            enabled: true
+    breakpoint:
+      target: http://{{ $env.SUBDOMAIN }}.spaced.fun
+      socketio:
+        query: EIO=4&transport=websocket
+        transports: [websocket]
+      phases:
+        # duration / 10 = reports
+        # rampTo / reports = concurrent users added per report (granularity)
+        - name: Find breakpoint
+          duration: 2m
+          arrivalRate: 1
+          rampTo: 100
+          # maxVusers: 500
+    smoke_average_stress_spike:
+      target: http://{{ $env.SUBDOMAIN }}.spaced.fun
+      socketio:
+        query: EIO=4&transport=websocket
+        transports: [websocket]
+      phases:
+        - name: smoke
+          duration: 10
+          arrivalRate: '{{ $env.SMOKE_RATE }}' # breakpoint * .10
+          maxVusers: '{{ $env.SMOKE_RATE }}' # breakpoint * .10
+        - name: average
+          duration: 60
+          arrivalRate: '{{ $env.AVG_RATE }}' # breakpoint * .50
+        - name: stress
+          duration: 120
+          arrivalRate: '{{ $env.STRESS_RATE }}' # breakpoint * .75
+        - name: pause
+          pause: 10
+        - name: spike
+          duration: 5
+          arrivalRate: '{{ $env.SPIKE_RATE }}' # breakpoint
+          maxVusers: 200
+
+scenarios:
+  - engine: playwright
+    testFunction: create_and_share_document
+    weight: 1
+  - engine: playwright
+    testFunction: join_and_update_document
+    weight: 6
diff --git a/config/load/scenarios.mjs b/config/load/scenarios.mjs
new file mode 100644
index 00000000..04f661cc
--- /dev/null
+++ b/config/load/scenarios.mjs
@@ -0,0 +1,180 @@
+export async function create_and_share_document(page, vuContext, events, test) {
+  const { step } = test;
+
+  await step('open', async () => {
+    await page.goto('/');
+  });
+
+  await step('create', async () => {
+    await page.getByTitle('Create Item').click();
+    const editor = page.locator('[data-slate-editor]');
+
+    await editor.dblclick();
+    await editor.pressSequentially(`Entering Title`);
+    await editor.press('Enter');
+    await editor.press('Enter');
+  });
+
+  await step('share', async () => {
+    await page.getByTitle('Share').click();
+
+    await page
+      .locator("input[name='username']")
+      .pressSequentially('RandomUser');
+
+    await page.evaluate(() => {
+      const getRandomHexColor = () => {
+        const randomColor = Math.floor(Math.random() * 16_777_215).toString(16);
+        return `#${randomColor.padStart(6, '0')}`;
+      };
+      const input = document.querySelector("input[name='color']");
+      if (input) {
+        input.value = getRandomHexColor();
+        input.dispatchEvent(new Event('change', { bubbles: true }));
+      }
+    });
+
+    await page.click("button[type='submit']");
+    const uuid = await page.evaluate(
+      () =>
+        (window.crypto.randomUUID = () => {
+          return 'mocked response';
+        }),
+    );
+    vuContext.vars.uuid = uuid;
+  });
+}
+
+export async function join_and_update_document(page, vuContext, events, test) {
+  const { step } = test;
+
+  await step('open', async () => {
+    await page.goto('/');
+  });
+
+  await step('join', async () => {
+    await page.getByPlaceholder('Enter code').fill(vuContext.vars.uuid);
+    await page.getByPlaceholder('Enter code').press('Enter');
+
+    await page
+      .locator("input[name='username']")
+      .pressSequentially('RandomUser');
+
+    await page.evaluate(() => {
+      const getRandomHexColor = () => {
+        const randomColor = Math.floor(Math.random() * 16_777_215).toString(16);
+        return `#${randomColor.padStart(6, '0')}`;
+      };
+      const input = document.querySelector("input[name='color']");
+      if (input) {
+        input.value = getRandomHexColor();
+        input.dispatchEvent(new Event('change', { bubbles: true }));
+      }
+    });
+  });
+
+  await step('create_check_list', async () => {
+    const editor = page.locator('[data-slate-editor]');
+    await editor.dblclick();
+    for (let index = 0; index < 6; index++) {
+      await editor.pressSequentially(
+        `-[] Implementing todo ${index + 1} for next week.`,
+      );
+      await editor.press('Enter');
+    }
+  });
+}
+
+// ###########
+
+// export async function document_connections(page, vuContext, events, test) {
+//   const { step } = test;
+
+//   await step('open', async () => {
+//     await page.goto('/');
+//   });
+
+//   await step('connect', async () => {
+//     await page.getByPlaceholder('Enter code').fill(vuContext.vars.code);
+//     await page.getByPlaceholder('Enter code').press('Enter');
+//   });
+
+//   await step('wait_for_connection', async () => {
+//     const editor = page.locator('[data-slate-editor]');
+//     await editor.waitFor();
+//   });
+// }
+
+// export async function document_updates(page, vuContext, events, test) {
+//   const { step } = test;
+
+//   await step('open', async () => {
+//     await page.goto('/');
+//   });
+
+//   await step('connect', async () => {
+//     // await page.getByTitle('Create Markdown').click();
+//     const uuid = await page.evaluate(
+//       () =>
+//         (window.crypto.randomUUID = () => {
+//           return 'mocked response';
+//         }),
+//     );
+//     await page.getByPlaceholder('Enter code').fill(uuid);
+//     await page.getByPlaceholder('Enter code').press('Enter');
+//   });
+
+//   await step('create_check_list', async () => {
+//     const editor = page.locator('[data-slate-editor]');
+//     await editor.dblclick();
+//     for (let index = 0; index < 6; index++) {
+//       await editor.pressSequentially(
+//         `-[] Implementing todo ${index + 1} for next week.`,
+//       );
+//       await editor.press('Enter');
+//     }
+//   });
+// }
+
+// export async function single_document_updates(page, vuContext, events, test) {
+//   const { step } = test;
+
+//   await step('open', async () => {
+//     await page.goto('/');
+//   });
+
+//   await step('connect', async () => {
+//     await page.getByPlaceholder('Enter code').fill(vuContext.vars.code);
+//     await page.getByPlaceholder('Enter code').press('Enter');
+//   });
+
+//   await step('create_check_list', async () => {
+//     const editor = page.locator('[data-slate-editor]');
+//     await editor.dblclick();
+//     for (let index = 0; index < 6; index++) {
+//       await editor.pressSequentially(
+//         `-[] Implementing todo ${index + 1} for next week.`,
+//       );
+//       await editor.press('Enter');
+//     }
+//   });
+// }
+
+// export async function load_documents(page, vuContext, events, test) {
+//   const { step } = test;
+
+//   await step('open', async () => {
+//     await page.goto('/');
+//   });
+
+//   await step('connect', async () => {
+//     const uuid = await page.evaluate(() => crypto.randomUUID());
+//     await page.getByPlaceholder('Enter code').fill(uuid);
+//     await page.getByPlaceholder('Enter code').press('Enter');
+//   });
+
+//   await step('wait_for_connection', async () => {
+//     const editor = page.locator('[data-slate-editor]');
+//     await editor.waitFor();
+//   });
+// }
diff --git a/config/load/single_document_updates.yaml b/config/load/single_document_updates.yaml
deleted file mode 100644
index 21dcf5b4..00000000
--- a/config/load/single_document_updates.yaml
+++ /dev/null
@@ -1,61 +0,0 @@
-config:
-  ensure:
-    maxErrorRate: 1
-    max: 500
-  variables:
-    code: 253405a2-9a49-4106-b92f-231a91a59edc
-  environments:
-    dev:
-      target: http://localhost:1420
-      engines:
-        playwright:
-          launchOptions:
-            headless: false
-    ci:
-      target: http://localhost:7777
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 50
-          maxVusers: 50
-          duration: 30
-    prod:
-      target: https://spaced.fun
-      phases:
-        # Create ramp up to 10 VUs per second
-        - name: initial
-          arrivalRate: 1
-          rampTo: 10
-          maxVusers: 10
-          duration: 10
-        # Creates 10 VUs every second
-        - name: sustained
-          arrivalRate: 1
-          duration: 30
-        - pause: 10
-        # Creates 1 VU every second
-        - name: stress
-          arrivalRate: 5
-          rampTo: 30
-          maxVusers: 30
-          duration: 30
-  processor: test.mjs
-  engines:
-    playwright:
-      launchOptions:
-        headless: true
-scenarios:
-  - engine: playwright
-    testFunction: single_document_updates
diff --git a/config/load/socketio.yaml b/config/load/socketio.yaml
index f3ff36fd..2051c3de 100644
--- a/config/load/socketio.yaml
+++ b/config/load/socketio.yaml
@@ -1,22 +1,41 @@
 # yaml-language-server: $schema=https://www.artillery.io/schema.json
 config:
+  processor: ./functions.cjs
+  plugins:
+    ensure: {}
   ensure:
     maxErrorRate: 1
-    max: 500
+    thresholds:
+      - 'vusers.session_length.p999': 1000
   environments:
     local:
-      target: http://localhost:7777
+      target: http://localhost:8081
       socketio:
         query: EIO=4&transport=websocket
-        transports: ['websocket']
+        transports: [websocket]
       phases:
-        - duration: 60
-          arrivalRate: 50
-    review:
+        - name: Find breakpoint
+          duration: 10
+          arrivalCount: 1
+          maxVusers: 1
+    breakpoint:
       target: http://{{ $env.SUBDOMAIN }}.spaced.fun
       socketio:
         query: EIO=4&transport=websocket
-        transports: ['websocket']
+        transports: [websocket]
+      phases:
+        # duration / 10 = reports
+        # rampTo / reports = concurrent users added per report (granularity)
+        - name: Find breakpoint
+          duration: 10m
+          arrivalRate: 1
+          rampTo: 30
+          # maxVusers: 500
+    smoke_average_stress_spike:
+      target: http://{{ $env.SUBDOMAIN }}.spaced.fun
+      socketio:
+        query: EIO=4&transport=websocket
+        transports: [websocket]
       phases:
         # Create ramp up to 10 VUs per second
         - name: initial
@@ -36,11 +55,23 @@ config:
           maxVusers: 50
           duration: 30
 
+        # - name: Breakpoint: this test type might be how I determine the average load the VPS can take on - so the initial load test.
+        # - name: Smoke: I could include as initial phase
+        # - name: Average load: Not sure how to conduct this for different systems
+        # - name: Stress: When load exceeds expected average - not sure either - maybe through initial tests, and hardcoded values
+        # - name: Spike: I should can do this
+
 scenarios:
-  - name: initial test
+  - name: open_new_document
     engine: socketio
     flow:
-      - namespace: /yjs|room-test
+      - function: uuid
+      - namespace: /yjs|{{ uuid }}
+        emit:
+          data: '{}'
+      - namespace: /yjs|{{ uuid }}
         emit:
-          namespace: /yjs|room-test
+          channel: sync-step-1
           data: '{}'
+        acknowledge:
+          data: '0["sync-step-1",{"_placeholder":true,"num":0}]'
diff --git a/config/load/test.mjs b/config/load/test.mjs
deleted file mode 100644
index 626cf4b6..00000000
--- a/config/load/test.mjs
+++ /dev/null
@@ -1,86 +0,0 @@
-export async function document_connections(page, vuContext, events, test) {
-  const { step } = test;
-
-  await step('open', async () => {
-    await page.goto('/');
-  });
-
-  await step('connect', async () => {
-    await page.getByPlaceholder('Enter code').fill(vuContext.vars.code);
-    await page.getByPlaceholder('Enter code').press('Enter');
-  });
-
-  await step('wait_for_connection', async () => {
-    const editor = page.locator('[data-slate-editor]');
-    await editor.waitFor();
-  });
-}
-
-export async function document_updates(page, vuContext, events, test) {
-  const { step } = test;
-
-  await step('open', async () => {
-    await page.goto('/');
-  });
-
-  await step('connect', async () => {
-    // await page.getByTitle('Create Markdown').click();
-    const uuid = await page.evaluate(() => crypto.randomUUID());
-    await page.getByPlaceholder('Enter code').fill(uuid);
-    await page.getByPlaceholder('Enter code').press('Enter');
-  });
-
-  await step('create_check_list', async () => {
-    const editor = page.locator('[data-slate-editor]');
-    await editor.dblclick();
-    for (let index = 0; index < 6; index++) {
-      await editor.pressSequentially(
-        `-[] Implementing todo ${index + 1} for next week.`,
-      );
-      await editor.press('Enter');
-    }
-  });
-}
-
-export async function single_document_updates(page, vuContext, events, test) {
-  const { step } = test;
-
-  await step('open', async () => {
-    await page.goto('/');
-  });
-
-  await step('connect', async () => {
-    await page.getByPlaceholder('Enter code').fill(vuContext.vars.code);
-    await page.getByPlaceholder('Enter code').press('Enter');
-  });
-
-  await step('create_check_list', async () => {
-    const editor = page.locator('[data-slate-editor]');
-    await editor.dblclick();
-    for (let index = 0; index < 6; index++) {
-      await editor.pressSequentially(
-        `-[] Implementing todo ${index + 1} for next week.`,
-      );
-      await editor.press('Enter');
-    }
-  });
-}
-
-export async function load_documents(page, vuContext, events, test) {
-  const { step } = test;
-
-  await step('open', async () => {
-    await page.goto('/');
-  });
-
-  await step('connect', async () => {
-    const uuid = await page.evaluate(() => crypto.randomUUID());
-    await page.getByPlaceholder('Enter code').fill(uuid);
-    await page.getByPlaceholder('Enter code').press('Enter');
-  });
-
-  await step('wait_for_connection', async () => {
-    const editor = page.locator('[data-slate-editor]');
-    await editor.waitFor();
-  });
-}
diff --git a/srcs/services/item_socket/src/y.rs b/srcs/services/item_socket/src/y.rs
index 2b08d877..0d8e28d7 100644
--- a/srcs/services/item_socket/src/y.rs
+++ b/srcs/services/item_socket/src/y.rs
@@ -132,7 +132,7 @@ pub async fn start_synchronization(
       let update = Update::decode_v1(binary).unwrap();
       awareness.doc().transact_mut().apply_update(update).unwrap();
     }
-    Err(err) => println!("Ack error {:?}", err),
+    Err(err) => println!("Ack error {:?}", err), // TODO: Exit if timeout
   }
 
   let data = awareness.update().unwrap().encode_v1();

From 9cfe63d073248ca999e5986ef7dda8473c1b625b Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Fri, 17 Jan 2025 13:10:08 +0100
Subject: [PATCH 6/8] docs: add final research report

---
 .../archive/2024-2025/research-performance.md | 191 +++++++++++-------
 docs/assets/artillery_dashboard.png           | Bin 0 -> 206716 bytes
 docs/assets/item_socket_leakish_memory.png    | Bin 0 -> 44378 bytes
 docs/assets/proxy_resource_usage.png          | Bin 0 -> 46068 bytes
 4 files changed, 114 insertions(+), 77 deletions(-)
 create mode 100644 docs/assets/artillery_dashboard.png
 create mode 100644 docs/assets/item_socket_leakish_memory.png
 create mode 100644 docs/assets/proxy_resource_usage.png

diff --git a/docs/archive/2024-2025/research-performance.md b/docs/archive/2024-2025/research-performance.md
index 8062b9c2..c4e6b5a2 100644
--- a/docs/archive/2024-2025/research-performance.md
+++ b/docs/archive/2024-2025/research-performance.md
@@ -1,9 +1,3 @@
-<style>
-* {
-  font-size: 12px;
-}
-</style>
-
 # Spaced <!-- omit in toc -->
 
 ## Blazingly Fast Knowledge Base <!-- omit in toc -->
@@ -12,9 +6,9 @@
 
 |         |                      |
 | ------- | -------------------- |
-| Date    | 2024-11-15           |
-| Version | 0.1                  |
-| State   | initial draft        |
+| Date    | 2024-11-17           |
+| Version | 1.0                  |
+| State   | final                |
 | Author  | Koen Schellingerhout |
 |         |                      |
 
@@ -25,19 +19,20 @@
 | Version | Date       | Author               | Changes         | State |
 | ------- | ---------- | -------------------- | --------------- | ----- |
 | 0.1     | 2024-11-15 | Koen Schellingerhout | initial version | draft |
-| 1.0     | 2024-01-15 | Koen Schellingerhout |                 | final |
+| 1.0     | 2024-01-15 | Koen Schellingerhout |                 | draft |
+| 1.0     | 2024-01-17 | Koen Schellingerhout |                 | final |
 
 #### Distribution <!-- omit in toc -->
 
 | Version | Date       | Receivers            |
 | ------- | ---------- | -------------------- |
 | 0.1     | 2024-11-15 | Canvas: Erik Schriek |
-| 1.0     | 2025-01-15 | Canvas: Erik Schriek |
+| 1.0     | 2025-01-17 | Canvas: Erik Schriek |
 
 
 <div style="page-break-after: always;"></div>
 
-### Contents <!-- omit in toc -->
+## Contents <!-- omit in toc -->
 
 <style>
   .toc > ul { padding-left: 1em; }
@@ -53,61 +48,89 @@
   - [2.1. Preliminary questions](#21-preliminary-questions)
     - [2.1.1. What actions are expected to be involved?](#211-what-actions-are-expected-to-be-involved)
     - [2.1.2. Which providers should be tested on their VPS hosting?](#212-which-providers-should-be-tested-on-their-vps-hosting)
-    - [2.1.3. What is the expected cost of load testing on each hosting provider?](#213-what-is-the-expected-cost-of-load-testing-on-each-hosting-provider)
+    - [2.1.3. How to generate realistic loads for the VPS instances?](#213-how-to-generate-realistic-loads-for-the-vps-instances)
   - [2.2 Sub questions](#22-sub-questions)
-    - [2.2.1. How to generate realistic loads for the VPS instances?](#221-how-to-generate-realistic-loads-for-the-vps-instances)
-    - [2.2.2. How are the bottlenecks holding back the maxium threshold?](#222-how-are-the-bottlenecks-holding-back-the-maxium-threshold)
+    - [2.2.1. What load tests should be conducted?](#221-what-load-tests-should-be-conducted)
+    - [2.2.2. How are bottlenecks holding back the maxium threshold?](#222-how-are-bottlenecks-holding-back-the-maxium-threshold)
     - [2.2.3. How can Spaced be optimized to increase the maximum threshold?](#223-how-can-spaced-be-optimized-to-increase-the-maximum-threshold)
 - [3. Conclusion](#3-conclusion)
 
 </div>
 
-### 1. Research questions
+<div style="page-break-after: always;"></div>
+
+## 1. Research questions
 
 **Primary question**
-How to make creating and collaborating on documents in Spaced for students and experts as cheap as possible while maintaining a 99% reliable latency of less than 1 seconds?
 
-_\*Please read the remarks below on the "less than 1 second" and "threshold"._
+How to make creating and collaborating on documents in Spaced for students and experts as cheap as possible while maintaining a 99% reliable latency of less than 1 second?
 
-| Vertical scalability |                                                                                                                                                                                                     |
-| -------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| **Preliminary**      | 1. What actions are expected to be involved? <br> 2. Which providers should be tested on their VPS hosting? <br> 3. What is the expected cost of load testing on each hosting provider?             |
-| **Sub questions**    | 1. How to generate realistic loads for the VPS instances? <br> 2. How are the bottlenecks holding back the maxium threshold? <br> 3. How can Spaced be optimized to increase the maximum threshold? |
+| Vertical scalability |                                                                                                                                                                                |
+| -------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
+| **Preliminary**      | 1. What actions are expected to be involved? <br> 2. Which providers should be tested on their VPS hosting? <br> 3. How to generate realistic loads for the VPS instances?     |
+| **Sub questions**    | 1. What load tests should be conducted? <br> 2. How are  bottlenecks holding back the maxium threshold? <br> 3. How can Spaced be optimized to increase the maximum threshold? |
 
-| Remark             | Description                                                                                                                                                                                                     |
-| ------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Less than 1 second | The less than a second measurement **may** be taken on a local system instead of a hosting provider to reduce costs. It does mean these measurements should not be used to talk about "real world performance". |
-| Threshold          | The threshold is to be determined, but most likely involves the amount of clients connected and the traffic they are sending over a certain period of time.                                                     |
 
 <div style="page-break-after: always;"></div>
 
-### 2. Results
+## 2. Results
 
-#### 2.1. Preliminary questions
+### 2.1. Preliminary questions
 
-##### 2.1.1. What actions are expected to be involved?
+#### 2.1.1. What actions are expected to be involved?
 
-Creating a document, editing, moving, sharing and deleting.
+Spaced currently has the ability for a user to create new documents, share them, and to collaboratively edit documents. Disconnecting you document instance from others is also possible not interesting from a performance standpoint as document cleanup is not fully working.
 
-##### 2.1.2. Which providers should be tested on their VPS hosting?
+These actions belong to 2 different scenario's, people either create a new document and start sharing it, or people would instead connect to a shared document and edit it.
 
-- [Amazon Web Services - EC2](https://aws.amazon.com/ec2/)
-- [Google Cloud](https://cloud.google.com/learn/what-is-a-virtual-private-server?hl=en), free 300 credit 90day trail
-- [IONOS](https://www.ionos.com/servers/vps)
-- [Fontys Netlab](https://fhict.topdesk.net)
+#### 2.1.2. Which providers should be tested on their VPS hosting?
 
-##### 2.1.3. What is the expected cost of load testing on each hosting provider?
+The tests to be conducted should ideally be free if a provider has a free-trial or free-credits those should be part of the list. Providers such as Google Cloud, Amazon Web Services and Azure have various free plans [<sup>[1]</sup>][aws][<sup>[2]</sup>][azure][<sup>[3]</sup>][google_cloud].
 
-#### 2.2 Sub questions
+[aws]: https://aws.amazon.com/free
+[azure]: https://learn.microsoft.com/en-us/azure/cost-management-billing/manage/avoid-charges-free-account
+[google_cloud]: https://console.cloud.google.com/compute/instancesAdd
 
-##### 2.2.1. How to generate realistic loads for the VPS instances?
+Furthermore if a provider is popular they should be considered to capture the widest audience possible. Cheap VPS providers that can provide a VPS with at least 696Mi available RAM for nixos-anywhere (to kernel swap) may also be considered[<sup>[4]</sup>][hosting]. However sadly for Azure this means it's the end of the road as [nixos-anywhere does not work on secure boot](https://github.com/nix-community/nixos-images/issues/128#issuecomment-2327279764).
 
-Consider [Artillery + Playwright](https://www.artillery.io/docs/reference/engines/playwright#why-load-test-with-headless-browsers) tests to determine realistic loads by calling APIs directly from the frontend. Other more difficult methods are using HAR files mimicking realistic traffic.
+[hosting]: https://console.cloud.google.com/compute/instancesAdd
 
-Since document edits use CRDTS (Conflict-free replicated data types) combined with SocketIO that share binary data, using Playwright would be simpler compared to writing out specific requests manually.
+A couple relatively cheap providers and somewhat popular are: [digitalocean](https://www.digitalocean.com/pricing/droplets), [hetzner](https://www.hetzner.com/cloud/), and [ionos](https://www.ionos.de/server/vps#tarife).
 
+So the final list is as follows: AWS, ~~Google Cloud~~, DigitalOcean, ~~Hetzner, IONOS~~
+> Note: the crossed out providers were not tested for the final results in this research, however future research will probably be conducted on those.
 
----
+#### 2.1.3. How to generate realistic loads for the VPS instances?
+
+The best way to simulate users interacting is to this full E2E. [Artillery + Playwright](https://www.artillery.io/docs/reference/engines/playwright#why-load-test-with-headless-browsers) allows for testing realistic loads by calling APIs directly from the frontend. Artillery also provides more cumbersome, but lightweight solutions like direct Socket.IO connections.
+
+The Item Socket service in the backend is also just a bit unconventional as it's sending binary websocket messages for document edits which use CRDTS (Conflict-free replicated data types) combined with SocketIO adding a lot more complexity to manually writing requeries.
+
+There's also [k6.io](https://k6.io/) which supports Playwright, but [unlike Artillery](https://www.artillery.io/docs/reference/engines/socketio) it doesn't support Socket.IO directly.
+
+<div style="page-break-after: always;"></div>
+
+### 2.2 Sub questions
+
+#### 2.2.1. What load tests should be conducted?
+
+Based on the Grafana Labs documentation the following Load Test Types are relevant[<sup>[5]<sup>][grafana]:
+
+- **Breakpoint tests** usually ramp up VUs (virtual users) (or request rates) until the limits of the system have been reached, so they can be identified.
+- **Smoke tests** validate the test scripts and deployments are in working condition, the usual time-frame is in seconds or minutes.
+- **Average-load tests** is the normally expected load on the system. The time frame can range from a couple minutes to an hour.
+- **Stress tests** are at an increased load, but share a similar test duration as Average-load tests.
+- **Spike tests** simulate high traffic for a short period. Usually a couple minutes to get to understand how the system behaves at it's limits.
+- **Soak tests** long running tests that usually take a couple hours. They check the reliability of the system under load and is similar to Average-Load test load.
+
+[grafana]: https://grafana.com/docs/k6/latest/testing-guides/test-types/
+
+Artillery has 2 important concepts to form load tests. The first are [scenario's](https://www.artillery.io/docs/reference/test-script#scenarios-section) which describe what the test should execute and are randomly selected. Weights can be added to make one scenario more prevelant. The second concept are [phases](https://www.artillery.io/docs/reference/test-script#phases---load-phases) which describe how the test is executed; how many virtual users should arrive each second and for how long.
+
+Putting this together into a GitHub pipeline for reproducible tests, breakpoint tests can be first to run to figure out the upper limit and to determine how to scale the parameters for the rest of the tests. Then a smoke test to start off with making sure things work, and simply increasing the load bit by bit first to average-, and to stress level. Finally some spike tests after a little pause to check fault tolerance. Soak tests are maybe something to consider for a staging environment, but are out of scope for this research.
+
+
+<!--
 
 understanding Artillery metrics
 
@@ -126,61 +149,75 @@ TTFB (Time To First Byte)
 FCP (First Contentful Paint)
 FID (First Input Delay)
 
----
-
-tests
-
-1. max single document connections
-2. max document count
-3. ...
-
-phases
+-->
 
-1. initial
-2. 10min sustained expect load
-3. stress test
-
-steps
-
-1. open page
-2.
+<div style="page-break-after: always;"></div>
 
+#### 2.2.2. How are bottlenecks holding back the maxium threshold?
 
-##### 2.2.2. How are the bottlenecks holding back the maxium threshold?
+The result of the first breakpoint test was not fully recorded as the `rampTo` rate of 100 was to much for the test executor to handle as it froze. _The test executor has a Ryzen 5950x (16 cores / 32 threads) and 32 GB RAM._
 
-How does a node implementation compare to the rust implementation?
+- [Results: Breakpoint 1 - DigitalOcean 1GB RAM / 1 vCPU](https://app.artillery.io/share/sh_c9ff8f1dd1c95e442efa7c5f42321a29f862925953c65ad05ae387ba281df07e)
 
-How do the different VPS instances hold up?
+![](../../assets/artillery_dashboard.png)
 
-1vCPU 1Gb RAM
+The threshold limits were defined in the following way:
+> ```yaml
+> maxErrorRate: 1 # Percentage
+> # The steps here represent the steps taken for either of the 2 previously defined scenario's (see 2.2.1.)
+> browser.step.open.p99  < 1000 and| browser.step.open.p99 < 1000 and
+> browser.step.create.p99< 1000 and| browser.step.join.p99 < 1000 and
+> browser.step.share.p99 < 1000    | browser.step.create_check_list.p99 < 2000
+> ```
 
-vs
+After another breakpoint test the first values for the Smoke-, Average-, Stess-, and Spike tests could be determined. To do so, some manual conversions need to be made as there is no direct arrival rate number that Artillery provides in their reports. So this will be determined by taking the 472 VUs created before things reached the threshold limits and dividing that by 10, because the numbers are gathered roughly every 10 seconds the max ArrivalRate without issues then "in theory" would be about 47 VUs every second. Now that value was distributed over tests in the following manner: [See results DigitalOcean](https://app.artillery.io/share/sh_9dc384912cd3298bc6c185ccdb47f6e27fe09535ee50a878e9a077a2192c8f97)
 
-2vCPU 2Gb RAM
+```sh
+export SMOKE_RATE=5    # 47.2 * .1 rounded
+export AVG_RATE=24     # 47.2 * .5 rounded
+export STRESS_RATE=34  # 47.2 * .75 rounded
+export SPIKE_RATE=47   # 47.2 rounded
+```
 
-How do different parts of the system add latencies?
+<div style="page-break-after: always;"></div>
 
-How does memory increase with and without metrics?
+The following results were attempts to find the recommended sweet spot for the VPS, but it's clear that there are installability issues. The most prolific errors are `Socket(Closed)` and `Socket([InternalChannelFull..])`.
 
-How do default image install compare in resource usage, to nixos installs?
+- [Results: AWS `SMOKE_RATE=2,AVG_RATE=8,STRESS_RATE=11,SPIKE_RATE=15`](https://app.artillery.io/share/sh_a1e4ce4954b74e0ef11ba5d2d73bd7ec96178c67a9214b8c7e941c70a22981df)
+---
+- [Results: AWS `SMOKE_RATE=1,AVG_RATE=5,STRESS_RATE=8,SPIKE_RATE=11`](https://app.artillery.io/share/sh_d2b85f7e15b14871a7e4fb1b5e0be56b341e198ba6f3127d10e2bfe3fd589ed1)
+- [Results: DigitalOcean `SMOKE_RATE=1,AVG_RATE=5,STRESS_RATE=8,SPIKE_RATE=11`](https://app.artillery.io/share/sh_24336f637766a458ee907c638eae51649810a11a9090885386a840d2310f38c2)
+---
+- [Results: AWS `SMOKE_RATE=1,AVG_RATE=5,STRESS_RATE=7,SPIKE_RATE=10`](https://app.artillery.io/share/sh_73d26b50564319fc06167d6265cd1943b4923ff8c50c0caa66eaeb0fd09ebbaa)
+- [Results: DigitalOcean `SMOKE_RATE=1,AVG_RATE=5,STRESS_RATE=7,SPIKE_RATE=10`](https://app.artillery.io/share/sh_c6d1962381de251139ac73fa45d25747e8237da99e60911d061bf09fc6d32b29)
 
-##### 2.2.3. How can Spaced be optimized to increase the maximum threshold?
+The following bottlenecks were identified:
+- **VPS & Docker Swarm**: The VPS that runs the services sometimes is overloaded not, because of the container that run inside, but actually Docker Swarm locking and spiking in CPU usage. Mostly happening during deployments.
+- **Proxy-Server**: Traefik is a very versatile proxy, but it may lack in performance in some aspects as it's written in go, which has a garbage collector. Futher research needs to be conducted, but is out of scope here.
+![](../../assets/proxy_resource_usage.png)
+- Other services in Spaced notabily cAdvisor and Prometheus sometimes spike the CPU usage for a very brief window.
+- Not only the deployment had Bottlenecks, the systems running "large-scale" load tests could not keep up in terms of memory nor CPU for that matter as Playwright headless browsers simply ask for too many resources. These test results are thus potentially holding how much the system can handle in reality.
+- The **stability of the Item Socket** however is not good. Errors get thrown around quite fast while CPU usage isn't really spiking, but memory is compounding likely, because of amount of documents created.
+![](../../assets/item_socket_leakish_memory.png)
 
-The rust implementation as seen already improves performance significantly compared to Node as no garbage collection is involved.
+Overall these results don't seem very impressive. Whether it's largely a stability issue or also a hardware issue more research is needed.
+<!-- The fact that stability is already an issue is a clear sign the tests didn't have to be much longer, however in the future if it does get more stable the tests must extend for longer to fish out memory pilling up etc. -->
 
-Document garbage collection.
+<div style="page-break-after: always;"></div>
 
-  // TODO: consider diff string for perf
-  // TODO: compare HashMap to DashMap
+#### 2.2.3. How can Spaced be optimized to increase the maximum threshold?
 
-MSGPack vs normal binary? vs Json
+The Item Socket Service which handles all real-time document updates implemented in a lower level language like Rust already show quite decent performance. The current implementation also already uses the best known CRDT (Conflict-Free Replicated Data Type) algorithm called [YATA](https://www.researchgate.net/publication/310212186_Near_Real-Time_Peer-to-Peer_Shared_Editing_on_Extensible_Data_Types) through the help of the rust [Y-rs](https://docs.rs/yrs/latest/yrs/) package. However as mentioned before documents are not cleaned up after noone uses them, so the services needlessly holds onto that memory. Resolving this shouls in theory get it down to somewhere near idle levels.
 
+Then about updates, in quite a few places updates are not rate-limited in anyway. For instance when typing characters in the editor it always sends a new update to the server which may be reduced to an acceptable degree if a proper throttle/debounce is applied.
 
-Limiting clients to debounce requests.
+Additionally it's actually other services namely the reverse-proxy that use more resources than the Item Socket Service. So the best optimization may be to move to a more lightweight proxy-server.
 
+Notably docker container log limits have not been set which could contribute to memory consumption. The most important take away tough from the tests were clearly the instability issues.
 
-- Dive into websocket upgrades?
-- Memory vs CPU bottleneck handling
+<div style="page-break-after: always;"></div>
 
+## 3. Conclusion
 
-### 3. Conclusion
+To summarize,
+on all fronts bottlenecks are present, the servers tested only have 1 GB of RAM and 1 vCPU. The ensuring that uptime is met will be impossible if those instability issues aren't resolved. All services within the system may be able benefit from some configuation changes, and clearly more research is needed to be able say Spaced is a "Blazingly Fast Knowledge base".
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From 0ed7ac2adc4c07ca2a6340cdeeea128da6f82447 Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Fri, 17 Jan 2025 13:41:26 +0100
Subject: [PATCH 7/8] docs: fix dates in performance research doc

---
 docs/archive/2024-2025/research-performance.md | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/docs/archive/2024-2025/research-performance.md b/docs/archive/2024-2025/research-performance.md
index c4e6b5a2..cc742ea1 100644
--- a/docs/archive/2024-2025/research-performance.md
+++ b/docs/archive/2024-2025/research-performance.md
@@ -6,8 +6,8 @@
 
 |         |                      |
 | ------- | -------------------- |
-| Date    | 2024-11-17           |
-| Version | 1.0                  |
+| Date    | 2025-01-17           |
+| Version | 1.1                  |
 | State   | final                |
 | Author  | Koen Schellingerhout |
 |         |                      |
@@ -19,8 +19,9 @@
 | Version | Date       | Author               | Changes         | State |
 | ------- | ---------- | -------------------- | --------------- | ----- |
 | 0.1     | 2024-11-15 | Koen Schellingerhout | initial version | draft |
-| 1.0     | 2024-01-15 | Koen Schellingerhout |                 | draft |
-| 1.0     | 2024-01-17 | Koen Schellingerhout |                 | final |
+| 1.0     | 2025-01-15 | Koen Schellingerhout |                 | draft |
+| 1.0     | 2025-01-17 | Koen Schellingerhout |                 | final |
+| 1.1     | 2025-01-17 | Koen Schellingerhout | Fix wrong dates |       |
 
 #### Distribution <!-- omit in toc -->
 
@@ -28,6 +29,7 @@
 | ------- | ---------- | -------------------- |
 | 0.1     | 2024-11-15 | Canvas: Erik Schriek |
 | 1.0     | 2025-01-17 | Canvas: Erik Schriek |
+| 1.1     | 2025-01-17 | Canvas: Erik Schriek |
 
 
 <div style="page-break-after: always;"></div>

From d21da6d1c4e1e3a1180ca6d8d480ed3b6a980484 Mon Sep 17 00:00:00 2001
From: Ekhorn <koen@kschellingerhout.nl>
Date: Sat, 18 Jan 2025 12:22:50 +0100
Subject: [PATCH 8/8] docs: add manual load test results

---
 docs/assets/playwright_1737099693.json | 2810 +++++++++++
 docs/assets/playwright_1737101120.json | 4186 ++++++++++++++++
 docs/assets/playwright_1737101616.json | 4305 ++++++++++++++++
 docs/assets/playwright_1737102683.json | 6047 ++++++++++++++++++++++
 docs/assets/playwright_1737104598.json | 6187 +++++++++++++++++++++++
 docs/assets/playwright_1737105835.json | 6217 +++++++++++++++++++++++
 docs/assets/playwright_1737110483.json | 6388 ++++++++++++++++++++++++
 docs/assets/playwright_1737110835.json | 6092 ++++++++++++++++++++++
 8 files changed, 42232 insertions(+)
 create mode 100644 docs/assets/playwright_1737099693.json
 create mode 100644 docs/assets/playwright_1737101120.json
 create mode 100644 docs/assets/playwright_1737101616.json
 create mode 100644 docs/assets/playwright_1737102683.json
 create mode 100644 docs/assets/playwright_1737104598.json
 create mode 100644 docs/assets/playwright_1737105835.json
 create mode 100644 docs/assets/playwright_1737110483.json
 create mode 100644 docs/assets/playwright_1737110835.json

diff --git a/docs/assets/playwright_1737099693.json b/docs/assets/playwright_1737099693.json
new file mode 100644
index 00000000..8d0a6b55
--- /dev/null
+++ b/docs/assets/playwright_1737099693.json
@@ -0,0 +1,2810 @@
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new file mode 100644
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new file mode 100644
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