path: root/_slides/2020-10-22-datomic-on-global-good-reasons-for-and-against-it.slides

---
title: "Datomic on global: good reasons for and against it"
date: 2020-10-22
layout: slides
lang: en
ref: datomic-on-global-good-reasons-for-and-against-it
published: false
---

# Datomic on global

**Good** reasons for and against it

---

# Premise

Datomic's bottleneck is **write** throughput, not read

---

When creating a new service...

---

```clojure
(defn database-for-service
  [service]
  (let [prototype (prototype-for-service service)]
    (if (= :global prototype)
      :datomic
      #{:dynamodb :redis :nothing})))
```

---

...which is, in my opinion, a poor heuristic.

---

The deciding factor shouldn't be the prototype, but the **cardinality**

---

```diff
 (defn database-for-service
   [service]
-  (let [prototype (prototype-for-service service)]
-    (if (= :global prototype)
-      :datomic
-      #{:dynamodb :redis :nothing})))
+  (let [cardinality (cardinality-for-service service)]
+    (if (= :too-high cardinality)
+      #{:dynamodb :redis :nothing
+      :datomic))))
```

---

```clojue
(defn database-for-service
  [service]
  (let [cardinality (cardinality-for-service service)]
    (if (= :too-high cardinality)
      #{:dynamodb :redis :nothing
      :datomic))))
```

---

But how to determine when the cardinality is

**`:too-high`**?

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Let's think about the cardinality of existing services we know

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What is the cardinality of...

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# savings-accounts

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# inductor

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# crebito

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# diablo

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# lost-boy?

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# hook?

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# ledger

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# blackleach

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# notification

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# toasty

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# auth

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# waypoint

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# jurassic-park

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Compare the database choice of services with similar cardinalities:

## notifications vs toasty

---

Compare different cardinalities for services on global prototype:

## jurassic-park vs auth

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Compare different cardinality for different services inside the same domain:

## savings-accounts -> blackleach -> diablo -> ledger

---

## Thank you!

References:

1. these slides: [{{ site.tld }}/slides.html]({% link slides.md %})
2. [prose version of this presentation]({% link _articles/2020-10-22-datomic-on-global-good-reasons-for-and-against-it.md %})
3. "[Understanding Database Sharding](https://www.digitalocean.com/community/tutorials/understanding-database-sharding)"