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jason-fox committed Jun 4, 2024
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Expand Up @@ -161,8 +161,7 @@ Therefore the overall architecture will consist of the following elements:
- FIWARE [Cygnus](https://fiware-cygnus.readthedocs.io/en/latest/) where it will subscribe to context changes and
persist them into a **MongoDB** database (_formal_ mode only)

> [!NOTE]
> **Cygnus** will only be used if **STH-Comet** is configured in \_formal* mode.
> [!NOTE] **Cygnus** will only be used if **STH-Comet** is configured in \_formal\* mode.
- A [MongoDB](https://www.mongodb.com/) database:
- Used by the **Orion Context Broker** to hold context data information such as data entities, subscriptions and
Expand Down Expand Up @@ -247,8 +246,7 @@ repository:
Where `<command>` will vary depending upon the mode we wish to activate. This command will also import seed data from
the previous tutorials and provision the dummy IoT sensors on startup.

> [!NOTE]
> If you want to clean up and start over again you can do so with the following command:
> [!NOTE] If you want to clean up and start over again you can do so with the following command:
>
> ```console
> ./services stop
Expand Down Expand Up @@ -431,9 +429,7 @@ the `throttling` attribute in the request body.
format.
- The `throttling` value defines the rate that changes are sampled.

> [!NOTE]
> Be careful when throttling subscriptions as sequential updates will not be persisted as
> expected.
> [!NOTE] Be careful when throttling subscriptions as sequential updates will not be persisted as expected.
>
> For example if an UltraLight device sends the measurement `t|20|l|1200` it will be a single atomic commit and both
> attributes will be included the notification to **STH-Comet** however is a device sends `t|20#l|1200` this will be
Expand Down Expand Up @@ -682,7 +678,7 @@ To obtain the short term history of a context entity attribute, send a GET reque

If the `lastN` parameter is set, the result will return the N latest measurements only.

#### 7️⃣ Request:
#### 7️⃣ Request:

```console
curl -X GET \
Expand Down Expand Up @@ -748,7 +744,7 @@ of `second`, `minute`, `hour` or `day`.
Always select the most appropriate time period based on the frequency of your data collection. `minute` has been
selected because the `Motion:001` is firing a few times within each minute.

#### 8️⃣ Request:
#### 8️⃣ Request:

```console
curl -X GET \
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