Skip to content

Commit

Permalink
Merge pull request #725 from exacaster/documment_permanent_sessions
Browse files Browse the repository at this point in the history
Document permanent sessions
  • Loading branch information
pdambrauskas authored Oct 28, 2023
2 parents b718621 + abc41c5 commit cb736c1
Show file tree
Hide file tree
Showing 4 changed files with 46 additions and 12 deletions.
4 changes: 1 addition & 3 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,13 +1,11 @@
# Lighter

Lighter is an opensource application for interacting with [Apache Spark](https://spark.apache.org/) on [Kubernetes](https://kubernetes.io/) or [Apache Hadoop YARN](https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html). It is hevily inspired by [Apache Livy](https://livy.incubator.apache.org/) and has some overlaping features.
Lighter is an opensource application for interacting with [Apache Spark](https://spark.apache.org/) on [Kubernetes](https://kubernetes.io/) or [Apache Hadoop YARN](https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html). It is heavily inspired by [Apache Livy](https://livy.incubator.apache.org/) and has some overlapping features.

Lighter supports:
- Interactive Python Sessions through [Sparkmagic](https://github.com/jupyter-incubator/sparkmagic) kernel
- Batch application submissions through the REST API

> :warning: **If you are using interactive sessions**: While we have tested batch applications quite extensively, there might be some problems with interactive sessions, consider current release of Lighter as alpha.
You can read a breaf description on how Lighter works [here](./docs/architecture.md).

## Using Lighter
Expand Down
17 changes: 9 additions & 8 deletions docs/configuration.md
Original file line number Diff line number Diff line change
Expand Up @@ -22,19 +22,20 @@ Lighter can be configured by using environment variables. Currently, Lighter sup
| LIGHTER_STORAGE_JDBC_DRIVER_CLASS_NAME | JDBC driver class name | org.h2.Driver |
| LIGHTER_BATCH_DEFAULT_CONF | Default `conf` props for batch applications (JSON)<sup>*</sup> | |
| LIGHTER_SESSION_DEFAULT_CONF | Default `conf` props for session applications (JSON) | |
| LIGHTER_SESSION_PERMANENT_SESSIONS | List of configurations for [permanent sessions](./permanent_sessions.md) | "[]" |

<sup>*</sup> default confs will be merged with confs provided in submit request, if property is defined in submit request, default will be ignored.
<sup>*</sup> default configs will be merged with configss provided in submit request, if property is defined in submit request, default will be ignored.
Example of `LIGHTER_BATCH_DEFAULT_CONF`: `{"spark.kubernetes.driverEnv.TEST1":"test1"}`.

## Kubernetes configuration

| Property | Description | Default |
| ---------------------------------- | ---------------------------------------------------- |------------------------------------------------|
| LIGHTER_KUBERNETES_ENABLED | Kubernetes enabled | false |
| LIGHTER_KUBERNETES_MASTER | Kubernetes master URL | k8s://kubernetes.default.svc.cluster.local:443 |
| LIGHTER_KUBERNETES_NAMESPACE | Kubernetes namespace | spark |
| LIGHTER_KUBERNETES_MAX_LOG_SIZE | Max lines of log to store on DB | 500 |
| LIGHTER_KUBERNETES_SERVICE_ACCOUNT | Kubernetes service account | spark |
| Property | Description | Default |
|------------------------------------|---------------------------------|------------------------------------------------|
| LIGHTER_KUBERNETES_ENABLED | Kubernetes enabled | false |
| LIGHTER_KUBERNETES_MASTER | Kubernetes master URL | k8s://kubernetes.default.svc.cluster.local:443 |
| LIGHTER_KUBERNETES_NAMESPACE | Kubernetes namespace | spark |
| LIGHTER_KUBERNETES_MAX_LOG_SIZE | Max lines of log to store on DB | 500 |
| LIGHTER_KUBERNETES_SERVICE_ACCOUNT | Kubernetes service account | spark |


## YARN configuration
Expand Down
35 changes: 35 additions & 0 deletions docs/permanent_sessions.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,35 @@
# Permanent sessions

The Lighter has a feature for permanent interactive sessions. These sessions are useful for cases where there is
a need for a session that runs indefinitely and where occasional session statements need to be submitted directly
through the REST API.

The Lighter takes care of maintaining the continuity of these sessions, ensuring they remain active and restarting
them in case of failures without altering the session identifier.

It's important to note that in some cases, when a session is restarted due to a failure, it may not restore the previous
state. Therefore, it's advisable to make your statements independent of the previous session state.

## Configuration

Permanent sessions can be configured through by setting `LIGHTER_SESSION_PERMANENT_SESSIONS` environment variable.
Example value:
```json
[
{
"id": "permanent-id-used-on-api-calls",
"submit-params": {
"name": "Session Name",
"numExecutors": 4,
"executorCores": 2,
"executorMemory": "2G",
"driverCores": 2,
"driverMemory": "1G",
"conf": {
"spark.eventLog.enabled": true,
"spark.eventLog.dir": "s3a://your_bucket/spark-hs/"
}
}
}
]
```
2 changes: 1 addition & 1 deletion docs/rest.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@ Request Exapmple:
"numExecutors": 4,
"executorCores": 2,
"executorMemory": "2G",
"dirverCores": 2,
"driverCores": 2,
"driverMemory": "1G",
"args": ["arg1", "arg2"],
"pyFiles": ["https://something/python_package.zip"],
Expand Down

0 comments on commit cb736c1

Please sign in to comment.