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Add documentation for standalone (sparkless) GC #8307
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--- | ||||||
title: Standalone Garbage Collection | ||||||
description: Run a limited version of garbage collection without any external dependencies | ||||||
parent: Garbage Collection | ||||||
nav_order: 5 | ||||||
grand_parent: How-To | ||||||
redirect_from: | ||||||
- /cloud/standalone-gc.html | ||||||
--- | ||||||
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# Standalone Garbage Collection | ||||||
{: .d-inline-block } | ||||||
lakeFS Enterprise | ||||||
{: .label .label-green } | ||||||
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{: .d-inline-block } | ||||||
experimental | ||||||
{: .label .label-red } | ||||||
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{: .note } | ||||||
> Standalone GC is only available for [lakeFS Enterprise]({% link enterprise/index.md %}). | ||||||
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{: .note .warning } | ||||||
> Standalone GC is experimental and offers limited capabilities compared to the [Spark-backed GC]({% link howto/garbage-collection/gc.md %}). Read through the [limitations](./standalone-gc.md#limitations) carefully and use at your own risk. | ||||||
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## About | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit; add a whitespace after every markdown heading There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Done |
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Standalone GC is a limited version of the Spark-backed GC that runs without any external dependencies, as a standalone docker image. | ||||||
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## Limitations | ||||||
1. Tested in-lab under the following conditions: <TODO: publish acceptance and performance test results once ready>. | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This section is going to include the scale in which sgc was tested at? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Added concrete numbers (left the TODO because I'm waiting to run it on the final version, which is not ready yet). |
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2. Horizontal scale is not supported - Only a single instance of `lakefs-sgc` can operate at a time on a given repository. | ||||||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We should add a limitation that says that sgc only implements the mark stage without sweeping, and sweep requires user action There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Done - added a bullet to "Limitations", and a new "Output" section describing this. |
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## Installation | ||||||
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### 1. Obtain Dockerhub token | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit; I prefer using words rather than bulleted lists in markdown headers but its up to you
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As an enterprise customer, you should already have a dockerhub token for the `externallakefs` user. | ||||||
If not, contact us at ___ (TODO: add mail/whaterver). | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. @talSofer what should I put here? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Done |
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### 2. Login to docker with this token | ||||||
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```bash | ||||||
docker login -u <your token> | ||||||
``` | ||||||
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### 3. Download the docker image | ||||||
Download the image from the [lakefs-sgc](https://hub.docker.com/repository/docker/treeverse/lakefs-sgc/general) repository: | ||||||
```bash | ||||||
docker pull treeverse/lakefs-sgc:tagname | ||||||
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``` | ||||||
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## Usage | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can you please add these two steps here: There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
I already added an example - take a look at "Example - docker run command"
Done - in the new "Output" section. Not sure WDYM by a "CTA", I just added a sentence explaining that the user should read the report and delete manually. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Update: I added a dedicated section for "Deleting marked objects" with the same sentence ^ |
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### AWS Credentials | ||||||
Currently, `lakefs-sgc` does not provide an option to explicitly set AWS credentials. It relies on the hosting machine | ||||||
to be set up correctly, and reads the AWS credentials from the machine. | ||||||
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This means, you should set up your machine however AWS expects you to set it. \ | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. How configurations work for on-prem users who use Minio? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Done - added "S3-compatible clients" section and example (cc @itaiad200) |
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For example, by following their guide on [configuring the AWS CLI](https://docs.aws.amazon.com/cli/v1/userguide/cli-chap-configure.html). | ||||||
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### Configuration | ||||||
The following configuration keys are available: | ||||||
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| Key | Description | Default value | Possible values | | ||||||
|----------------------------|----------------------------------------------------------------------------------------------------|--------------------------------|---------------------------------------------------------| | ||||||
| `logging.format` | Logs output format | "text" | "text","json" | | ||||||
| `logging.level` | Logs level | "info" | "error","warn",info","debug","trace" | | ||||||
| `logging.output` | Where to output the logs to | "-" | "-" (stdout), "=" (stderr), or any string for file path | | ||||||
| `logging.file_max_size_mb` | Max file size for logs output (relevant only if `logging.output` is set to a file path) | 102400 (100MiB) | number | | ||||||
| `logging.files_keep` | Number of files to keep for logs rotation (relevant only if `logging.output` is set to a file path | 100 | number | | ||||||
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| `cache_dir` | Directory to use for caching data during run | ~/.lakefs-sgc/data | string | | ||||||
| `aws.max_page_size` | Max number of items per page when listing objects in AWS | not set (AWS defaults to 1000) | number | | ||||||
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| `objects_min_age` | Tells the GC Ignore any object that is last modified within this time frame ("cutoff time") | "6h" | duration | | ||||||
| `lakefs.endpoint_url` | The URL to the lakeFS installation - should end with `/api/v1` | NOT SET | URL | | ||||||
| `lakefs.access_key_id` | Access key to the lakeFS installation | NOT SET | string | | ||||||
| `lakefs.secret_access_key` | Secret access key to the lakeFS installation | NOT SET | string | | ||||||
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These keys can be provided in the following ways: | ||||||
1. Config file: Create a YAML file with the keys, each `.` is a new nesting level. \ | ||||||
For example, `logging.level` will be: | ||||||
```yaml | ||||||
logging: | ||||||
level: <value> # info,debug... | ||||||
``` | ||||||
Then, pass it to the program using the `--config path/to/config.yaml` argument. | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. There isn't a default location it expects for? that's ok, just to clarify There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. There is, it's mentioned in the "Command line reference" section:
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2. Environment variables: by setting `LAKEFS_SGC_<KEY>`, with uppercase letters and `.`s converted to `_`s. \ | ||||||
For example `logging.level` will be: | ||||||
```bash | ||||||
export LAKEFS_SGC_LOGGING_LEVEL=info` | ||||||
``` | ||||||
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Example (minimalistic) config file: | ||||||
```yaml | ||||||
logging: | ||||||
level: debug | ||||||
lakefs: | ||||||
endpoint_url: https://your.url/api/v1 | ||||||
access_key_id: <your lakeFS access key> | ||||||
secret_access_key: <your lakeFS secret key> | ||||||
``` | ||||||
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### Command line reference | ||||||
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#### Flags: | ||||||
- `-c, --config`: config file to use (default is $HOME/.lakefs-sgc.yaml) | ||||||
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#### Commands: | ||||||
**run** | ||||||
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Usage: \ | ||||||
`lakefs-sgc run <repository>` | ||||||
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Flags: | ||||||
- `--cache-dir`: directory to cache read files and metadataDir (default is $HOME/.lakefs-sgc/data/) | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Isn't this a config value? How can it be both? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. It can 🙂 |
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- `--parallelism`: number of parallel downloads for metadataDir (default 10) | ||||||
- `--presign`: use pre-signed URLs when downloading/uploading data (recommended) (default true) | ||||||
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### Example - docker run command | ||||||
Here's an example for running the `treeverse/lakefs-sgc` docker image, with AWS credentials parsed from the `~/.aws/credentials` file: | ||||||
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```bash | ||||||
docker run \ | ||||||
-e AWS_REGION=<region> \ | ||||||
-e AWS_SESSION_TOKEN="$(grep 'aws_session_token' ~/.aws/credentials | awk -F' = ' '{print $2}')" \ | ||||||
-e AWS_ACCESS_KEY_ID="$(grep 'aws_access_key_id' ~/.aws/credentials | awk -F' = ' '{print $2}')" \ | ||||||
-e AWS_SECRET_ACCESS_KEY="$(grep 'aws_secret_access_key' ~/.aws/credentials | awk -F' = ' '{print $2}')" \ | ||||||
-e LAKEFS_SGC_LAKEFS_ENDPOINT_URL=<your lakefs URL> \ | ||||||
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-e LAKEFS_SGC_LAKEFS_ACCESS_KEY_ID=<your accesss key> \ | ||||||
-e LAKEFS_SGC_LAKEFS_SECRET_ACCESS_KEY=<your secret key> \ | ||||||
-e LAKEFS_SGC_LOGGING_LEVEL=debug \ | ||||||
treeverse/lakefs-sgc:<version> run <repository> | ||||||
``` |
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"at your own risk" sounds a bit harsh and unreliable
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Done