IBM Cloud Object Storage#
Lithops with IBM COS as storage backend.
Installation#
Install IBM Cloud backend dependencies:
python3 -m pip install lithops[ibm]
Create an IBM Cloud Object Storage account.
Crate a bucket in your desired region. Remember to update the corresponding Lithops config field with this bucket name.
Configuration#
Create the credentials to access to your COS account (Choose one option):
Option 1 (COS API Key):#
In the side navigation, click
Service Credentials
.Click
New credential +
and provide the necessary information.Click
Add
to generate service credential.Click
View credentials
and copy the apikey value.Edit your lithops config file and add the following keys:
lithops: storage: ibm_cos ibm_cos: region : <REGION> api_key : <API_KEY> storage_bucket: <BUCKET_NAME>
Option 2 (COS HMAC credentials):#
In the side navigation, click
Service Credentials
.Click
New credential +
.Click on advanced options and enable
Include HMAC Credential
button.Click
Add
to generate service credential.Click
View credentials
and copy the access_key_id and secret_access_key values.When using HMAC credentials, you can omit providing an storage bucket, since Lithops will be able to create it automatically.
Edit your lithops config file and add the following keys:
lithops: storage: ibm_cos ibm_cos: region: <REGION> access_key_id: <ACCESS_KEY_ID> secret_access_key: <SECRET_ACCESS_KEY_ID>
Option 3 (IBM IAM API Key):#
If you don’t have an IAM API key created, navigate to the IBM IAM dashboard
Click
Create an IBM Cloud API Key
and provide the necessary information.Copy the generated IAM API key (You can only see the key the first time you create it, so make sure to copy it).
Edit your lithops config file and add the following keys:
lithops: storage_backend: ibm_cos ibm: iam_api_key: <IAM_API_KEY> ibm_cos: region: <REGION> storage_bucket: <BUCKET_NAME>
Lithops COS Endpoint configuration#
Using region#
The easiest approach is to let Lithops to choose the right endpoint by itself. To enable this, just configure Lithops with the region name of your storage_bucket
, as follows:
ibm_cos:
region : <REGION>
Valid region names are: us-east
, us-south
, eu-gb
, eu-de
, etc..
Using endpoints path#
Alternative to using region, you can configure the public and private endpoints as follows:
Login to IBM Cloud and open up your dashboard. Then navigate to your instance of Object Storage.
In the side navigation, click
Endpoints
to find your COS endpoints. You must copy bothpublic
andprivate
endpoints of the region where you created your bucket.
ibm_cos:
endpoint: https://s3.<region>.cloud-object-storage_config.appdomain.cloud
private_endpoint: https://s3.private.<region>.cloud-object-storage_config.appdomain.cloud
Summary of configuration keys for IBM Cloud:#
IBM IAM:#
Group |
Key |
Default |
Mandatory |
Additional info |
---|---|---|---|---|
ibm |
iam_api_key |
no |
IBM Cloud IAM API key to authenticate against IBM services. Obtain the key here |
|
ibm |
region |
no |
IBM Region. One of: |
|
ibm |
resource_group_id |
no |
Resource group id from your IBM Cloud account. Get it from here |
IBM Cloud Object Storage:#
Group |
Key |
Default |
Mandatory |
Additional info |
---|---|---|---|---|
ibm_cos |
region |
yes |
Region of your bucket. One of: |
|
ibm_cos |
api_key |
yes |
API Key to your COS account. Not needed if using IAM API Key |
|
ibm_cos |
storage_bucket |
yes |
The name of a bucket that exists in you account. This will be used by Lithops for intermediate data. You must provide HMAC Credentials if you want the bucket to be automatically created |
|
ibm_cos |
access_key_id |
no |
HMAC Credentials. Mandatory if no api_key. Not needed if using IAM API Key |
|
ibm_cos |
secret_access_key |
no |
HMAC Credentials. Mandatory if no api_key. Not needed if using IAM API Key |
|
ibm_cos |
endpoint |
no |
Endpoint to your COS account. Mandatory if no region. Make sure to use the full path with ‘https://’ as prefix |
|
ibm_cos |
private_endpoint |
no |
Private endpoint to your COS account. Mandatory if no region. Make sure to use the full path with ‘https://’ or http:// as prefix |