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Description
This is a proposal to support directory based access in the Delta Sharing Protocol.
Motivation
The Delta Sharing protocol currently grants temporary access to a tables file via its QueryTable API. This operation can be expensive, as the server needs to unpack the delta log, discover parquet data files needed for the query, and generate pre-signed urls for them. A petabyte scale table can have millions of data files, which can put significant load on the server and cause query performance to suffer as well.
Similar in spirit to UC OSS API for GenerateTemporaryTableCredentials, we would like to support sharing tables with Cloud Tokens, which are directory (prefix) based STS tokens that grant temporary read access to the table’s root directory. This approach bypasses the pre-signing workflow, and instead provides direct read only access to the table. The query engines that are capable of processing the delta log get direct access to it, and can optimize query performance by leveraging their custom metadata optimizations, caching and distributed metadata processing.
We propose to add directory based access to the delta sharing protocol to enrich the open sharing ecosystem further.
Protocol Changes
Delta Sharing Capabilities Header
We will introduce a new key accessMode in the delta sharing capabilities header. It will contain a comma separated list of supported access modes for the table. The values allowed are url,dir. url maps to the current pre-signed URL based access that the protocol already supports. dir maps to the new directory based access using temporary directory scoped cloud tokens. The client will call QueryTableMetadata with the accessMode capabilities header that it supports (this could be both url and dir). The server will then send a response with the header of the accessMode capability to use for the table, url or dir. If the server returns both, then the client can decide which to use. If they are incompatible, the server should throw an error. Lack of the accessMode field should default to pre-signed URL based access. This capability can only be used for QueryTableMetadata and is table-specific.
Compatability
| Client/Server | Server that doesn't recognize the header | Server supports accessMode=url | Server supports accessMode=dir | Server supports accessMode=url,dir |
|---|---|---|---|---|
| Client that doesn't specify the header | Client proceeds with URL based access as before. | Server responds with accessMode=url and client proceeds with URL based access as before. | Server should throw as it only supports directory based access. | Client proceeds with URL based access as before. |
| Client requests accessMode=url | Client proceeds with URL based access as before. | Server responds with accessMode=url and client proceeds with URL based access. | Server should throw as it only supports directory based access. | Server responds with accessMode=url and client proceeds with URL based access. |
| Client requests accessMode=dir | Client should throw as it only supports directory based access. | Server responds with accessMode=url and client should throw as it only supports directory based access. | Server responds with accessMode=dir and client proceeds with directory based access. | Server responds with accessMode=dir and client proceeds with directory based access. |
| Client requests accessMode=url,dir | Client proceeds with URL based access. | Server responds with accessMode=url and client proceeds with URL based access. | Server responds with accessMode=dir and client proceeds with directory based access. | Client can decide which access mode to proceed with. |
Query Table Metadata
When the client requests QueryTableMetadata with accessModes containing dir and the server supports directory based access for the table, QueryTableMetadata must return the location of the table for directory based access. In the case that the client does not support directory based access, this field is optional. However, we recommend that this field be included to support recipients with network restrictions to allow these locations to be accessed.
Parquet
{
"protocol": {
"minReaderVersion": 1
}
}
{
"metaData": {
"id": "f8d5c169-3d01-4ca3-ad9e-7dc3355aedb2",
"location": "{scheme}://some/path/to/table",
"format": {
"provider": "parquet"
},
"schemaString": "{\"type\":\"struct\",\"fields\":[{\"name\":\"eventTime\",\"type\":\"timestamp\",\"nullable\":true,\"metadata\":{}},{\"name\":\"date\",\"type\":\"date\",\"nullable\":true,\"metadata\":{}}]}",
"partitionColumns": [
"date"
]
}
}Delta
{
"metaData": {
"version": 20,
"size": 123456,
"numFiles": 5,
"location": "{scheme}://some/path/to/table",
"deltaMetadata": {
"partitionColumns": [
"date"
],
"format": {
"provider": "parquet"
},
"schemaString": "{\"type\":\"struct\",\"fields\":[{\"name\":\"eventTime\",\"type\":\"timestamp\",\"nullable\":true,\"metadata\":{}},{\"name\":\"date\",\"type\":\"date\",\"nullable\":true,\"metadata\":{}}]}",
"id": "f8d5c169-3d01-4ca3-ad9e-7dc3355aedb2",
"configuration": {
"enableChangeDataFeed": "true"
}
}
}
}Generate Temporary Table Credential
Given that the directory and URL access code paths are distinct, their respective endpoints should remain separate rather than being combined. The response follows the format of GenerateTemporaryTableCredential in UC OSS with the addition of R2Credentials as Delta Sharing supports Cloudflare R2. The location field is also added to introduce a potentially lightweight approach which avoids the metadata call and pre-processing the delta log. Clients that do not support reading from a cloud vendor can throw an error.
| HTTP Request | Value |
|---|---|
| Method |
|
| Headers |
Optional: Optional: |
| URL |
|
| URL Parameters |
{share}: The share name to query. It's case-insensitive. {schema}: The schema name to query. It's case-insensitive. {table}: The table name to query. It's case-insensitive. |
| Body |
Only one of {
"location": "{scheme}://some/path/to/table",
"awsTempCredentials": {
"accessKeyId": "string",
"secretAccessKey": "string",
"sessionToken": "string"
},
"azureUserDelegationSas": {
"sasToken": "string"
},
"gcpOauthToken": {
"oauthToken": "string"
},
"r2Credentials": {
"accessKeyId": "string",
"secretAccessKey": "string",
"sessionToken": "string"
},
"expirationTime": 123456789
} |
TemporaryCredentials
Only one of awsTempCredentials, azureUserDelegationSas, gcpOauthToken, r2Credentials should be defined. Their definitions follow Unity Catalog OSS models and APIs.
| Name | Type | Description | Notes |
|---|---|---|---|
| location | string | The table's root directory which the temporary credentials are granted read access to. | [required] |
| awsTempCredentials | AwsCredentials | [optional] | |
| azureUserDelegationSas | AzureUserDelegationSAS | [optional] | |
| gcpOauthToken | GcpOauthToken | [optional] | |
| r2Credentials | R2Credentials | [optional] | |
| expirationTime | Long | Server time when the credential will expire, in epoch milliseconds. The API client is advised to cache the credential given this expiration time. | [required] |
AwsCredentials
| Name | Type | Description | Notes |
|---|---|---|---|
| accessKeyId | String | The access key ID that identifies the temporary credentials. | [required] |
| secretAccessKey | String | The secret access key that can be used to sign AWS API requests. | [required] |
| sessionToken | String | The token that users must pass to AWS API to use the temporary credentials. | [required] |
AzureUserDelegationSAS
| Name | Type | Description | Notes |
|---|---|---|---|
| sasToken | String | Azure SAS Token | [required] |
GcpOauthToken
| Name | Type | Description | Notes |
|---|---|---|---|
| oauthToken | String | Gcp Token | [required] |
R2Credentials
| Name | Type | Description | Notes |
|---|---|---|---|
| accessKeyId | String | The access key ID that identifies the temporary credentials. | [required] |
| secretAccessKey | String | The secret access key associated with the access key. | [required] |
| sessionToken | String | The generated JWT that users must pass to use the temporary credentials. | [required] |
Delta Kernel Example
To load a table shared with driectory access using Delta Kernel, follow these steps from the Delta Kernel documentation. The Hadoop configuration needs to be modified to contain the credentials used to authenticate with the cloud provider.
import io.delta.kernel.*;
import io.delta.kernel.defaults.*;
import org.apache.hadoop.conf.Configuration;
String myTablePath = "s3://some/path/to/table";
Configuration hadoopConf = new Configuration();
hadoopConf.set("fs.s3a.aws.credentials.provider", "org.apache.hadoop.fs.s3a.TemporaryAWSCredentialsProvider");
hadoopConf.set("fs.s3a.access.key", "YOUR_ACCESS_KEY_ID");
hadoopConf.set("fs.s3a.secret.key", "YOUR_SECRET_ACCESS_KEY")
hadoopConf.set("fs.s3a.session.token", "YOUR_SESSION_TOKEN");
Engine myEngine = DefaultEngine.create(hadoopConf);
Table myTable = Table.forPath(myEngine, myTablePath);
...