apache / apache/iceberg-python
Cross account lakeformation tables in AWS
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説明
### Apache Iceberg version
0.11.1
### Please describe the bug 🐞
We have our datalake that is apache iceberg format that is governed by lakeformation (account A). We have various other AWS accounts that are trying to read in a lambda using pyiceberg.
All boto3 calls to fetch the data work correctly, to me verifying that the IAM permissions and Lake formation permissions are correct. Additionally boto3 athena calls are successful. However when pyiceberg, it fails with the following error:
`[ERROR] ForbiddenError: RESTError 403: Received unexpected JSON Payload:
{
"error": {
"code": 403,
"type": "AccessDeniedException"
}
}
, errors: Field required
Traceback (most recent call last):
File "/var/task/lambda_function.py", line 38, in lambda_handler
results = fetch_dataset()
File "/var/task/lambda_function.py", line 64, in fetch_dataset
table = catalog.load_table("curated_sales_and_policy.ods_agent")
File "/opt/python/lib/python3.13/site-packages/tenacity/__init__.py", line 331, in wrapped_f
return copy(f, *args, **kw)
File "/opt/python/lib/python3.13/site-packages/tenacity/__init__.py", line 470, in __call__
do = self.iter(retry_state=retry_state)
File "/opt/python/lib/python3.13/site-packages/tenacity/__init__.py", line 371, in iter
result = action(retry_state)
File "/opt/python/lib/python3.13/site-packages/tenacity/__init__.py", line 393, in
self._add_action_func(lambda rs: rs.outcome.result())
File "/var/lang/lib/python3.13/concurrent/futures/_base.py", line 449, in result
return self.__get_result()
File "/var/lang/lib/python3.13/concurrent/futures/_base.py", line 401, in __get_result
raise self._exception
File "/opt/python/lib/python3.13/site-packages/tenacity/__init__.py", line 473, in __call__
result = fn(*args, **kwargs)
File "/opt/python/lib/python3.13/site-packages/pyiceberg/catalog/rest/__init__.py", line 921, in load_table
_handle_non_200_response(exc, {404: NoSuchTableError})
File "/opt/python/lib/python3.13/site-packages/pyiceberg/catalog/rest/response.py", line 111, in _handle_non_200_response
raise exception(response) from exc`
here is the relevant piece of code:
` catalog = load_catalog(
"glue_rest",
**{
"type": "rest",
"uri": "https://glue.us-east-2.amazonaws.com/iceberg",
"warehouse": "account_A_account_number",
"rest.sigv4-enabled": "true",
"rest.signing-region": "us-east-2",
"rest.signing-name": "glue",
}
)
table = catalog.load_table("database1.table1")`
here is our settings:
AccountA:
- lakeformation describe on Database
- lakeformation describe, select on relevant tables
- have a proper data location access resource create in lakeformation granting the execution role the appropriate access
AccountB:
- lambda execution role has glue:* and lakeformation:GetDataAccess
Just to note, the catalog is created successfully and doesn't throw an error, but it does when we specifically on load_table()
I've tried troubleshooting by playing with the headers being sent and messing with the header value sig4-enabled. Nothing seems to work.
Does anyone have a working example and the configuration you are using? Is this support with the current version (we are on latest 0.11.1).
Any help would be appreciated. I can provide additional information if needed.
### Willingness to contribute
- [ ] I can contribute a fix for this bug independently
- [x] I would be willing to contribute a fix for this bug with guidance from the Iceberg community
- [ ] I cannot contribute a fix for this bug at this time
コントリビューションガイド
このリポジトリのコントリビューションガイドは索引されていません
調査の方向性
pyiceberg/catalog/rest/__init__.py の load_table() から始め、次に pyiceberg/catalog/rest/response.py とその _handle_non_200_response パスを調べます。issue に記載された設定と権限を使用して、クロスアカウントの Lake Formation リクエストを再現します。load_table() でクロスアカウントのテーブルに正常にアクセスできるか、403 レスポンスが正しい原因とともに報告されれば完了です。
索引モデルが issue の本文から書いたものです。
評価
- 技術スタック
- aws, python
- 領域
- cloud, databases
- issue の種類
- バグ
- 難易度
- 4/5
- 見積もり時間
- 3〜5日
- 活発さ
- 静か
- 明瞭さ
- 説明が足りない
- 初心者へのやさしさ
- 38/100