airbytehq / airbytehq/PyAirbyte

Source Amazon Seller Partner: Connector Failed Error due to JSON Schema

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Beschreibung

### Connector
________
source-amazon-seller-partner

### Issue
________

I am using PyAirbyte for executing migration from the Amazon API to BigQuery. Here is the code I am running:
`def fetch_pyairbyte_data(aws_environment, region, account_type, app_id, client_secret, refresh_token, project_name, dataset_name, stream):
import airbyte as ab
from airbyte.caches.bigquery import BigQueryCache

source = ab.get_source(
"source-amazon-seller-partner",
config=
{
"aws_environment": aws_environment,
"region": region,
"account_type": account_type,
"lwa_app_id": app_id,
"lwa_client_secret": client_secret,
"refresh_token": refresh_token,
"replication_start_date": "2024-09-08T00:00:00Z",
"report_options_list":
[
{
"report_name": "GET_VENDOR_SALES_REPORT",
"stream_name": "GET_VENDOR_SALES_REPORT",
"options_list": [
{
"option_name": "reportPeriod",
"option_value": "DAY"
},
{
"option_name": "distributorView",
"option_value": "SOURCING"
},
{
"option_name": "sellingProgram",
"option_value": "RETAIL"
}
]
},
]
},
install_if_missing=True,
)

cache = BigQueryCache(
project_name=project_name,
dataset_name=dataset_name,
)

source.select_streams(stream)

result = source.read(cache=cache)`

During the run I can see that I am able to fetch some data from source but there is an error in JSON parsing:

`[2024-09-13, 04:37:48 UTC] {process_utils.py:190} INFO - google.api_core.exceptions.BadRequest: 400 Error while reading data, error message: JSON table encountered too many errors, giving up. Rows: 1; errors: 1. Please look into the errors[] collection for more details.; reason: invalid, message: Error while reading data, error message: JSON table encountered too many errors, giving up. Rows: 1; errors: 1. Please look into the errors[] collection for more details.; reason: invalid, message: Error while reading data, error message: JSON processing encountered too many errors, giving up. Rows: 1; errors: 1; max bad: 0; error percent: 0; reason: invalid, message: Error while reading data, error message: JSON parsing error in row starting at position 0: Couldn't convert value to timestamp: Could not parse '2024-09-09' as a timestamp. Required format is YYYY-MM-DD HH:MM[:SS[.SSSSSS]] or YYYY/MM/DD HH:MM[:SS[.SSSSSS]] Field: startdate; Value: 2024-09-09
`

I thought that perhaps there is an error in the Airbyte source connector in the schema. Instead of `date-time` format there should be `date` and I am willing to make a fix for that, but wanted to have confidence that would fix the issue.
![image](https://github.com/user-attachments/assets/7213dcda-7bf8-40e5-b4df-abaca138d812)

I ran the same pipeline locally on Docker deployment of Airbyte and the migration is successful. So the issue as i see it is on Airbyte, but is visible only if you use PyAirbyte.

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