tessl install tessl/pypi-apache-airflow-backport-providers-apache-sqoop@2021.3.0Apache Airflow backport provider package for Apache Sqoop integration, providing SqoopHook and SqoopOperator for data import/export between relational databases and Hadoop
Agent Success
Agent success rate when using this tile
92%
Improvement
Agent success rate improvement when using this tile compared to baseline
1.39x
Baseline
Agent success rate without this tile
66%
{
"context": "Evaluates how well the solution leverages apache-airflow-backport-providers-apache-sqoop to build and run Sqoop eval commands from an Airflow connection, mask credentials, pass through extras, and surface subprocess failures.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Hook usage",
"description": "Instantiates SqoopHook with the provided conn_id (and verbose flag when requested) instead of manual connection handling, relying on the provider to assemble Sqoop defaults.",
"max_score": 20
},
{
"name": "Connection extras",
"description": "Calls hook.get_conn() and reads conn.extra_dejson to inject job_tracker, namenode, libjars, files, archives, and password_file values into the Sqoop command rather than hardcoding them.",
"max_score": 20
},
{
"name": "Password masking",
"description": "Uses hook.cmd_mask_password on the built command to produce the sanitized CLI for logging/return while keeping the real password in the executed command.",
"max_score": 20
},
{
"name": "Command execution",
"description": "Runs the unmasked command via hook.popen and propagates non-zero Sqoop exits as AirflowException (including stderr/message) instead of swallowing errors.",
"max_score": 25
},
{
"name": "Extra options",
"description": "Appends extra_options (e.g., verbose flag or driver settings) to the hook-generated command after connection-derived args so they are honored without overriding required connection parameters.",
"max_score": 15
}
]
}