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tessl/pypi-apache-airflow-backport-providers-apache-sqoop

Apache Airflow backport provider package for Apache Sqoop integration, providing SqoopHook and SqoopOperator for data import/export between relational databases and Hadoop

Overall
score

92%

Overview
Eval results
Files

Evaluation results

100%

30%

HDFS Table Import Utility

Import relational table data to HDFS

Criteria
Without context
With context

Hook usage

66%

100%

Import call

40%

100%

Columns and where

50%

100%

Append flag

100%

100%

Parallel controls

100%

100%

76%

36%

Sqoop Command Runner

Hook connection setup and Sqoop command execution

Criteria
Without context
With context

Hook usage

0%

40%

Connection extras

100%

90%

Password masking

0%

100%

Command execution

20%

60%

Extra options

100%

100%

90%

Sqoop Data Bridge DAG

Airflow DAG integration via SqoopOperator

Criteria
Without context
With context

Sqoop import task

100%

100%

Templated filtering

90%

75%

Export configuration

100%

100%

Task dependency

100%

100%

Kill handling

46%

66%

100%

95%

Formatted Sqoop Export

Custom export delimiters, enclosure/escape rules, and null sentinels

Criteria
Without context
With context

Field delimiter

0%

100%

Line delimiter

0%

100%

Enclosure & escape

0%

100%

Null sentinels

0%

100%

Override support

33%

100%

80%

-5%

Tuned Sqoop Import Job

JVM property injection, mapper parallelism, and split tuning

Criteria
Without context
With context

Mapper count wiring

83%

83%

Split column usage

80%

100%

JVM properties

100%

80%

Redacted preview

50%

30%

Result content

100%

70%

75%

-5%

HCatalog Import Job

HCatalog-aware imports and optional table creation

Criteria
Without context
With context

HCatalog call

66%

50%

Create flag

100%

100%

Partition options

50%

50%

Parallel split

100%

100%

Error surfacing

100%

100%

100%

Direct Import Overrides for Sqoop

Direct connectors, JDBC driver override, and passthrough Sqoop options

Criteria
Without context
With context

Provider API

100%

100%

Direct flag

100%

100%

Driver override

100%

100%

Extra options

100%

100%

Combined run

100%

100%

100%

3%

HDFS Query Import Job

Import SQL query results to HDFS

Criteria
Without context
With context

Sqoop import_query

100%

100%

File type mapping

100%

100%

Append flag

100%

100%

Parallel options

100%

100%

Extra options passthrough

80%

100%

100%

55%

Hive Export Pipeline

Export HDFS/Hive data to database tables

Criteria
Without context
With context

Export operator

100%

100%

Export path

100%

100%

Null handling

0%

100%

Delimiter handling

0%

100%

Staging safety

0%

100%

Batch and isolation

0%

100%

95%

50%

Credential-Safe Sqoop Runner

Credential masking and fail-fast subprocess handling

Criteria
Without context
With context

Hook setup

0%

100%

Extra options

100%

100%

Password masking

25%

100%

Fail-fast execution

33%

83%

Masked logging

100%

100%

Install with Tessl CLI

npx tessl i tessl/pypi-apache-airflow-backport-providers-apache-sqoop
Evaluated
Agent
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