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tessl/pypi-deeplake

Database for AI powered by a storage format optimized for deep-learning applications.

75

1.59x

Evaluation75%

1.59x

Agent success when using this tile

Overview
Eval results
Files

Evaluation results

100%

100%

Dataset Test Data Generator

Dataset utilities

Criteria
Without context
With context

Dataset creation

0%

100%

Random data generation

0%

100%

Schema configuration

0%

100%

Type handling

0%

100%

Cache management

0%

100%

80%

10%

Data Import and Export Pipeline

Data import and export

Criteria
Without context
With context

CSV Import Usage

50%

66%

Parquet Import Usage

50%

66%

CSV Export Usage

100%

100%

Dataset Opening

100%

100%

100%

Dataset Manager

Dataset creation and management

Criteria
Without context
With context

Uses deeplake.create()

100%

100%

Uses deeplake.open()

100%

100%

Uses deeplake.exists()

100%

100%

Uses deeplake.delete()

100%

100%

0%

-85%

Image Dataset Query Interface

Advanced query system (TQL)

Criteria
Without context
With context

TQL query execution

100%

0%

WHERE clause filtering

33%

0%

GROUP BY aggregation

100%

0%

COSINE_SIMILARITY function

100%

0%

Multi-condition filtering

50%

0%

Query result handling

100%

0%

97%

97%

Multi-Environment Dataset Manager

Storage abstraction

Criteria
Without context
With context

Dataset creation

0%

100%

Existence checking

0%

100%

Schema definition

0%

80%

Data insertion

0%

100%

Dataset copying

0%

100%

Dataset deletion

0%

100%

85%

50%

Concurrent Dataset Manager

Async operations and concurrency

Criteria
Without context
With context

Uses create_async()

0%

100%

Uses query_async()

0%

100%

Future result handling

100%

100%

Future completion checking

0%

0%

Operation cancellation

100%

100%

92%

87%

Dataset Version Manager

Version control basics

Criteria
Without context
With context

Dataset creation

33%

100%

Commit implementation

0%

100%

History access

0%

100%

History metadata extraction

0%

66%

Rollback implementation

0%

88%

100%

Dataset Storage Optimizer

Advanced storage features

Criteria
Without context
With context

Storage concurrency configuration

100%

100%

Dataset creation API

100%

100%

Image compression configuration

100%

100%

Embedding type configuration

100%

100%

Storage metadata access

100%

100%

100%

25%

Product Catalog Dataset Manager

Schema and column management

Criteria
Without context
With context

Dataset Creation

40%

100%

Add Column

60%

100%

Rename Column

100%

100%

Remove Column

100%

100%

0%

Dataset Version Control System

Advanced version control

Criteria
Without context
With context

Dataset creation

0%

0%

Branch creation

0%

0%

Commit operations

0%

0%

Tag creation

0%

0%

Merge operations

0%

0%

Branch/tag listing

0%

0%

Install with Tessl CLI

npx tessl i tessl/pypi-deeplake
Evaluated
Agent
Codex
Model
Unknown

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