tessl/pypi-yacs
A lightweight library for defining and managing system configurations for scientific experimentation.
Overall
score
97%
Evaluation — 97%
↑ 1.05xAgent success when using this tile
Evaluation results
100%
60%ML Training Configuration CLI
Configuration merging from key-value lists (CLI overrides)
CfgNode instantiation
100%
100%
Hierarchical structure
100%
100%
merge_from_list usage
0%
100%
Key-value list format
0%
100%
Type handling
0%
100%
Configuration output
100%
100%
100%
Configuration Manager
Configuration container (CfgNode) with dual access patterns
CfgNode Usage
100%
100%
Attribute Access
100%
100%
Dictionary Access
100%
100%
Nested Structures
100%
100%
Type Validation
100%
100%
100%
Configuration Migration Tool
Renamed keys management with error messages
CfgNode instantiation
100%
100%
Configuration schema definition
100%
100%
register_renamed_key usage
100%
100%
merge_from_list usage
100%
100%
Error propagation
100%
100%
Error message content
100%
100%
100%
Configuration Profile Merger
Configuration merging from other CfgNode objects
CfgNode import
100%
100%
CfgNode creation
100%
100%
Nested configuration structure
100%
100%
merge_from_other_cfg usage
100%
100%
Correct merge behavior
100%
100%
Sequential merging
100%
100%
Return values
100%
100%
85%
-15%Custom Configuration Validator
CfgNode subclassing for custom behavior
CfgNode subclassing
100%
100%
__setattr__ override
100%
40%
Super call preservation
100%
100%
Learning rate validation
100%
100%
Batch size validation
100%
100%
Optimizer validation
100%
100%
Factory function implementation
100%
100%
100%
Configuration CLI Override Parser
Safe value decoding with literal_eval
CfgNode instantiation
100%
100%
Hierarchical structure
100%
100%
merge_from_list usage
100%
100%
Automatic type conversion
100%
100%
Dot notation keys
100%
100%
100%
Configuration File Loader
Configuration merging from files (YAML/Python)
CfgNode instantiation
100%
100%
Nested configuration structure
100%
100%
merge_from_file() usage
100%
100%
YAML file handling
100%
100%
Python file handling
100%
100%
Configuration value access
100%
100%
100%
Configuration File Converter
YAML serialization and deserialization
CfgNode usage
100%
100%
load_cfg method
100%
100%
dump method
100%
100%
Type preservation
100%
100%
Nested structure handling
100%
100%
100%
Experiment Configuration Manager
Deep cloning of configurations
Uses CfgNode
100%
100%
Implements clone() method
100%
100%
Nested CfgNode structure
100%
100%
Attribute-style access
100%
100%
Type-appropriate values
100%
100%
85%
10%Plugin Configuration Manager
Dynamic key addition control (NEW_ALLOWED)
CfgNode initialization
100%
100%
PLUGINS new_allowed=True
60%
100%
CORE strict validation
100%
100%
merge_from_list usage
0%
0%
is_new_allowed() check
100%
100%
set_new_allowed() toggle
100%
100%
Install with Tessl CLI
npx tessl i tessl/pypi-yacs- Evaluated
- Agent
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