tessl/pypi-toil
Pipeline management software for clusters.
Overall
score
67%
Evaluation results
68%
68%Workflow Job Store Manager
Job store persistence (FileJobStore, AWSJobStore, GoogleJobStore)
Toil Initialization
0%
25%
Config Usage
0%
53%
Context Manager Pattern
0%
33%
File Import/Write
0%
100%
File Read/Export
0%
100%
File Deletion
0%
100%
Job Store Cleanup
0%
100%
100%
Data Processing Pipeline
Job dependency management (addChild, addFollowOn)
Job class definition
100%
100%
addChild usage
100%
100%
addFollowOn usage
100%
100%
Correct execution order
100%
100%
Workflow initialization
100%
100%
Root job coordination
100%
100%
30%
-48%Workflow Pipeline Validator
Job graph optimization and validation
Job class usage
53%
0%
addChild dependency setup
100%
25%
addFollowOn dependency setup
25%
15%
Job graph construction
100%
80%
Cycle detection validation
100%
33%
Connectivity validation
100%
33%
0%
Database Service Workflow
Service jobs for long-running processes (databases, web servers)
Service class definition
0%
0%
Lifecycle methods implementation
0%
0%
Service attachment
0%
0%
Connection information passing
0%
0%
Job hierarchy setup
0%
0%
0%
-85%Multi-Zone Cloud Workflow System
Multi-availability-zone deployment for spot instance optimization
Job Class Usage
66%
0%
Job Hierarchy
100%
0%
Resource Requirements
100%
0%
Preemptible Configuration
100%
0%
Job Store Setup
0%
0%
Multi-Zone Configuration
100%
0%
Spot Instance Enablement
100%
0%
70%
5%Data Quality Workflow
Conditional workflow execution
Job class definition
100%
100%
Job.run() implementation
100%
100%
Return value usage
66%
100%
Promise system
0%
0%
Conditional job addition
60%
60%
Workflow execution
100%
100%
Correct test outcomes
100%
100%
100%
90%Data Processing Pipeline with File Management
File management with FileStore API (import, export, read, write)
File Import
0%
100%
File Export
0%
100%
Read from Job Store
0%
100%
Write to Job Store
0%
100%
Temporary File Management
0%
100%
Job Chaining
100%
100%
100%
Worker Failure Recovery System
Dead worker recovery and work stealing in caching file store
SQLite coordination setup
100%
100%
Worker registration
100%
100%
Heartbeat recording
100%
100%
Dead worker detection
100%
100%
Work assignment tracking
100%
100%
Work redistribution
100%
100%
100%
Data Processing Pipeline with Job Promises
Promise/future system for data flow between jobs
Job return values
100%
100%
Promise creation
100%
100%
Promise path selection
100%
100%
Promise as arguments
100%
100%
Job relationships
100%
100%
Parallel execution
100%
100%
100%
Containerized Workflow Configuration
Container support (Docker and Singularity)
Docker support enabled
100%
100%
Singularity support enabled
100%
100%
Singularity arguments configured
100%
100%
Container image set
100%
100%
Install with Tessl CLI
npx tessl i tessl/pypi-toil- Evaluated
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- Claude Code
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