| { | |
| "@context": { | |
| "ml": "http://mlcommons.org/croissant/", | |
| "schema": "https://schema.org/", | |
| "sc": "https://schema.org/", | |
| "codesense": "https://codesense-bench.github.io/schema/" | |
| }, | |
| "@type": "schema:Dataset", | |
| "schema:name": "CodeSense-Bench-statement_prediction_dataset_python", | |
| "schema:description": "Dataset containing five type of statements to benchmark LLMs reason about different type of statement executions.", | |
| "schema:license": "CC-BY-4.0", | |
| "schema:url": "https://huggingface.co/datasets/codesense-bench/codesense/blob/main/Task%20Specific%20Datasets/statement_prediction_dataset_python.jsonl", | |
| "schema:creator": { | |
| "@type": "schema:Organization", | |
| "schema:name": "CodeSense Research Team" | |
| }, | |
| "schema:distribution": [ | |
| { | |
| "@type": "schema:FileObject", | |
| "schema:contentUrl": "https://huggingface.co/datasets/codesense-bench/codesense/resolve/main/Task%20Specific%20Datasets/statement_prediction_dataset_python.jsonl", | |
| "schema:encodingFormat": "application/jsonl", | |
| "schema:name": "statement_prediction_dataset_python", | |
| "schema:sha256": "1fe6432f2cf154d6d19eee63fc43a77db018d400968464187c8683c0e11e3e11" | |
| } | |
| ], | |
| "recordSet": [ | |
| { | |
| "name": "statement_prediction_dataset_python", | |
| "description": "Annotated Python programs containing information for different statement type reaasoning.", | |
| "field": [ | |
| { | |
| "name": "Programming Language", | |
| "dataType": "sc:Text", | |
| "description": "Programming language of the Source Code" | |
| }, | |
| { | |
| "name": "Statement Type", | |
| "dataType": "sc:Text", | |
| "description": "Type of the Selected Statement" | |
| }, | |
| { | |
| "name": "Source Code", | |
| "dataType": "sc:Text", | |
| "description": "Code snippet used for benchmarking" | |
| }, | |
| { | |
| "name": "Selected Statement", | |
| "dataType": "sc:Text", | |
| "description": "The statment selected from Source Code for quering the LLMs." | |
| }, | |
| { | |
| "name": "Function Input", | |
| "dataType": "sc:StructuredValue", | |
| "description": "Input of Source Code" | |
| }, | |
| { | |
| "name": "Variable Values Before Statement", | |
| "dataType": "sc:StructuredValue", | |
| "description": "Variable values before the execution of the statement." | |
| }, | |
| { | |
| "name": "Value After Statement Execution", | |
| "dataType": "sc:Text", | |
| "description": "Ground Truth. Contains the value of the statement after execution." | |
| }, | |
| { | |
| "name": "Variable States During Runtime", | |
| "dataType": "sc:StructuredValue", | |
| "description": "All the variable states with line number during the runtime of the program." | |
| }, | |
| { | |
| "name": "Program Information", | |
| "dataType": "sc:Text", | |
| "description": "Source Codes project information." | |
| }, | |
| { | |
| "name": "idx", | |
| "dataType": "sc:Integer", | |
| "description": "Unique identifier for each record in the dataset" | |
| } | |
| ] | |
| } | |
| ] | |
| } |