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{
"@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"
}
]
}
]
} |