tessl install tessl/pypi-h5netcdf@1.6.0netCDF4 file access via h5py with hierarchical and legacy APIs for scientific computing
Agent Success
Agent success rate when using this tile
69%
Improvement
Agent success rate improvement when using this tile compared to baseline
0.83x
Baseline
Agent success rate without this tile
83%
{
"context": "This criteria evaluates how effectively the engineer uses h5netcdf's advanced dimension operations, specifically focusing on creating unlimited dimensions, dynamic dimension resizing, and proper management of multi-dimensional variables in NETCDF4 format.",
"type": "weighted_checklist",
"checklist": [
{
"name": "File creation",
"description": "Uses h5netcdf.File() to create or open the netCDF4 file with appropriate mode ('w' for write, 'a' for append, or 'r+' for read-write)",
"max_score": 10
},
{
"name": "Unlimited dimensions",
"description": "Creates both 'time' and 'station' dimensions as unlimited by setting their size to None (e.g., f.dimensions['time'] = None, f.dimensions['station'] = None)",
"max_score": 20
},
{
"name": "Variable creation",
"description": "Uses create_variable() or direct assignment to create 'temperature' and 'humidity' variables with dimensions ('time', 'station') and appropriate dtype (float)",
"max_score": 15
},
{
"name": "Dimension resizing",
"description": "Uses resize_dimension() method to manually resize unlimited dimensions when adding new time points or stations (e.g., f.resize_dimension('time', new_size))",
"max_score": 25
},
{
"name": "Data assignment",
"description": "Uses NumPy-style indexing to write data to variables (e.g., temperature[time_idx, :] = data or temperature[:, station_idx] = data)",
"max_score": 15
},
{
"name": "Dimension size queries",
"description": "Accesses dimension sizes using f.dimensions['dim_name'].size or len(f.dimensions['dim_name']) to query current dimension sizes",
"max_score": 10
},
{
"name": "File closing",
"description": "Properly closes the file using f.close() or uses context manager (with h5netcdf.File(...) as f:) for automatic resource cleanup",
"max_score": 5
}
]
}