Download¶
resolve_data_path() is the single entry point for locating a dataset's files;
it falls back to downloading into ~/.ecgbench/datasets/<slug>/ when no local
path is given.
download
¶
Auto-download and dataset path resolution.
resolve_data_path() is the single entry point for locating dataset files. If no local path is provided, downloads from the source URL defined in the YAML config.
download_dataset
¶
download_dataset(config: DatasetConfig, target_dir: Path | None = None, force: bool = False, progress: bool = True) -> Path
Download a dataset from its source URL.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
config
|
DatasetConfig
|
DatasetConfig (must have download_url set) |
required |
target_dir
|
Path | None
|
Where to extract. Defaults to ~/.ecgbench/datasets/ |
None
|
force
|
bool
|
Re-download even if target_dir exists |
False
|
progress
|
bool
|
Show progress messages |
True
|
Returns:
| Type | Description |
|---|---|
Path
|
Path to the dataset root directory (containing config.metadata_csv) |
Raises:
| Type | Description |
|---|---|
ValueError
|
if config.download_url is None |
PermissionError
|
if server returns 403 |
ConnectionError
|
if download fails |
Source code in ecgbench/download.py
59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 | |
resolve_data_path
¶
resolve_data_path(data_path: Path | str | None, config: DatasetConfig, auto_download: bool = True) -> Path
Resolve the local path to a dataset.
- If data_path is provided and exists, return it as Path
- If data_path is None and auto_download is True, download
- If data_path is None and ~/.ecgbench/datasets/
/ exists, return that - Otherwise raise FileNotFoundError
This is the entry point all other modules use to locate dataset files.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
data_path
|
Path | str | None
|
Explicit path to dataset root, or None for auto-resolution |
required |
config
|
DatasetConfig
|
DatasetConfig for the dataset |
required |
auto_download
|
bool
|
Whether to attempt auto-download if path not found |
True
|
Returns:
| Type | Description |
|---|---|
Path
|
Path to the dataset root directory |
Raises:
| Type | Description |
|---|---|
FileNotFoundError
|
if the dataset can't be found or downloaded |