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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] + +[metadata] +lock-version = "2.0" +python-versions = "^3.11" +content-hash = "255b26438bcdaa14b4614da06a257e5d344691e5248c07e90e1fa4032045a5c4" diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..1bd0615 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,21 @@ +[tool.poetry] +name = "scrape-dandi" +version = "0.1.0" +description = "scraping dandi" +authors = ["sneakers-the-rat "] +readme = "README.md" +packages = [ + { include = "scrape_dandi" } +] + +[tool.poetry.scripts] +scrape-dandi = "scrape_dandi:main" + +[tool.poetry.dependencies] +python = "^3.11" +dandi = "^0.56.2" + + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/scrape_dandi/__init__.py b/scrape_dandi/__init__.py new file mode 100644 index 0000000..9a57816 --- /dev/null +++ b/scrape_dandi/__init__.py @@ -0,0 +1,58 @@ +from pathlib import Path +from tqdm import trange +from datetime import datetime + +from dandi.consts import ZARR_EXTENSIONS, metadata_all_fields +from dandi.dandiarchive import DandisetURL, _dandi_url_parser, parse_dandi_url +from dandi.cli.cmd_download import download + + +#OUT_DIR = Path('/mnt/seedbank/p2p/dandi/') +OUT_DIR = '.' +LOG_TXT = 'log.txt' +SKIP_DANDISETS = [ + '000108' # humongous 372 human light sheet imaging +] +DANDI_ID = 'DANDI:{:06d}' +MAX_DANDISET = 683 + + + +def check_nwb(dandiset:int) -> bool: + if dandiset == 108: + return False + + id = DANDI_ID.format(dandiset) + try: + url = parse_dandi_url(id) + with url.navigate(strict=True) as (c, dandiset,assets): + is_nwb = any([a.path.endswith('nwb') for a in assets]) + is_not_draft = dandiset.version.identifier != 'draft' + return is_nwb and is_not_draft + except: + return False + + +def main(): + + for i in trange(MAX_DANDISET): + + if not check_nwb(i): + with open(LOG_TXT, 'a') as lfile: + lfile.write(f"{datetime.now().isoformat()} - {i:03d} - SKIP\n") + continue + id = DANDI_ID.format(i) + download( + [ + id, + '-o', str(OUT_DIR), + '--existing', 'refresh', + '--jobs', '24' + ] + ) + with open(LOG_TXT, 'a') as lfile: + lfile.write(f"{datetime.now().isoformat()} - {i:03d} - GET\n") + + + +