diff --git a/pyproject.toml b/pyproject.toml index e65f787..62e12ee 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "softcopy" -version = "0.0.2" +version = "0.0.10" description = "Copies zarr archives from an acquisition frontend to a different disk, using filesystem watching and lockfiles to allow copying during acquisition." authors = [{ name = "Seth Hinz", email = "sethhinz@me.com" }] readme = "README.md" @@ -34,6 +34,7 @@ dev-dependencies = [ "mypy>=0.991", "ruff>=0.0.235", "pytest-cov>=5.0.0", + "iohub>=0.2.0", ] [build-system] diff --git a/softcopy/hcs_copier.py b/softcopy/hcs_copier.py new file mode 100644 index 0000000..bcfe641 --- /dev/null +++ b/softcopy/hcs_copier.py @@ -0,0 +1,142 @@ +import logging +import shutil +from pathlib import Path +from threading import Event, Thread + +import iohub + +from .copier import AbstractCopier +from .zarr_copier import ZarrCopier + +logging.basicConfig(level=logging.DEBUG, format="[%(asctime)s : %(levelname)s from %(name)s] %(message)s") +LOG = logging.getLogger(__name__) + + +def get_all_zarr_paths(plate_path: Path) -> list[Path]: + plate: iohub.ngff.Plate = iohub.open_ome_zarr(plate_path) + wells = plate.wells() + zarr_paths = [] + + for _, well in wells: + for _, pos in well.positions(): + for _, image in pos.images(): + zarr_paths.append(Path(image._attrs.store.path) / Path(image._attrs.key).parent) + + return zarr_paths + + +def create_metadata_path_mapping(source: Path, destination: Path) -> list[tuple[Path, Path]]: + path_mappings = [] + plate: iohub.ngff.Plate = iohub.open_ome_zarr(source) + + for metadata_file in [".zattrs", ".zgroup"]: + src_metadata_path = source / metadata_file + dest_metadata_path = destination / metadata_file + path_mappings.append((src_metadata_path, dest_metadata_path)) + + for row, _ in plate.rows(): + src = source / row + dest = destination / row + for metadata_file in [".zattrs", ".zgroup"]: + src_metadata_path = src / metadata_file + dest_metadata_path = dest / metadata_file + path_mappings.append((src_metadata_path, dest_metadata_path)) + + for well_path_component, well in plate.wells(): + well_src = source / well_path_component + well_dest = destination / well_path_component + for metadata_file in [".zattrs", ".zgroup"]: + src_metadata_path = well_src / metadata_file + dest_metadata_path = well_dest / metadata_file + path_mappings.append((src_metadata_path, dest_metadata_path)) + + for pos_path_component, _ in well.positions(): + src = well_src / pos_path_component + dest = well_dest / pos_path_component + for metadata_file in [".zattrs", ".zgroup"]: + src_metadata_path = src / metadata_file + dest_metadata_path = dest / metadata_file + path_mappings.append((src_metadata_path, dest_metadata_path)) + + return path_mappings + + +class SlowCopier(Thread): + def __init__(self, path_mappings: list[tuple[Path, Path]]): + super().__init__() + self.path_mappings = path_mappings + self.stop_event = Event() + self.last_copy_times = {dest: None for _, dest in path_mappings} + + def _copy_pass(self): + for source, destination in self.path_mappings: + try: + if source.exists(): + source_mtime = source.stat().st_mtime + last_copy_time = self.last_copy_times[destination] + + if last_copy_time is None or source_mtime > last_copy_time: + shutil.copy2(source, destination) + self.last_copy_times[destination] = source.stat().st_mtime + LOG.debug(f"Copied {source} to {destination}") + else: + LOG.debug(f"Source file {source} does not exist yet.") + except Exception as e: + LOG.exception(f"Error copying {source} to {destination}: {e}") # noqa: TRY401 + + def run(self): + while not self.stop_event.is_set(): + self._copy_pass() + self.stop_event.wait(0.1) # Sleep for 0.1 seconds or until stop_event is set + + def join(self): + self.stop_event.set() + super().join() # Wait for the thread to finish + self._copy_pass() # Final copy pass to ensure all files are copied + + +class HCSCopier(AbstractCopier): + _copiers: list[ZarrCopier] + _metadata_copier: SlowCopier + + def __init__( + self, + source: Path, + destination: Path, + n_copy_procs: int, + sleep_time: float = 0, + wait_for_source: bool = True, + log: logging.Logger = LOG, + ): + super().__init__(source, destination, n_copy_procs, sleep_time, log) + + image_paths = get_all_zarr_paths(source) + print(image_paths) + self._copiers = [] + for image_path in image_paths: + image_destination = destination / image_path.relative_to(source) + print(image_destination) + image_destination.mkdir(parents=True, exist_ok=True) + zarr_copier = ZarrCopier(image_path, image_destination, n_copy_procs, sleep_time, wait_for_source, log) + self._copiers.append(zarr_copier) + + path_map = create_metadata_path_mapping(source, destination) + self._metadata_copier = SlowCopier(path_map) + + def start(self): + # Before starting, we make the parent directory that the image will be copied into. + self._destination.mkdir(parents=True, exist_ok=True) + for copier in self._copiers: + copier.start() + self._metadata_copier.start() + + def join(self): + for copier in self._copiers: + copier.join() + self._metadata_copier.join() + + def stop(self): + for copier in self._copiers: + copier.stop() + + self._metadata_copier.join() diff --git a/softcopy/main.py b/softcopy/main.py index 1a895b6..cb4d0f3 100644 --- a/softcopy/main.py +++ b/softcopy/main.py @@ -4,11 +4,9 @@ import click import psutil -import yaml from psutil import AccessDenied -from .copier import AbstractCopier -from .ome_zarr_copier import OMEZarrCopier +from .hcs_copier import HCSCopier from .zarr_copier import ZarrCopier BOLD_SEQ = "\033[1m" @@ -17,7 +15,8 @@ @click.command() -@click.argument("targets_file", type=click.File("r")) +@click.argument("source-path", type=click.Path(file_okay=False, dir_okay=True, path_type=Path)) +@click.argument("dest-path", type=click.Path(file_okay=False, dir_okay=True, path_type=Path)) @click.option("--verbose", default=False, is_flag=True, help="print debug information while running") @click.option("--nprocs", default=1, type=int, help="number of processes to use for copying") @click.option( @@ -31,7 +30,7 @@ default=True, help="If the source does not exist when softcopy is started, wait for it to appear. If false, softcopy will crash if the source does not exist", ) -def main(targets_file, verbose, nprocs, sleep_time, wait_for_source): +def main(source_path, dest_path, verbose, nprocs, sleep_time, wait_for_source): """Tranfer data from source to destination as described in a yaml TARGETS_FILE. Uses low priority io to allow data to be moved while the microscope is acquiring. The program is zarr-aware and can safely copy an archive before it is finished being written to.""" @@ -40,40 +39,49 @@ def main(targets_file, verbose, nprocs, sleep_time, wait_for_source): LOG.setLevel(log_level) logging.basicConfig(format="[%(asctime)s : %(levelname)s from %(name)s] " + BOLD_SEQ + "%(message)s" + RESET_SEQ) - # Load the yaml at a normal io priority because it is small and likely not on - # the target disk - all_yaml = yaml.safe_load(targets_file) - targets = all_yaml["targets"] - LOG.debug(f"Number of targets: {len(targets)}") - - # Now that we have the yaml, we floor our io priority. We are about to read zarr metadata, and even doing that - # at the wrong time could slow down the writer process! set_low_io_priority() - copiers: list[AbstractCopier] = [] - - # TODO: actually run the copiers in parallel + try: + source_path = source_path.expanduser().absolute() + dest_path = dest_path.expanduser().absolute() + except Exception: + LOG.exception("Error expanding paths") + sys.exit(1) + + filetype_map = { + ".ome.zarr": HCSCopier, + ".zarr": ZarrCopier, + } + + source_type = source_path.suffix.lower() + if source_type not in filetype_map: + LOG.error( + f"Unsupported source file type: {source_path.suffix}. Supported types are: {list(filetype_map.keys())}" + ) + sys.exit(1) + + copier_class = filetype_map[source_type] + copier = copier_class( + source_path, + dest_path, + n_copy_procs=nprocs, + sleep_time=sleep_time, + wait_for_source=wait_for_source, + log=LOG.getChild("Copier"), + ) try: - for target_id, target in enumerate(targets): - source = Path(target["source"]).expanduser().absolute() - destination = Path(target["destination"]).expanduser().absolute() - # If the source ends with .ome.zarr, then infer ome mode for this entry: - is_ome = source.name.endswith(".ome.zarr") - copier_type = OMEZarrCopier if is_ome else ZarrCopier - copier = copier_type( - source, destination, nprocs, sleep_time, wait_for_source, LOG.getChild(f"Target {target_id}") - ) - copiers.append(copier) - copier.start() - - # Wait for all copiers to finish - for copier in copiers: - copier.join() + LOG.info(f"Starting copy from {source_path} to {dest_path} using {copier_class.__name__}") + copier.start() + copier.join() + LOG.info("Copy completed successfully.") except KeyboardInterrupt: - LOG.info("Keyboard interrupt recieved, stopping all copiers") - for copier in copiers: - copier.stop() + LOG.info("Keyboard interrupt received, stopping copier.") + copier.stop() + except Exception: + LOG.exception("An error occurred during copying") + copier.stop() + sys.exit(1) def set_low_io_priority(): diff --git a/softcopy/ome_zarr_copier.py b/softcopy/ome_zarr_copier.py deleted file mode 100644 index 718e0ab..0000000 --- a/softcopy/ome_zarr_copier.py +++ /dev/null @@ -1,80 +0,0 @@ -import hashlib -import logging -import shutil -from pathlib import Path -from typing import ClassVar - -from .copier import AbstractCopier -from .zarr_copier import ZarrCopier - -LOG = logging.getLogger(__name__) - - -class OMEZarrCopier(AbstractCopier): - """ - Wrapper around a ZarrCopier that also copies the metadata files for an OME-Zarr archive. - """ - - # Files in the ome zarr archive that, if present, should be copied to the destination. - # Importantly, note that these files are all small - we assume they can be loaded into memory. - METADATA_FILES: ClassVar[list] = [ - ".zattrs", - ".zgroup", - ".zarray", - "zarr.json", - "daxi.json", - ] - - _zarr_copier: ZarrCopier - _metadata_hashes: dict[str, str] - - def __init__( - self, - source: Path, - destination: Path, - n_copy_procs: int, - sleep_time: float = 0, - wait_for_source: bool = True, - log: logging.Logger = LOG, - ): - super().__init__(source, destination, n_copy_procs, sleep_time, log) - image_0_source = source / "0" - image_0_destination = destination / "0" - self._zarr_copier = ZarrCopier( - image_0_source, image_0_destination, n_copy_procs, sleep_time, wait_for_source, log - ) - self._metadata_hashes = {} - - def start(self): - # Before starting, we make the parent directory that the image will be copied into. - self._destination.mkdir(parents=True, exist_ok=True) - self._zarr_copier.start() - - def join(self): - self._zarr_copier.join() - self.copy_metadata_files() - - def stop(self): - self._zarr_copier.stop() - self.copy_metadata_files() - - def copy_metadata_files(self): - for metadata_file in self.METADATA_FILES: - source_file = self._source / metadata_file - destination_file = self._destination / metadata_file - if source_file.exists(): - file_hash = hashlib.md5(source_file.read_bytes()).hexdigest() # noqa: S324 (this hash is not cryptographically relevant) - - if metadata_file in self._metadata_hashes and self._metadata_hashes[metadata_file] == file_hash: - self._log.debug(f"Metadata file {source_file} (hash {file_hash}) is unchanged, skipping") - continue - - self._log.debug(f"Copying metadata file {source_file} (hash {file_hash}) to {destination_file}") - - # The line below is not needed in this specific use case but it's forseeable that the directory might - # not exist for certain files... leaving this out for now. - # destination_file.parent.mkdir(parents=True, exist_ok=True) - - shutil.copy2(source_file, destination_file) - else: - self._log.debug(f"Metadata file {source_file} does not exist, skipping") diff --git a/softcopy/zarr_copier.py b/softcopy/zarr_copier.py index a35cd9f..49b3aa3 100644 --- a/softcopy/zarr_copier.py +++ b/softcopy/zarr_copier.py @@ -180,7 +180,7 @@ def stop(self): self._observer.stop() self._observer.join() - def join(self): + def join(self): # noqa: C901 time_start = time.time() estimated_files = np.prod(self._files_nd) @@ -220,7 +220,7 @@ def print_copy_status(): # This is a very long io-bound method - so we need to be able to exit it with ctrl c if self._stop.value == 1: return - + chunk_packed_name: PackedName = PackedName.from_index(chunk_index) chunk_path = chunk_packed_name.get_path( self._files_nd, self._destination, self._dimension_separator, self._zarr_format diff --git a/tests/test_hcs_copier.py b/tests/test_hcs_copier.py new file mode 100644 index 0000000..e68b23c --- /dev/null +++ b/tests/test_hcs_copier.py @@ -0,0 +1,126 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