|
| 1 | +import logging |
| 2 | +from pathlib import Path |
| 3 | +from typing import Any |
| 4 | + |
| 5 | +from txrm2tiff.inspector import Inspector |
| 6 | +from txrm2tiff.txrm import open_txrm |
| 7 | +from txrm2tiff.txrm_functions.general import read_stream |
| 8 | +from txrm2tiff.xradia_properties.enums import XrmDataTypes |
| 9 | + |
| 10 | +from murfey.client.context import ( |
| 11 | + Context, |
| 12 | + _file_transferred_to, |
| 13 | + _get_source, |
| 14 | + ensure_dcg_exists, |
| 15 | +) |
| 16 | +from murfey.client.instance_environment import MurfeyInstanceEnvironment |
| 17 | +from murfey.util.client import capture_post |
| 18 | +from murfey.util.tomo import midpoint |
| 19 | + |
| 20 | +logger = logging.getLogger("murfey.client.contexts.sxt") |
| 21 | + |
| 22 | + |
| 23 | +class SXTContext(Context): |
| 24 | + def __init__(self, acquisition_software: str, basepath: Path, token: str): |
| 25 | + super().__init__("SXT", acquisition_software, token) |
| 26 | + self._basepath = basepath |
| 27 | + |
| 28 | + def register_sxt_data_collection( |
| 29 | + self, |
| 30 | + tilt_series: str, |
| 31 | + data_collection_parameters: dict, |
| 32 | + file_extension: str, |
| 33 | + image_directory: str | Path, |
| 34 | + environment: MurfeyInstanceEnvironment | None = None, |
| 35 | + ): |
| 36 | + if not environment: |
| 37 | + logger.error( |
| 38 | + "No environment passed to register tomography data collections" |
| 39 | + ) |
| 40 | + return |
| 41 | + try: |
| 42 | + metadata_source = ( |
| 43 | + self._basepath.parent / environment.visit / self._basepath.name |
| 44 | + ) |
| 45 | + ensure_dcg_exists( |
| 46 | + collection_type="sxt", |
| 47 | + metadata_source=metadata_source, |
| 48 | + environment=environment, |
| 49 | + token=self._token, |
| 50 | + ) |
| 51 | + |
| 52 | + dc_data: dict[str, Any] = { |
| 53 | + "experiment_type": "sxt", |
| 54 | + "file_extension": file_extension, |
| 55 | + "acquisition_software": self._acquisition_software, |
| 56 | + "image_directory": str(image_directory), |
| 57 | + "data_collection_tag": tilt_series, |
| 58 | + "source": str(self._basepath), |
| 59 | + "tag": tilt_series, |
| 60 | + } |
| 61 | + |
| 62 | + # Once mdoc parameters are known register processing jobs |
| 63 | + dc_data.update( |
| 64 | + { |
| 65 | + "pixel_size_on_image": data_collection_parameters.get( |
| 66 | + "pixel_size_on_image" |
| 67 | + ), |
| 68 | + "image_size_x": data_collection_parameters.get("image_size_x"), |
| 69 | + "image_size_y": data_collection_parameters.get("image_size_y"), |
| 70 | + "magnification": data_collection_parameters.get("magnification"), |
| 71 | + } |
| 72 | + ) |
| 73 | + capture_post( |
| 74 | + base_url=str(environment.url.geturl()), |
| 75 | + router_name="workflow.router", |
| 76 | + function_name="start_dc", |
| 77 | + token=self._token, |
| 78 | + visit_name=environment.visit, |
| 79 | + session_id=environment.murfey_session, |
| 80 | + data=dc_data, |
| 81 | + ) |
| 82 | + |
| 83 | + recipes_to_assign_pjids = [ |
| 84 | + "sxt-tomo-align", |
| 85 | + ] |
| 86 | + for recipe in recipes_to_assign_pjids: |
| 87 | + capture_post( |
| 88 | + base_url=str(environment.url.geturl()), |
| 89 | + router_name="workflow.router", |
| 90 | + function_name="register_proc", |
| 91 | + token=self._token, |
| 92 | + visit_name=environment.visit, |
| 93 | + session_id=environment.murfey_session, |
| 94 | + data={ |
| 95 | + "tag": tilt_series, |
| 96 | + "source": str(self._basepath), |
| 97 | + "recipe": recipe, |
| 98 | + "experiment_type": "sxt", |
| 99 | + }, |
| 100 | + ) |
| 101 | + except Exception as e: |
| 102 | + logger.error(f"ERROR {e}, {data_collection_parameters}", exc_info=True) |
| 103 | + |
| 104 | + def post_transfer( |
| 105 | + self, |
| 106 | + transferred_file: Path, |
| 107 | + environment: MurfeyInstanceEnvironment | None = None, |
| 108 | + **kwargs, |
| 109 | + ) -> bool: |
| 110 | + super().post_transfer( |
| 111 | + transferred_file=transferred_file, |
| 112 | + environment=environment, |
| 113 | + **kwargs, |
| 114 | + ) |
| 115 | + |
| 116 | + data_suffixes = [".txrm"] |
| 117 | + |
| 118 | + if transferred_file.suffix in data_suffixes and environment: |
| 119 | + source = _get_source(transferred_file, environment) |
| 120 | + if not source: |
| 121 | + logger.warning(f"No source found for file {transferred_file}") |
| 122 | + return False |
| 123 | + |
| 124 | + # Read the tilt angles and pixel size from the txrm |
| 125 | + metadata = { |
| 126 | + "source": str(self._basepath), |
| 127 | + "tilt_series_tag": transferred_file.stem, |
| 128 | + } |
| 129 | + with open_txrm( |
| 130 | + transferred_file, load_images=False, load_reference=False, strict=False |
| 131 | + ) as txrm: |
| 132 | + inspector = Inspector(txrm) |
| 133 | + angles = read_stream( |
| 134 | + inspector.txrm.ole, |
| 135 | + "ImageInfo/Angles", |
| 136 | + XrmDataTypes.XRM_FLOAT, |
| 137 | + strict=True, |
| 138 | + ) |
| 139 | + metadata["minimum_angle"] = min(angles) |
| 140 | + metadata["maximum_angle"] = max(angles) |
| 141 | + metadata["pixel_size_microns"] = read_stream( |
| 142 | + inspector.txrm.ole, |
| 143 | + "ImageInfo/PixelSize", |
| 144 | + XrmDataTypes.XRM_FLOAT, |
| 145 | + strict=True, |
| 146 | + )[0] |
| 147 | + metadata["image_size_x"] = read_stream( |
| 148 | + inspector.txrm.ole, |
| 149 | + "ImageInfo/ImageWidth", |
| 150 | + XrmDataTypes.XRM_INT, |
| 151 | + strict=True, |
| 152 | + )[0] |
| 153 | + metadata["image_size_y"] = read_stream( |
| 154 | + inspector.txrm.ole, |
| 155 | + "ImageInfo/ImageHeight", |
| 156 | + XrmDataTypes.XRM_INT, |
| 157 | + strict=True, |
| 158 | + )[0] |
| 159 | + metadata["exposure_time"] = read_stream( |
| 160 | + inspector.txrm.ole, |
| 161 | + "ImageInfo/ExpTime", |
| 162 | + XrmDataTypes.XRM_FLOAT, |
| 163 | + strict=True, |
| 164 | + ) |
| 165 | + metadata["magnification"] = read_stream( |
| 166 | + inspector.txrm.ole, |
| 167 | + "ImageInfo/XrayMagnification", |
| 168 | + XrmDataTypes.XRM_FLOAT, |
| 169 | + strict=True, |
| 170 | + ) |
| 171 | + metadata["tilt_count"] = read_stream( |
| 172 | + inspector.txrm.ole, |
| 173 | + "ImageInfo/ImagesTaken", |
| 174 | + XrmDataTypes.XRM_INT, |
| 175 | + strict=True, |
| 176 | + )[0] |
| 177 | + |
| 178 | + self.register_sxt_data_collection( |
| 179 | + tilt_series=transferred_file.stem, |
| 180 | + data_collection_parameters=metadata, |
| 181 | + file_extension=transferred_file.suffix, |
| 182 | + image_directory=environment.default_destinations.get( |
| 183 | + transferred_file.parent, transferred_file.parent |
| 184 | + ), |
| 185 | + environment=environment, |
| 186 | + ) |
| 187 | + |
| 188 | + logger.info( |
| 189 | + f"The following tilt series will be processed: {transferred_file.stem}" |
| 190 | + ) |
| 191 | + file_transferred_to = _file_transferred_to( |
| 192 | + environment, source, transferred_file, self._token |
| 193 | + ) |
| 194 | + capture_post( |
| 195 | + base_url=str(environment.url.geturl()), |
| 196 | + router_name="workflow.sxt_router", |
| 197 | + function_name="process_sxt_tilt_series", |
| 198 | + token=self._token, |
| 199 | + visit_name=environment.visit, |
| 200 | + session_id=environment.murfey_session, |
| 201 | + data={ |
| 202 | + "session_id": environment.murfey_session, |
| 203 | + "tag": transferred_file.stem, |
| 204 | + "source": str(transferred_file.parent), |
| 205 | + "pixel_size": metadata.get("pixel_size", 100), |
| 206 | + "tilt_offset": midpoint(angles), |
| 207 | + "txrm": str(file_transferred_to), |
| 208 | + }, |
| 209 | + ) |
| 210 | + return True |
| 211 | + |
| 212 | + def post_first_transfer( |
| 213 | + self, |
| 214 | + transferred_file: Path, |
| 215 | + environment: MurfeyInstanceEnvironment | None = None, |
| 216 | + **kwargs, |
| 217 | + ): |
| 218 | + self.post_transfer(transferred_file, environment=environment, **kwargs) |
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