|
| 1 | +""" |
| 2 | +Functions to obtain information about spp snapshots from metadata files. |
| 3 | +
|
| 4 | +These scripts are designed to run in DAP S3 environment only. |
| 5 | +""" |
| 6 | + |
| 7 | +import logging |
| 8 | +from dataclasses import dataclass |
| 9 | +from datetime import datetime |
| 10 | + |
| 11 | +from src.utils.s3_mods import rd_load_json, rd_list_manifest_files |
| 12 | + |
| 13 | +MetadataLogger = logging.getLogger(__name__) |
| 14 | + |
| 15 | + |
| 16 | +# Data classes for manifest file info and SPP metadata |
| 17 | +@dataclass |
| 18 | +class ManifestFileInfo: |
| 19 | + mani_filename: str |
| 20 | + mani_last_modified_date: datetime |
| 21 | + |
| 22 | + |
| 23 | +@dataclass |
| 24 | +class SPPMetadata: |
| 25 | + spp_filename: str |
| 26 | + spp_created_date: str |
| 27 | + version: int |
| 28 | + description: str = "" |
| 29 | + iterationL1: str = "" |
| 30 | + |
| 31 | + |
| 32 | +@dataclass |
| 33 | +class SnapshotCandidateFileInfo: |
| 34 | + mani_filename: str |
| 35 | + mani_last_modified_date: datetime |
| 36 | + spp_filename: str |
| 37 | + spp_created_date: str |
| 38 | + version: int |
| 39 | + |
| 40 | + |
| 41 | +def filter_manifest_files( |
| 42 | + files_dict: dict[str, datetime], target_date: str = "", wanted_str: str = "" |
| 43 | +) -> dict: |
| 44 | + """ |
| 45 | + Filter manifest files by target date and/ or filename substring. |
| 46 | +
|
| 47 | + Args: |
| 48 | + files_dict (dict): Dictionary of {filename: last_modified_date}. |
| 49 | + target_date (str): The target date in 'YYYY-MM-DD' format. |
| 50 | + wanted_str (str): Substring that should be present in the filename. |
| 51 | +
|
| 52 | + Returns: |
| 53 | + dict: Filtered dictionary with files matching the target date or substring. |
| 54 | + """ |
| 55 | + if wanted_str: |
| 56 | + filtered_files = { |
| 57 | + filename: last_mod_date |
| 58 | + for filename, last_mod_date in files_dict.items() |
| 59 | + if wanted_str in filename |
| 60 | + } |
| 61 | + if target_date: |
| 62 | + filtered_files = { |
| 63 | + filename: last_mod_date |
| 64 | + for filename, last_mod_date in files_dict.items() |
| 65 | + if last_mod_date.strftime("%Y-%m-%d") == target_date |
| 66 | + } |
| 67 | + return filtered_files |
| 68 | + |
| 69 | + |
| 70 | +def get_spp_file_info_from_manifest(filename: str) -> SPPMetadata: |
| 71 | + """Get SPP file information from a manifest file as SPPMetadata.""" |
| 72 | + manif_file_dict = rd_load_json(filename) |
| 73 | + metadata = SPPMetadata( |
| 74 | + spp_filename=manif_file_dict["files"][0]["name"], |
| 75 | + spp_created_date=str(manif_file_dict["tdzComplete"])[:10], |
| 76 | + version=manif_file_dict.get("version", 1), |
| 77 | + description=manif_file_dict.get("description", ""), |
| 78 | + iterationL1=manif_file_dict.get("iterationL1", ""), |
| 79 | + ) |
| 80 | + return metadata |
| 81 | + |
| 82 | + |
| 83 | +def check_metadata(metadata: SPPMetadata, target_date: str) -> dict: |
| 84 | + """Check if the created date in metadata matches the target date.""" |
| 85 | + expected_entries = { |
| 86 | + "created_date": target_date, |
| 87 | + "description": "SPP BERD snapshot files", |
| 88 | + "iterationL1": "spp_snapshots", |
| 89 | + } |
| 90 | + error_dict = { |
| 91 | + k: v for k, v in expected_entries.items() if getattr(metadata, k, None) != v |
| 92 | + } |
| 93 | + if error_dict: |
| 94 | + msg = ( |
| 95 | + f"Metadata check failed for date {target_date}. " |
| 96 | + f"Mismatched entries: {error_dict}" |
| 97 | + ) |
| 98 | + MetadataLogger.error(msg) |
| 99 | + return error_dict |
| 100 | + return {} |
| 101 | + |
| 102 | + |
| 103 | +def check_manifest_files_for_date( |
| 104 | + files_dict: dict, target_date: str, wanted_str: str |
| 105 | +) -> dict: |
| 106 | + """Check manifest files for a specific target date. |
| 107 | +
|
| 108 | + Args: |
| 109 | + files_dict (dict): {filename: last_modified_date} |
| 110 | + target_date (str): The target date in 'YYYY-MM-DD' format. |
| 111 | +
|
| 112 | + Returns: |
| 113 | + dict: Filtered dictionary with files matching the target date. |
| 114 | + """ |
| 115 | + correct_date_files = {} |
| 116 | + for filename, last_mod_date in files_dict.items(): |
| 117 | + if last_mod_date.strftime("%Y-%m-%d") == target_date: |
| 118 | + # get all the mainfest files with the correct substring |
| 119 | + new_files_dict = filter_manifest_files(files_dict, wanted_str=wanted_str) |
| 120 | + # read each manifest file and check the tdzComplete date |
| 121 | + for filename in new_files_dict.keys(): |
| 122 | + manif_file_dict = rd_load_json(filename) |
| 123 | + created_date = manif_file_dict["tdzComplete"] |
| 124 | + if created_date.startswith(target_date): |
| 125 | + correct_date_files[filename] = target_date |
| 126 | + file_version = manif_file_dict.get("version", "") |
| 127 | + if file_version > 1: |
| 128 | + correct_date_files[filename] = f"{target_date}_v{file_version}" |
| 129 | + |
| 130 | + |
| 131 | +def test_filtered_files( |
| 132 | + files_dict: dict, target_date: str |
| 133 | +) -> list[SnapshotCandidateFileInfo]: |
| 134 | + """Test filtered files for metadata matching the target date and metadata validity. |
| 135 | + Args: |
| 136 | + files_dict (dict): {filename: last_modified_date} |
| 137 | + target_date (str): The target date in 'YYYY-MM-DD' format. |
| 138 | +
|
| 139 | + Returns: |
| 140 | + dict: Dict with candidate file information if metadata matches target date. |
| 141 | + """ |
| 142 | + candidate_file_list = [] |
| 143 | + for filename, last_mod_date in files_dict.items(): |
| 144 | + metadata_dict = get_spp_file_info_from_manifest(filename) |
| 145 | + error_dict = check_metadata(metadata_dict, target_date) |
| 146 | + if not error_dict: |
| 147 | + # create a CandidateFileInfo object and add to dict |
| 148 | + new_candidate = SnapshotCandidateFileInfo( |
| 149 | + mani_filename=filename, |
| 150 | + mani_last_modified_date=last_mod_date, |
| 151 | + spp_filename=metadata_dict.spp_filename, |
| 152 | + spp_created_date=metadata_dict.spp_created_date, |
| 153 | + version=metadata_dict.version, |
| 154 | + ) |
| 155 | + candidate_file_list.append(new_candidate) |
| 156 | + return candidate_file_list |
| 157 | + |
| 158 | + |
| 159 | +def get_most_recent_file(file_list: list[SnapshotCandidateFileInfo]) -> str: |
| 160 | + """Get the filename of the most recently modified file from a dictionary. |
| 161 | +
|
| 162 | + Args: |
| 163 | + file_dict (dict): {filename: last_modified_date} |
| 164 | +
|
| 165 | + Returns: |
| 166 | + str: The filename (key) of the most recently modified file. |
| 167 | + """ |
| 168 | + if len(file_list) > 1: |
| 169 | + # sort the list by last modified date and get the most recent |
| 170 | + sorted_files = sorted( |
| 171 | + file_list, key=lambda x: x.mani_last_modified_date, reverse=True |
| 172 | + ) |
| 173 | + most_recent_file = sorted_files[0].spp_filename |
| 174 | + else: |
| 175 | + most_recent_file = file_list[0].spp_filename |
| 176 | + return most_recent_file |
| 177 | + |
| 178 | + |
| 179 | +def get_lastest_version_file( |
| 180 | + file_list: list[SnapshotCandidateFileInfo], |
| 181 | +) -> tuple[str, int]: |
| 182 | + """Get filename of the highest version file from a list where filenames the same. |
| 183 | +
|
| 184 | + Args: |
| 185 | + file_list (list): List of SnapshotCandidateFileInfo objects. |
| 186 | +
|
| 187 | + Returns: |
| 188 | + tuple: The filename of the highest version file and its version number. |
| 189 | + """ |
| 190 | + if len(file_list) > 1: |
| 191 | + # sort the list by version and get the highest version |
| 192 | + sorted_files = sorted(file_list, key=lambda x: x.version, reverse=True) |
| 193 | + highest_version_file = sorted_files[0].spp_filename |
| 194 | + corresponding_version = sorted_files[0].version |
| 195 | + else: |
| 196 | + highest_version_file = file_list[0].spp_filename |
| 197 | + corresponding_version = file_list[0].version |
| 198 | + return highest_version_file, corresponding_version |
| 199 | + |
| 200 | + |
| 201 | +def get_snapshot_name_from_date( |
| 202 | + prefix: str, survey_year: str, spp_date: str |
| 203 | +) -> tuple[str, int]: |
| 204 | + """Return the name of an spp snapshot delivered on the given date. |
| 205 | +
|
| 206 | + Args: |
| 207 | + survey_year (str): The survey year the snapshot belongs to. |
| 208 | + spp_date (str): The date the snapshot was last modified (YYYY-MM-DD). |
| 209 | +
|
| 210 | + Returns: |
| 211 | + str: The name of the required spp snapshot. |
| 212 | + """ |
| 213 | + # get a dictionary of all manifest files with the given prefix |
| 214 | + files_dict = rd_list_manifest_files(prefix) |
| 215 | + # filter the manifest files for the given date and wanted string |
| 216 | + wanted_str = f"snapshot-{survey_year}12-002-" |
| 217 | + files_dict = filter_manifest_files(files_dict, spp_date, wanted_str) |
| 218 | + # check filtered files for metadata matching the target date and metadata validity |
| 219 | + candidate_file_dict = test_filtered_files(files_dict, spp_date) |
| 220 | + # if no candidate files are found checking the last modified date, search all files |
| 221 | + if not candidate_file_dict: |
| 222 | + files_dict = filter_manifest_files(files_dict, wanted_str=wanted_str) |
| 223 | + candidate_file_dict = test_filtered_files(files_dict, spp_date) |
| 224 | + if not candidate_file_dict: |
| 225 | + MetadataLogger.error(f"No valid SPP snapshot found for date {spp_date}") |
| 226 | + raise ValueError(f"No valid SPP snapshot found for date {spp_date}") |
| 227 | + # find the most recent file if multiple candidates are found |
| 228 | + snapshot_name = get_most_recent_file(candidate_file_dict) |
| 229 | + # check whether snapshot filename is unique, if not get the highest version |
| 230 | + duplicate_files = [ |
| 231 | + file for file in candidate_file_dict if file.spp_filename == snapshot_name |
| 232 | + ] |
| 233 | + if len(duplicate_files) > 1: |
| 234 | + snapshot_name, version = get_lastest_version_file(duplicate_files) |
| 235 | + return snapshot_name, version |
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