fix: 🐛Cleaned up python files and moved site bounding boxes to config
This commit is contained in:
+87
-32
@@ -2,29 +2,33 @@ from nimrod_3 import Nimrod
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import os
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import os
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from pathlib import Path
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from pathlib import Path
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import re
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import re
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import logging # TODO: Add logging
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import logging
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import yaml
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"""
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logging.basicConfig(
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import nimrod
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level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s"
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a = nimrod.Nimrod(open(
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)
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'200802252000_nimrod_ng_radar_rainrate_composite_1km_merged_UK_zip'))
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a.query()
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a.extract_asc(open('full_raster.asc', 'w'))
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a.apply_bbox(279906, 285444, 283130, 290440)
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a.query()
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a.extract_asc(open('clipped_raster.asc', 'w'))
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"""
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BOUNDING_BOX_INFO = {
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BOUNDING_BOX_INFO = {
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"BRISCS": (607000, 608000, 217000, 218000),
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"BRISCS": (607000, 608000, 217000, 218000),
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"WINTSC": (499000, 500000, 416000, 417000),
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"WINTSC": (499000, 500000, 416000, 417000),
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}
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}
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in_top_folder = "./dat_files"
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out_top_folder = "./asc_files"
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IN_TOP_FOLDER = "./dat_files"
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OUT_TOP_FOLDER = "./asc_files"
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CONFIG_FILE = "config.yaml"
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def get_datetime(file_name: str) -> str:
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def get_datetime(file_name: str) -> str:
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# Pattern to match YYYYMMDDHHMM format
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"""
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Extract datetime from a filename using regex pattern matching.
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Args:
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file_name (str): The name of the file to extract datetime from.
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Returns:
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str: The extracted datetime in YYYYMMDDHHMM format, or 'date_not_found' if no match.
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"""
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pattern = r"(\d{8})(\d{4})"
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pattern = r"(\d{8})(\d{4})"
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match = re.search(pattern, file_name)
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match = re.search(pattern, file_name)
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if match:
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if match:
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@@ -35,37 +39,88 @@ def get_datetime(file_name: str) -> str:
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return "date_not_found"
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return "date_not_found"
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# read all file names in the folder
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def load_config() -> dict:
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area_folders = os.listdir(in_top_folder)
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"""
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Load configuration from YAML file.
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for area in area_folders:
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Returns:
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bounding_box = BOUNDING_BOX_INFO.get(area, (0, 0, 0, 0))
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dict: Configuration dictionary containing bounding box information.
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print(area, bounding_box)
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Raises:
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FileNotFoundError: If the config.yaml file is not found.
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yaml.YAMLError: If there's an error parsing the YAML file.
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"""
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try:
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with open(CONFIG_FILE, "r") as file:
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config = yaml.safe_load(file)
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return config.get("bounding_box_info", {})
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except FileNotFoundError:
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logging.error(
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f"Config file {CONFIG_FILE} not found. Using default configuration."
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)
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return {}
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except yaml.YAMLError as e:
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logging.error(f"Error parsing YAML file: {e}")
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return {}
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def process_nimrod_files() -> None:
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"""
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Process all Nimrod files in the input directory, applying bounding box clipping
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and exporting to ASC format.
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This function reads all files from IN_TOP_FOLDER, applies the appropriate bounding
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box for each area, and exports clipped raster data to OUT_TOP_FOLDER.
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"""
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# Load configuration
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bounding_box_info = load_config()
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# Use default if config is empty
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if not bounding_box_info:
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bounding_box_info = {
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"BRISCS": (607000, 608000, 217000, 218000),
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"WINTSC": (499000, 500000, 416000, 417000),
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}
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# read all file names in the folder
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area_folders = os.listdir(IN_TOP_FOLDER)
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for area in area_folders:
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bounding_box = bounding_box_info.get(area, (0, 0, 0, 0))
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logging.info(f"Processing area: {area}, bounding box: {bounding_box}")
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xmin, xmax, ymin, ymax = bounding_box
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xmin, xmax, ymin, ymax = bounding_box
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os.makedirs(Path(out_top_folder, area), exist_ok=True)
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os.makedirs(Path(OUT_TOP_FOLDER, area), exist_ok=True)
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for in_file in os.listdir(Path(in_top_folder, area)):
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for in_file in os.listdir(Path(IN_TOP_FOLDER, area)):
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timestamp = get_datetime(in_file)
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timestamp = get_datetime(in_file)
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out_file_name = f"{timestamp}_{area}.asc"
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out_file_name = f"{timestamp}_{area}.asc"
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out_file_path = Path(out_top_folder, area, out_file_name)
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out_file_path = Path(OUT_TOP_FOLDER, area, out_file_name)
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in_file_full = Path(in_top_folder, area, in_file)
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in_file_full = Path(IN_TOP_FOLDER, area, in_file)
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#print(in_file_full)
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try:
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try:
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image = Nimrod(open(in_file_full, 'rb'))
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image = Nimrod(open(in_file_full, "rb"))
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image.apply_bbox(xmin, xmax, ymin, ymax)
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image.apply_bbox(xmin, xmax, ymin, ymax)
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# image.query() # prints out file_details
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# image.query() # prints out file_details
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with open(out_file_path, 'w') as outfile:
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with open(out_file_path, "w") as outfile:
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image.extract_asc(outfile)
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image.extract_asc(outfile)
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logging.info(f"Successfully processed: {in_file_full}")
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except Nimrod.HeaderReadError as e:
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except Nimrod.HeaderReadError as e:
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print(f'Failed to read file {in_file_full}, is it corrupt?')
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logging.error(f"Failed to read file {in_file_full}, is it corrupt?")
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print(e)
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logging.error(e)
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continue
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continue
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except Nimrod.PayloadReadError as e:
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except Nimrod.PayloadReadError as e:
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print(f'Failed to load the raster data in {in_file_full}')
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logging.error(f"Failed to load the raster data in {in_file_full}")
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print(e)
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logging.error(e)
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continue
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continue
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except Nimrod.BboxRangeError as e:
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except Nimrod.BboxRangeError as e:
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print(f'Bounding Box out of range. Given bounding box: {bounding_box}')
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logging.error(
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print(e)
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f"Bounding Box out of range. Given bounding box: {bounding_box}"
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)
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logging.error(e)
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# Skips the whole area as bounding box will be out of bounds for all files
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# Skips the whole area as bounding box will be out of bounds for all files
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break
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break
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if __name__ == "__main__":
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process_nimrod_files()
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+16
@@ -0,0 +1,16 @@
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bounding_box_info:
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# SITE_NAME:
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# - XMIN
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# - XMAX
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# - YMIN
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# - YMAX
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BRISCS:
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- 607000
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- 608000
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- 217000
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- 218000
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WINTSC:
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- 499000
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- 500000
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- 416000
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- 417000
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+75
-20
@@ -67,17 +67,48 @@ import sys
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import struct
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import struct
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import array
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import array
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import argparse
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import argparse
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from typing import IO
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class Nimrod:
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class Nimrod:
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"""Reading, querying and processing of NIMROD format rainfall data files."""
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"""
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Reading, querying and processing of NIMROD format rainfall data files.
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This class provides functionality to parse NIMROD format files, display
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header information, and extract raster data to ESRI ASCII format files.
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Attributes:
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hdr_element (List): List of all header elements indexed by element number
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nrows (int): Number of rows in the raster image
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ncols (int): Number of columns in the raster image
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n_data_specific_reals (int): Number of data-specific real header entries
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n_data_specific_ints (int): Number of data-specific integer header entries
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y_top (float): Top northing coordinate
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y_pixel_size (float): Size of pixel in y-direction
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x_left (float): Left easting coordinate
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x_pixel_size (float): Size of pixel in x-direction
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x_right (float): Right easting coordinate
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y_bottom (float): Bottom northing coordinate
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data (array.array): Raster data array
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"""
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class RecordLenError(Exception):
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class RecordLenError(Exception):
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"""
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"""
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Exception Type: NIMROD record length read from file not as expected.
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Exception Type: NIMROD record length read from file not as expected.
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Attributes:
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message (str): Error message describing the problem
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"""
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"""
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def __init__(self, actual, expected, location):
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def __init__(self, actual: int, expected: int, location: str) -> None:
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"""
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Initialize the RecordLenError with details about the error.
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Args:
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actual (int): Actual record length read from file
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expected (int): Expected record length
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location (str): Description of position in file where error occurred
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"""
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self.message = "Incorrect record length %d bytes (expected %d) at %s." % (
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self.message = "Incorrect record length %d bytes (expected %d) at %s." % (
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actual,
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actual,
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expected,
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expected,
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@@ -85,43 +116,57 @@ class Nimrod:
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)
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)
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class HeaderReadError(Exception):
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class HeaderReadError(Exception):
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"""Exception Type: Read error whilst parsing NIMROD header elements."""
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"""
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Exception Type: Read error whilst parsing NIMROD header elements.
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This exception is raised when there are issues reading the header data
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from a NIMROD file.
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"""
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pass
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pass
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class PayloadReadError(Exception):
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class PayloadReadError(Exception):
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"""Exception Type: Read error whilst parsing NIMROD raster data."""
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"""
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Exception Type: Read error whilst parsing NIMROD raster data.
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This exception is raised when there are issues reading the raster data
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payload from a NIMROD file.
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"""
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pass
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pass
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class BboxRangeError(Exception):
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class BboxRangeError(Exception):
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"""
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"""
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Exception Type: Bounding box specified out of range of raster image.
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Exception Type: Bounding box specified out of range of raster image.
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This exception is raised when a bounding box is specified that does not
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intersect with the raster image data.
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"""
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"""
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pass
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pass
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def __init__(self, infile):
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def __init__(self, infile: IO[bytes]) -> None:
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"""
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"""
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Parse all header and data info from a NIMROD data file into this object.
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Parse all header and data info from a NIMROD data file into this object.
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(This method based on read_nimrod.py by Charles Kilburn Aug 2008)
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Args:
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Args:
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infile: NIMROD file object opened for binary reading
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infile (IO[bytes]): NIMROD file object opened for binary reading
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Raises:
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Raises:
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RecordLenError: NIMROD record length read from file not as expected
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RecordLenError: NIMROD record length read from file not as expected
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HeaderReadError: Read error whilst parsing NIMROD header elements
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HeaderReadError: Read error whilst parsing NIMROD header elements
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PayloadReadError: Read error whilst parsing NIMROD raster data
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PayloadReadError: Read error whilst parsing NIMROD raster data
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"""
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"""
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def check_record_len(infile, expected, location):
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def check_record_len(infile: IO[bytes], expected: int, location: str) -> None:
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"""
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"""
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Check record length in C struct is as expected.
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Check record length in C struct is as expected.
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Args:
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Args:
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infile: file to read from
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infile (IO[bytes]): file to read from
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expected: expected value of record length read
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expected (int): expected value of record length read
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location: description of position in file (for reporting)
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location (str): description of position in file (for reporting)
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Raises:
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Raises:
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HeaderReadError: Read error whilst reading record length
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HeaderReadError: Read error whilst reading record length
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RecordLenError: Unexpected NIMROD record length read from file
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RecordLenError: Unexpected NIMROD record length read from file
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@@ -220,8 +265,14 @@ class Nimrod:
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check_record_len(infile, array_size * 2, "data end")
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check_record_len(infile, array_size * 2, "data end")
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infile.close()
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infile.close()
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def query(self):
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def query(self) -> None:
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"""Print complete NIMROD file header information."""
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"""
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Print complete NIMROD file header information.
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This method displays all header information from the parsed NIMROD file
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in a formatted manner including general headers, data-specific headers,
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and character headers along with validity time and coordinate ranges.
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"""
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print("NIMROD file raw header fields listed by element number:")
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print("NIMROD file raw header fields listed by element number:")
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print("General (Integer) header entries:")
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print("General (Integer) header entries:")
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@@ -273,7 +324,7 @@ class Nimrod:
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)
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)
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print("Image size: %d rows x %d cols" % (self.nrows, self.ncols))
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print("Image size: %d rows x %d cols" % (self.nrows, self.ncols))
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def apply_bbox(self, xmin, xmax, ymin, ymax):
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def apply_bbox(self, xmin: float, xmax: float, ymin: float, ymax: float) -> None:
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"""
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"""
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Clip raster data to all pixels that intersect specified bounding box.
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Clip raster data to all pixels that intersect specified bounding box.
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@@ -283,10 +334,11 @@ class Nimrod:
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width of the raster edge will intersect with the pixel.
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width of the raster edge will intersect with the pixel.
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Args:
|
Args:
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xmin: Most negative easting or longitude of bounding box
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xmin (float): Most negative easting or longitude of bounding box
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xmax: Most positive easting or longitude of bounding box
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xmax (float): Most positive easting or longitude of bounding box
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ymin: Most negative northing or latitude of bounding box
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ymin (float): Most negative northing or latitude of bounding box
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ymax: Most positive northing or latitude of bounding box
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ymax (float): Most positive northing or latitude of bounding box
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|
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Raises:
|
Raises:
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BboxRangeError: Bounding box specified out of range of raster image
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BboxRangeError: Bounding box specified out of range of raster image
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"""
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"""
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@@ -337,12 +389,15 @@ class Nimrod:
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self.hdr_element[34] = self.y_top
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self.hdr_element[34] = self.y_top
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self.hdr_element[36] = self.x_left
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self.hdr_element[36] = self.x_left
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def extract_asc(self, outfile):
|
def extract_asc(self, outfile: IO[str]) -> None:
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"""
|
"""
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Write raster data to an ESRI ASCII (.asc) format file.
|
Write raster data to an ESRI ASCII (.asc) format file.
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|
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Args:
|
Args:
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outfile: file object opened for writing text
|
outfile (IO[str]): file object opened for writing text
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Raises:
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|
ValueError: If x_pixel_size != y_pixel_size (non-square pixels)
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"""
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"""
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# As ESRI ASCII format only supports square pixels, warn if not so
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# As ESRI ASCII format only supports square pixels, warn if not so
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@@ -5,5 +5,6 @@ description = "Add your description here"
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readme = "README.md"
|
readme = "README.md"
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||||||
requires-python = ">=3.12"
|
requires-python = ">=3.12"
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||||||
dependencies = [
|
dependencies = [
|
||||||
|
"pyyaml>=6.0.3",
|
||||||
"ruff>=0.14.3",
|
"ruff>=0.14.3",
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||||||
]
|
]
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||||||
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|||||||
@@ -7,11 +7,61 @@ name = "met-office"
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|||||||
version = "0.1.0"
|
version = "0.1.0"
|
||||||
source = { virtual = "." }
|
source = { virtual = "." }
|
||||||
dependencies = [
|
dependencies = [
|
||||||
|
{ name = "pyyaml" },
|
||||||
{ name = "ruff" },
|
{ name = "ruff" },
|
||||||
]
|
]
|
||||||
|
|
||||||
[package.metadata]
|
[package.metadata]
|
||||||
requires-dist = [{ name = "ruff", specifier = ">=0.14.3" }]
|
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[[package]]
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Reference in New Issue
Block a user