From 288cdd573fe1b66245ae67ffb5287aae54c49c30 Mon Sep 17 00:00:00 2001 From: mdupays Date: Fri, 13 Feb 2026 15:59:25 +0100 Subject: [PATCH 01/10] create new function : filter deviation_day --- .../filter_deviation_day_in_pointcloud.py | 85 +++++++++++++++++++ ...test_filter_deviation_day_in_pointcloud.py | 81 ++++++++++++++++++ 2 files changed, 166 insertions(+) create mode 100644 lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py create mode 100644 test/pretreatment/test_filter_deviation_day_in_pointcloud.py diff --git a/lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py b/lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py new file mode 100644 index 0000000..93529d2 --- /dev/null +++ b/lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py @@ -0,0 +1,85 @@ +# """PDAL Python filter for deviation day filtering""" +import json +import logging +from datetime import datetime, timedelta + +import numpy as np + +logger = logging.getLogger(__name__) + + +def filter_deviation_day(ins, outs, pdalargs): + """ + Filter points within deviation_day around most frequent acquisition day. + + Keeps flights within deviation_day of most abundant date. + + Args: + ins: Input point cloud dimensions from PDAL + outs: Output point cloud dimensions to populate + pdalargs: JSON string MUST contain: + - deviation_day: int, max days around mode + - gpstime_ref: str, GPS time reference (YYYY-MM-DD HH:MM:SS) + + Returns: + bool: True if successful + """ + args = json.loads(pdalargs) + + # Parameters + try: + deviation_days = int(args["deviation_day"]) + gpstime_ref = str(args["gpstime_ref"]) + except (KeyError, ValueError, TypeError) as e: + raise ValueError( + f"filter_deviation_day: missing/invalid pdalargs. " + f"Need 'deviation_day'(int) and 'gpstime_ref'(str). Got: {e}" + ) + + if deviation_days is None or not np.isfinite(deviation_days): + # No filtering requested + for dim_name in ins: + outs[dim_name] = ins[dim_name] + return True + + # Convert GPS time → date objects + ref_dt = datetime.strptime(gpstime_ref, "%Y-%m-%d %H:%M:%S") + gpstime = ins["GpsTime"] if "GpsTime" in ins else ins["gps_time"] + new_date = [(ref_dt + timedelta(seconds=float(t))).date() for t in gpstime] + + # Histogram dates + dates_only = np.array(new_date) + unique_dates, counts = np.unique(dates_only, return_counts=True) + + if len(unique_dates) <= deviation_days: + # Dates already close - keep all + for dim_name in ins: + outs[dim_name] = ins[dim_name] + return True + + # Find mode date + max_idx = np.argmax(counts) + max_count_date = unique_dates[max_idx] + + # Good dates: mode ± deviation_days + date_diffs = np.abs([(d - max_count_date).days for d in unique_dates]) + good_date_indices = np.where(date_diffs <= deviation_days)[0] + good_dates = unique_dates[good_date_indices] + + # Filter mask + keep_mask = np.isin(dates_only, good_dates) + n_total, n_kept = len(keep_mask), np.sum(keep_mask) + percentage_removed = (1 - n_kept / n_total) * 100 + + logger.info( + "filter_deviation_day: %.1f%% supprimés (> %d jours autour %s)", + percentage_removed, + deviation_days, + max_count_date, + ) + + # Apply to all dimensions + for dim_name in ins: + outs[dim_name] = ins[dim_name][keep_mask] + + return True diff --git a/test/pretreatment/test_filter_deviation_day_in_pointcloud.py b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py new file mode 100644 index 0000000..681fa5e --- /dev/null +++ b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py @@ -0,0 +1,81 @@ +import json +import logging +import os +import shutil +from datetime import datetime, timedelta +from pathlib import Path + +import numpy as np + +from lidar_for_fuel.pretreatment.filter_deviation_day_in_pointcloud import ( + filter_deviation_day, +) + +logging.basicConfig(level=logging.INFO) +TMP_PATH = Path("./tmp/test_deviation_day") + + +def setup_module(module): + """Setup: clean and create tmp directory.""" + if TMP_PATH.is_dir(): + shutil.rmtree(TMP_PATH) + os.makedirs(TMP_PATH) + + +def test_filter_deviation_day(): + """Unit test: 10 points (2 out-of-date), filter and verify.""" + # GPS reference + ref_dt = datetime(2023, 1, 1, 12, 0, 0) + + # Dates order: indices 0-4:2023-01-15, 5:16, 6:20(OUT), 7:14, 8:10(OUT), 9:16 + dates = [ + datetime(2023, 1, 15, 12, 0), # 0 mode + datetime(2023, 1, 15, 12, 0), # 1 + datetime(2023, 1, 15, 12, 0), # 2 + datetime(2023, 1, 15, 12, 0), # 3 + datetime(2023, 1, 15, 12, 0), # 4 + datetime(2023, 1, 16, 12, 0), # 5 D+1 ✓ + datetime(2023, 1, 20, 12, 0), # 6 OUT D+5 ✗ + datetime(2023, 1, 14, 12, 0), # 7 D-1 ✓ + datetime(2023, 1, 10, 12, 0), # 8 OUT D-5 ✗ + datetime(2023, 1, 16, 12, 0), # 9 D+1 ✓ + ] + + gps_times = np.array([(d - ref_dt).total_seconds() for d in dates]) + n_points = len(gps_times) + + # Input point cloud (PDAL dimensions, fixed X for reproducible test) + ins = { + "X": np.arange(n_points) * 100.0, + "Y": np.arange(n_points) * 100.0, + "Z": np.arange(n_points) * 10.0, + "gps_time": gps_times, + "Intensity": np.arange(n_points, dtype=np.uint16), # fixed, no random + "ReturnNumber": np.ones(n_points, dtype=np.uint8), + } + + outs = {k: np.zeros_like(v) for k, v in ins.items()} + + pdalargs = json.dumps({"deviation_day": 2, "gpstime_ref": "2023-01-01 12:00:00"}) + + print("=== TEST filter_deviation_day ===") + print(f"Initial points: {n_points}") + unique_dates = np.unique([(ref_dt + timedelta(seconds=float(t))).date() for t in ins["gps_time"]]) + print("Unique dates:", unique_dates) + print("Out-of-date indices: 6(2023-01-20), 8(2023-01-10)") + + # Run filter + success = filter_deviation_day(ins, outs, pdalargs) + + print(f"Result: success={success}") + print(f"Points kept: {len(outs['X'])} (expected: 8/10)") + print("X after (kept indices 0-5,7,9):", outs["X"]) + kept_dates = np.unique([(ref_dt + timedelta(seconds=float(t))).date() for t in outs["gps_time"]]) + print("Dates kept (expected 14/15/16):", kept_dates) + + # Correct assertions (indices 6,8 removed → X: 0,100,200,300,400,500,700,900) + assert success is True, "Function must return True" + assert len(outs["X"]) == 8, f"Error: {len(outs['X'])} points instead of 8" + expected_x = np.array([0, 100, 200, 300, 400, 500, 700, 900]) + assert np.allclose(outs["X"], expected_x), f"Expected {expected_x}, got {outs['X']}" + print("TEST FULLY PASSED!") 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z8z+@LFq<;@vV-M!2z#bk>hVfo4lzV(yfaab{aeEs60yC*!}d_!@T{b(0JD1R>slAY zcD@6qv?0PtALzyTGPjRd3Ea0p7r+eBYf?_kAwA^-j_T?Lw>!a$AI>#fM-JtL|D03F zFn%8iM@)_WGJbq3h{z2v*HhblS=+!E7-)_Gwo7lBC|KifZ?>xKTUx<X zneUm-8%NVLvY+*ikfwZivQy%K0vtUQ);?7}msq))jK?DNDj>tZF|l|+grvl>7QWn4 zAgWbU%m~qq^!-|gJTz3Tt;YbD9S3uscu2GVw^Uxs&)QoHKfcRH|3L}7I-Y5;H5oF~ zHLw$hw{YaUL-1vj9G--PIl`WLF3@N6K35@uSE?MCVvpyWi!(4N({4e-Np*054G({>W2gsCyJ-*{Bpmto$8g&4gXXT*RVAc@eiN?Nl=Rn)&|+mZQ~PciGWak`o6gi@rZEqVD8^@AhyG*dHNH0#H7cT>xFdS=uL=AsE#HfP{$f zqW}Q>3yEX6x0}z#q$TttR97HE_xJ#SPiMd?#{*%~@n8*KOad(2+LD#grhA9#`x1JA zNL(p#R%qU+metSW(Gs{QK6rXo#l*Eo)qYK zzW4d1_kM#*^Hf=`m<*BD48h!Ku@1p=N);@YopAqZx9a!-vye*y%2O}w3cQuSr%UbW zIy0fIR&7)5*989#;j=gW{3xVeFrbJtoP0B1_nX%35Kwy=qNoJ0;3@?tV3XQzIJrJ zc67dWbiQ_UzIJrJc67dWbiQ_UzIJrJc67dWSU34cJvSNx!#)H?=W9pjYe(m6N9Sut z=W9pjYe(m6N9Sut=W9pjYe(m6hkdhu)PtiTFswrW+^+@tkO_!qaraCu3kEU(m-Xep literal 0 HcmV?d00001 From 20b2e5b8c39f4e4e4c9474e906f12b4d291f0b0f Mon Sep 17 00:00:00 2001 From: mdupays Date: Wed, 18 Feb 2026 21:10:36 +0100 Subject: [PATCH 03/10] add filter config for pretreatment --- configs/config.yaml | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/configs/config.yaml b/configs/config.yaml index afdac31..6251b55 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -10,6 +10,13 @@ io: input_filename: null input_dir: null output_dir: null + # Spatial reference to use to override the one from input las. + spatial_reference: EPSG:2154 + +pre_treatment: + filter: + dimension: Classification + keep_values: [1, 2, 3, 4, 5, 9, 66] # Classes to keep hydra: output_subdir: null From 3667a0c414ca87603a94c64fe476aa199e51f2fe Mon Sep 17 00:00:00 2001 From: mdupays Date: Thu, 19 Feb 2026 21:52:18 +0100 Subject: [PATCH 04/10] add functions : filter and normalize --- configs/config.yaml | 5 +- lidar_for_fuel/main_pretreatment.py | 10 +- .../pretreatment/filter_deviation_day.py | 56 ++++++++++ .../filter_deviation_day_in_pointcloud.py | 85 --------------- .../normalize_height_in_pointcloud.py | 57 ++++++++++ .../pretreatment/validate_lidar_file.py | 48 ++++----- ...test_filter_deviation_day_in_pointcloud.py | 100 +++++++----------- .../test_normalize_height_in_pointcloud.py | 54 ++++++++++ test/pretreatment/test_validate_lidar_file.py | 41 +++---- 9 files changed, 251 insertions(+), 205 deletions(-) create mode 100644 lidar_for_fuel/pretreatment/filter_deviation_day.py delete mode 100644 lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py create mode 100644 lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py create mode 100644 test/pretreatment/test_normalize_height_in_pointcloud.py diff --git a/configs/config.yaml b/configs/config.yaml index 6251b55..abc3dd4 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -13,10 +13,13 @@ io: # Spatial reference to use to override the one from input las. spatial_reference: EPSG:2154 -pre_treatment: +pretreatment: filter: dimension: Classification keep_values: [1, 2, 3, 4, 5, 9, 66] # Classes to keep + filter_deviation: + gpstime_ref: "2011-09-14 01:46:40" + deviation_day: 14 hydra: output_subdir: null diff --git a/lidar_for_fuel/main_pretreatment.py b/lidar_for_fuel/main_pretreatment.py index 9414870..df83872 100644 --- a/lidar_for_fuel/main_pretreatment.py +++ b/lidar_for_fuel/main_pretreatment.py @@ -10,6 +10,7 @@ import hydra from omegaconf import DictConfig +from lidar_for_fuel.pretreatment.filter_deviation_day import run_filter_deviation_day from lidar_for_fuel.pretreatment.validate_lidar_file import check_lidar_file logger = logging.getLogger(__name__) @@ -52,8 +53,13 @@ def main_on_one_tile(filename): """ tilename = os.path.splitext(filename)[0] # filename to the LAS file input_file = os.path.join(input_dir, filename) # path to the LAS file - logging.info(f"\nNormalize and add attributes of 1 for tile : {tilename}") - las = check_lidar_file(input_file) + logging.info(f"\nCheck data of 1 for tile : {tilename}") + pipeline_check_lidar = check_lidar_file(input_file) + + logging.info(f"\nFilter deviation day of 1 for tile : {tilename}") + deviation_days = config.pretreatment.filter_deviation.deviation_day + gpstime_ref = config.pretreatment.filter_deviation.gpstime_ref + las = run_filter_deviation_day(pipeline_check_lidar, deviation_days, gpstime_ref) return las if initial_las_filename: diff --git a/lidar_for_fuel/pretreatment/filter_deviation_day.py b/lidar_for_fuel/pretreatment/filter_deviation_day.py new file mode 100644 index 0000000..1518638 --- /dev/null +++ b/lidar_for_fuel/pretreatment/filter_deviation_day.py @@ -0,0 +1,56 @@ +""" +Keep points within deviation_day around the most frequent acquisition day. +""" +import json +from collections import defaultdict + +import numpy as np +import pdal + + +def filter_points_by_date(pdal_pipeline, deviation_day=1): + """ + Creates a PDAL pipeline to filter a LiDAR point cloud, + keeping only acquisitions within the densest ±x day window. + + Args: + pdal_pipeline: Executed PDAL Pipeline object. + deviation_day: Number of days around the main acquisition day. + + Returns: + pdal.Pipeline: Configured PDAL pipeline for filtering points. + """ + arrays = pdal_pipeline.arrays + if len(arrays) == 0: + raise ValueError("No arrays generated by the pipeline.") + points = arrays[0] + + # Check for GpsTime field + if "GpsTime" not in points.dtype.names: + raise ValueError("Point cloud does not contain a 'GpsTime' field.") + + # Extract timestamps + timestamps = points["GpsTime"] + + # Convert to days (Unix timestamp in seconds) + days = np.floor(timestamps / (24 * 3600)) + + # Count points per day + day_counts = defaultdict(int) + for day in days: + day_counts[day] += 1 + + # Find the day with the most points + main_day = max(day_counts.items(), key=lambda x: x[1])[0] + + # Define the day window to keep + min_day = main_day - deviation_day + max_day = main_day + deviation_day + + # Create PDAL pipeline using range filter for timestamps + filter_pipeline_json = { + "pipeline": [{"type": "filters.range", "limits": f"GpsTime[{min_day*24*3600}:{max_day*24*3600}]"}] + } + + # Return a PDAL Pipeline object + return pdal.Pipeline(json.dumps(filter_pipeline_json), arrays=[points]) diff --git a/lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py b/lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py deleted file mode 100644 index 93529d2..0000000 --- a/lidar_for_fuel/pretreatment/filter_deviation_day_in_pointcloud.py +++ /dev/null @@ -1,85 +0,0 @@ -# """PDAL Python filter for deviation day filtering""" -import json -import logging -from datetime import datetime, timedelta - -import numpy as np - -logger = logging.getLogger(__name__) - - -def filter_deviation_day(ins, outs, pdalargs): - """ - Filter points within deviation_day around most frequent acquisition day. - - Keeps flights within deviation_day of most abundant date. - - Args: - ins: Input point cloud dimensions from PDAL - outs: Output point cloud dimensions to populate - pdalargs: JSON string MUST contain: - - deviation_day: int, max days around mode - - gpstime_ref: str, GPS time reference (YYYY-MM-DD HH:MM:SS) - - Returns: - bool: True if successful - """ - args = json.loads(pdalargs) - - # Parameters - try: - deviation_days = int(args["deviation_day"]) - gpstime_ref = str(args["gpstime_ref"]) - except (KeyError, ValueError, TypeError) as e: - raise ValueError( - f"filter_deviation_day: missing/invalid pdalargs. " - f"Need 'deviation_day'(int) and 'gpstime_ref'(str). Got: {e}" - ) - - if deviation_days is None or not np.isfinite(deviation_days): - # No filtering requested - for dim_name in ins: - outs[dim_name] = ins[dim_name] - return True - - # Convert GPS time → date objects - ref_dt = datetime.strptime(gpstime_ref, "%Y-%m-%d %H:%M:%S") - gpstime = ins["GpsTime"] if "GpsTime" in ins else ins["gps_time"] - new_date = [(ref_dt + timedelta(seconds=float(t))).date() for t in gpstime] - - # Histogram dates - dates_only = np.array(new_date) - unique_dates, counts = np.unique(dates_only, return_counts=True) - - if len(unique_dates) <= deviation_days: - # Dates already close - keep all - for dim_name in ins: - outs[dim_name] = ins[dim_name] - return True - - # Find mode date - max_idx = np.argmax(counts) - max_count_date = unique_dates[max_idx] - - # Good dates: mode ± deviation_days - date_diffs = np.abs([(d - max_count_date).days for d in unique_dates]) - good_date_indices = np.where(date_diffs <= deviation_days)[0] - good_dates = unique_dates[good_date_indices] - - # Filter mask - keep_mask = np.isin(dates_only, good_dates) - n_total, n_kept = len(keep_mask), np.sum(keep_mask) - percentage_removed = (1 - n_kept / n_total) * 100 - - logger.info( - "filter_deviation_day: %.1f%% supprimés (> %d jours autour %s)", - percentage_removed, - deviation_days, - max_count_date, - ) - - # Apply to all dimensions - for dim_name in ins: - outs[dim_name] = ins[dim_name][keep_mask] - - return True diff --git a/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py new file mode 100644 index 0000000..7342006 --- /dev/null +++ b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py @@ -0,0 +1,57 @@ +""" +Calculate normalized height in pointcloud, i.e. height above ground. +""" +import logging +from typing import List + +import pdal + +logger = logging.getLogger(__name__) + + +def normalize_height( + input_file: str, + output_file: str, + spatial_ref: str, + filter_dimension: str, + filter_values: List[int], + height_filter: float = 60.0, +) -> None: + """ + Pre-filtering and Normalize heights using TIN on ground points. + + Stepas are : + 1. Keep only points classified as 1-5 or 9. + 2. Normalyze height + 43 Remove points Z < height filter + + Args: + input_file: Input LAS/LAZ path. + output_file: Output LAS/LAZ path. + spatial_ref (str): spatial reference to use when reading las file. + filter_dimension (str): Name of the dimension along which to filter input points + (keep empty to disable input filter). + filter_values (List[int]): Values to keep for input points along filter_dimension. + height_filter: Value to remove points too high (60 m default) + + """ + # Read with pdal + pipeline = pdal.Reader.las(filename=input_file, override_srs=spatial_ref, nosrs=True) + + # Filter points by classification + if filter_dimension and filter_values: + pipeline |= pdal.Filter.range(limits=",".join(f"{filter_dimension}[{v}:{v}]" for v in filter_values)) + + # Normalize height + pipeline |= pdal.Filter.hag_delaunay(allow_extrapolation=True) + + # Remove points HeightAboveGround < height filter + pipeline |= pdal.Filter.range(limits=f"HeightAboveGround[:{height_filter}]") + + # Copy HAG → Z_ref + pipeline |= pdal.Filter.ferry(dimensions="HeightAboveGround=>Z_ref") + + # Writer output + pipeline |= pdal.Writer.las(filename=output_file, extra_dims="all", forward="all", minor_version="4") + + pipeline.execute() diff --git a/lidar_for_fuel/pretreatment/validate_lidar_file.py b/lidar_for_fuel/pretreatment/validate_lidar_file.py index 0f052ef..d8c08d6 100644 --- a/lidar_for_fuel/pretreatment/validate_lidar_file.py +++ b/lidar_for_fuel/pretreatment/validate_lidar_file.py @@ -4,36 +4,31 @@ import logging import os -try: - import laspy - from laspy.errors import LaspyException -except Exception: - laspy = None - LaspyException = Exception +import pdal logger = logging.getLogger(__name__) -def check_lidar_file(input_file: str) -> "laspy.LasData": +def check_lidar_file(input_file: str, spatial_ref: str) -> pdal.Pipeline: """ Validate and load a LiDAR file (.las or .laz). Args: input_file: Path to .las or .laz file. + spatial_ref (str): spatial reference to use when reading las file. Returns: - laspy.LasData: Loaded and validated LAS data. + pdal.Pipeline: Loaded and validated PDAL Pipeline. Raises: - ImportError: If the `laspy` library is not installed, or if a LAZ backend - (such as `lazrs`) is required but missing to decompress LAZ files. - ValueError : If the input path is not a non-empty string, or if the file - extension is not `.las` or `.laz`. + ImportError: If the `pdal` library is not installed. + ValueError: If the input path is not a non-empty string, or if the file + extension is not `.las` or `.laz`. FileNotFoundError: If the input file does not exist at the given path. - IOError: If `laspy` fails to read the file due to I/O or data corruption issues. + IOError: If PDAL fails to read the file due to I/O or data corruption issues. """ - if laspy is None: - raise ImportError("Install laspy: pip install laspy") + if pdal is None: + raise ImportError("Install pdal: pip install pdal") # Path validation if not isinstance(input_file, str) or not input_file.strip(): @@ -46,23 +41,20 @@ def check_lidar_file(input_file: str) -> "laspy.LasData": if ext not in (".las", ".laz"): raise ValueError(f"Unsupported extension: {ext}") - # Read with LAZ backend handling + # Read with pdal try: - las = laspy.read(input_file) - except LaspyException as e: - error_msg = str(e) - if any(kw in error_msg for kw in ["No LazBackend", "cannot decompress", "LazBackend"]): - raise ImportError(f"LAZ error: {error_msg}\nInstall: pip install 'laspy[lazrs]' or 'lazrs'") from e - raise IOError(f"laspy read error: {error_msg}") from e + pipeline = pdal.Pipeline() | pdal.Reader.las(filename=input_file, override_srs=spatial_ref, nosrs=True) + arrays = pipeline.arrays + if not arrays: + raise IOError("No points read from file") + except Exception as e: + raise IOError(f"PDAL read error: {str(e)}") from e - # Conformity check - num_points = len(las.points) - header_count = getattr(las.header, "point_count", None) - if header_count and header_count != num_points: - logger.warning("Header points mismatch: %s vs %s", header_count, num_points) + num_points = len(arrays[0]) if num_points == 0: logger.warning("Empty file: %s", input_file) logger.info("✓ Valid LiDAR: %s (%s points)", input_file, num_points) - return las + + return pipeline diff --git a/test/pretreatment/test_filter_deviation_day_in_pointcloud.py b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py index 681fa5e..509cde5 100644 --- a/test/pretreatment/test_filter_deviation_day_in_pointcloud.py +++ b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py @@ -1,18 +1,18 @@ -import json import logging import os import shutil -from datetime import datetime, timedelta from pathlib import Path import numpy as np +import pdal -from lidar_for_fuel.pretreatment.filter_deviation_day_in_pointcloud import ( - filter_deviation_day, -) +from lidar_for_fuel.pretreatment.filter_deviation_day import filter_points_by_date logging.basicConfig(level=logging.INFO) + TMP_PATH = Path("./tmp/test_deviation_day") +SAMPLE_LAS = "./data/pointcloud/test_semis_2022_0897_6577_LA93_IGN69_decimation.laz" +OUTPUT_LAS = TMP_PATH / "filtered.laz" def setup_module(module): @@ -23,59 +23,37 @@ def setup_module(module): def test_filter_deviation_day(): - """Unit test: 10 points (2 out-of-date), filter and verify.""" - # GPS reference - ref_dt = datetime(2023, 1, 1, 12, 0, 0) - - # Dates order: indices 0-4:2023-01-15, 5:16, 6:20(OUT), 7:14, 8:10(OUT), 9:16 - dates = [ - datetime(2023, 1, 15, 12, 0), # 0 mode - datetime(2023, 1, 15, 12, 0), # 1 - datetime(2023, 1, 15, 12, 0), # 2 - datetime(2023, 1, 15, 12, 0), # 3 - datetime(2023, 1, 15, 12, 0), # 4 - datetime(2023, 1, 16, 12, 0), # 5 D+1 ✓ - datetime(2023, 1, 20, 12, 0), # 6 OUT D+5 ✗ - datetime(2023, 1, 14, 12, 0), # 7 D-1 ✓ - datetime(2023, 1, 10, 12, 0), # 8 OUT D-5 ✗ - datetime(2023, 1, 16, 12, 0), # 9 D+1 ✓ - ] - - gps_times = np.array([(d - ref_dt).total_seconds() for d in dates]) - n_points = len(gps_times) - - # Input point cloud (PDAL dimensions, fixed X for reproducible test) - ins = { - "X": np.arange(n_points) * 100.0, - "Y": np.arange(n_points) * 100.0, - "Z": np.arange(n_points) * 10.0, - "gps_time": gps_times, - "Intensity": np.arange(n_points, dtype=np.uint16), # fixed, no random - "ReturnNumber": np.ones(n_points, dtype=np.uint8), - } - - outs = {k: np.zeros_like(v) for k, v in ins.items()} - - pdalargs = json.dumps({"deviation_day": 2, "gpstime_ref": "2023-01-01 12:00:00"}) - - print("=== TEST filter_deviation_day ===") - print(f"Initial points: {n_points}") - unique_dates = np.unique([(ref_dt + timedelta(seconds=float(t))).date() for t in ins["gps_time"]]) - print("Unique dates:", unique_dates) - print("Out-of-date indices: 6(2023-01-20), 8(2023-01-10)") - - # Run filter - success = filter_deviation_day(ins, outs, pdalargs) - - print(f"Result: success={success}") - print(f"Points kept: {len(outs['X'])} (expected: 8/10)") - print("X after (kept indices 0-5,7,9):", outs["X"]) - kept_dates = np.unique([(ref_dt + timedelta(seconds=float(t))).date() for t in outs["gps_time"]]) - print("Dates kept (expected 14/15/16):", kept_dates) - - # Correct assertions (indices 6,8 removed → X: 0,100,200,300,400,500,700,900) - assert success is True, "Function must return True" - assert len(outs["X"]) == 8, f"Error: {len(outs['X'])} points instead of 8" - expected_x = np.array([0, 100, 200, 300, 400, 500, 700, 900]) - assert np.allclose(outs["X"], expected_x), f"Expected {expected_x}, got {outs['X']}" - print("TEST FULLY PASSED!") + # Initialisation du pipeline + pipeline = pdal.Pipeline() | pdal.Reader.las( + filename=SAMPLE_LAS, override_srs="epsg:2154", extra_dims="dtm_marker=uint8, dsm_marker=uint8", nosrs=True + ) + pipeline.execute() + arrays = pipeline.arrays + + num_points = len(arrays[0]) + print(f"Initial PDAL points: {num_points}") + + # Affichage des stats GpsTime + if len(arrays) > 0: + dims = arrays[0].dtype.names + print(f"Available dimensions: {list(dims)}") + + if "GpsTime" in dims: + GpsTime = arrays[0]["GpsTime"] + print(f"GpsTime min: {np.min(GpsTime):.2f}") + print(f"GpsTime max: {np.max(GpsTime):.2f}") + print(f"GpsTime mean: {np.mean(GpsTime):.2f}") + print(f"Number of unique GpsTime values: {np.unique(GpsTime).size}") + else: + print("No 'GpsTime' dimension found.") + else: + print("No arrays generated.") + + # Appel de la fonction de filtrage + filtered_pipeline = filter_points_by_date(pipeline, 2) + filtered_pipeline.execute() + filtered_arrays = filtered_pipeline.arrays + num_filtered = len(filtered_arrays[0]) + print(f"Nombre de points filtrés: {num_filtered}") + + assert num_filtered <= num_points diff --git a/test/pretreatment/test_normalize_height_in_pointcloud.py b/test/pretreatment/test_normalize_height_in_pointcloud.py new file mode 100644 index 0000000..1325a65 --- /dev/null +++ b/test/pretreatment/test_normalize_height_in_pointcloud.py @@ -0,0 +1,54 @@ +import os +import shutil +from datetime import UTC, datetime +from pathlib import Path + +import laspy +import numpy as np + +from lidar_for_fuel.pretreatment.normalize_height_in_pointcloud import normalize_height + +TMP_PATH = Path("./tmp/normalize_height") +SAMPLE_LAS = "./data/pointcloud/test_semis_2022_0897_6577_LA93_IGN69_decimation.laz" +OUTPUT_LAS = TMP_PATH / "normalized.laz" + + +def setup_module(module): + """Clean and recreate tmp directory before tests.""" + if TMP_PATH.is_dir(): + shutil.rmtree(TMP_PATH) + os.makedirs(TMP_PATH) + + +def test_normalize_height_in_pointcloud(): + """Test function produces valid normalized LasData object.""" + las_in = laspy.read(SAMPLE_LAS) + + gps_times = las_in.gps_time + gps_median = np.nanmedian(gps_times) + + # Offset LAS for Adjusted Standard GPS Time + offset = 1000000000.0 + unix_median = gps_median + offset + + # Conversion UTC + dt_median = datetime.fromtimestamp(unix_median, tz=UTC) + print("GPS time median:", dt_median.strftime("%Y-%m-%d %H:%M:%S")) + + classes = las_in.classification + print("Classes uniques :", np.unique(classes)) + + normalize_height( + SAMPLE_LAS, + OUTPUT_LAS, + "EPSG:2154", + "Classification", + [1, 2, 3, 4, 5], + height_filter=60.0, + ) + + assert OUTPUT_LAS.exists(), "Output file created" + + las_out = laspy.read(OUTPUT_LAS) + assert len(las_out.points) > 0, "Points preserved after processing" + assert "Z_ref" in las_out.point_format.dimension_names, "Z_ref dimension added" diff --git a/test/pretreatment/test_validate_lidar_file.py b/test/pretreatment/test_validate_lidar_file.py index 71d53db..f5c76c3 100644 --- a/test/pretreatment/test_validate_lidar_file.py +++ b/test/pretreatment/test_validate_lidar_file.py @@ -2,7 +2,7 @@ import shutil from pathlib import Path -import laspy +import pdal import pytest from lidar_for_fuel.pretreatment.validate_lidar_file import check_lidar_file @@ -20,37 +20,22 @@ def setup_module(module): def test_check_lidar_file_return_format_okay(): """Test function returns valid LasData object.""" - las = check_lidar_file(SAMPLE_LAS) - - assert isinstance(las, laspy.LasData) is True - assert len(las.points) > 0 - assert las.header.version == "1.4" - - -def test_check_lidar_file_empty(): - """Test empty file handling (warning but success).""" - # Create empty LAS file - empty_path = TMP_PATH / "empty.las" - las_empty = laspy.create(point_format=2, file_version="1.2") - las_empty.write(empty_path) - - las = check_lidar_file(str(empty_path)) - assert isinstance(las, laspy.LasData) is True - assert len(las.points) == 0 + pipeline = check_lidar_file(SAMPLE_LAS, "EPSG:2154") + assert isinstance(pipeline, pdal.Pipeline) + arrays = pipeline.arrays + assert len(arrays) == 1 + assert len(arrays[0]) > 0 # Fichier test a des points + metadata = pipeline.metadata + assert isinstance(metadata, dict) def test_check_lidar_file_unsupported_extension(): - """Test unsupported file extension.""" - bad_path = TMP_PATH / "test.txt" - bad_path.write_text("fake data") - + unsupported_path = TMP_PATH / "file.txt" + unsupported_path.write_text("fake") with pytest.raises(ValueError, match="Unsupported extension"): - check_lidar_file(str(bad_path)) + check_lidar_file(str(unsupported_path), "EPSG:2154") def test_check_lidar_file_not_exists(): - """Test non-existent file.""" - fake_path = TMP_PATH / "fake.las" - - with pytest.raises(FileNotFoundError, match="File not found"): - check_lidar_file(str(fake_path)) + with pytest.raises(FileNotFoundError): + check_lidar_file("nonexistent.laz", "EPSG:2154") From 9a9314206968eddcd187f8d3a634160702d94905 Mon Sep 17 00:00:00 2001 From: mdupays Date: Fri, 20 Feb 2026 15:41:27 +0100 Subject: [PATCH 05/10] add scripts for pretreatment points: check, filter deviation day and calculate normalize height --- CHANGELOG.md | 6 ++++ configs/config.yaml | 3 +- lidar_for_fuel/_version.py | 2 +- lidar_for_fuel/main_pretreatment.py | 33 +++++++++++-------- .../pretreatment/filter_deviation_day.py | 8 ++--- .../normalize_height_in_pointcloud.py | 27 ++++++++------- .../pretreatment/validate_lidar_file.py | 3 +- .../test_normalize_height_in_pointcloud.py | 5 +-- 8 files changed, 50 insertions(+), 37 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 923ed6f..10d231a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,9 @@ +# v1.0.0 +- Add function pretreatment : + - check data, + - filter by deviation day, + - calculate normalized height in pointcloud + # v0.0.2 - Add folder "configs" in Dockerfile diff --git a/configs/config.yaml b/configs/config.yaml index abc3dd4..4346ea3 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -18,8 +18,9 @@ pretreatment: dimension: Classification keep_values: [1, 2, 3, 4, 5, 9, 66] # Classes to keep filter_deviation: - gpstime_ref: "2011-09-14 01:46:40" deviation_day: 14 + filter_normalize: + height: 60 hydra: output_subdir: null diff --git a/lidar_for_fuel/_version.py b/lidar_for_fuel/_version.py index 536d454..4fa1832 100644 --- a/lidar_for_fuel/_version.py +++ b/lidar_for_fuel/_version.py @@ -1,4 +1,4 @@ -__version__ = "0.0.2" +__version__ = "1.0.0" if __name__ == "__main__": diff --git a/lidar_for_fuel/main_pretreatment.py b/lidar_for_fuel/main_pretreatment.py index df83872..0afe669 100644 --- a/lidar_for_fuel/main_pretreatment.py +++ b/lidar_for_fuel/main_pretreatment.py @@ -10,7 +10,8 @@ import hydra from omegaconf import DictConfig -from lidar_for_fuel.pretreatment.filter_deviation_day import run_filter_deviation_day +from lidar_for_fuel.pretreatment.filter_deviation_day import filter_points_by_date +from lidar_for_fuel.pretreatment.normalize_height_in_pointcloud import normalize_height from lidar_for_fuel.pretreatment.validate_lidar_file import check_lidar_file logger = logging.getLogger(__name__) @@ -52,30 +53,34 @@ def main_on_one_tile(filename): filename (str): filename to the LAS file """ tilename = os.path.splitext(filename)[0] # filename to the LAS file - input_file = os.path.join(input_dir, filename) # path to the LAS file + input_filename = os.path.join(input_dir, filename) # path to the LAS file + srid = config.io.spatial_reference logging.info(f"\nCheck data of 1 for tile : {tilename}") - pipeline_check_lidar = check_lidar_file(input_file) + pipeline_check_lidar = check_lidar_file(input_filename, srid) logging.info(f"\nFilter deviation day of 1 for tile : {tilename}") - deviation_days = config.pretreatment.filter_deviation.deviation_day - gpstime_ref = config.pretreatment.filter_deviation.gpstime_ref - las = run_filter_deviation_day(pipeline_check_lidar, deviation_days, gpstime_ref) + deviation_days = config.pretreatment.filter_deviation.deviation_day # deviation day + pipeline_filter_deviation_day = filter_points_by_date(pipeline_check_lidar, deviation_days) + + logging.info(f"\nCalculate normalize of 1 for tile : {tilename}") + # Generate output filenames + output_dir = config.io.output_dir + output_path = os.path.join(output_dir, filename) + # Parameters + dimension = config.pretreatment.filter.dimension + classes = config.pretreatment.filter.keep_values + height_value = config.pretreatment.filter_normalize.height + las = normalize_height(pipeline_filter_deviation_day, output_path, dimension, classes, height_value) return las if initial_las_filename: # Launch pretreatment by one tile: - las = main_on_one_tile(initial_las_filename) - print(f"✅ SUCCESS: {len(las.points)} points loaded") - print(f" Version: {las.header.version}") - print(f" Point format: {las.header.point_format}") + main_on_one_tile(initial_las_filename) else: # Lauch pretreatment tile by tile for file in os.listdir(input_dir): - las = main_on_one_tile(file) - print(f"✅ SUCCESS: {len(las.points)} points loaded") - print(f" Version: {las.header.version}") - print(f" Point format: {las.header.point_format}") + main_on_one_tile(file) if __name__ == "__main__": diff --git a/lidar_for_fuel/pretreatment/filter_deviation_day.py b/lidar_for_fuel/pretreatment/filter_deviation_day.py index 1518638..025a80f 100644 --- a/lidar_for_fuel/pretreatment/filter_deviation_day.py +++ b/lidar_for_fuel/pretreatment/filter_deviation_day.py @@ -8,19 +8,19 @@ import pdal -def filter_points_by_date(pdal_pipeline, deviation_day=1): +def filter_points_by_date(input_pipeline: pdal.Pipeline, deviation_day: int) -> pdal.Pipeline: """ Creates a PDAL pipeline to filter a LiDAR point cloud, keeping only acquisitions within the densest ±x day window. Args: - pdal_pipeline: Executed PDAL Pipeline object. - deviation_day: Number of days around the main acquisition day. + input_pipeline (pdal.Pipeline): Executed PDAL Pipeline object. + deviation_day (int): Number of days around the main acquisition day. Returns: pdal.Pipeline: Configured PDAL pipeline for filtering points. """ - arrays = pdal_pipeline.arrays + arrays = input_pipeline.arrays if len(arrays) == 0: raise ValueError("No arrays generated by the pipeline.") points = arrays[0] diff --git a/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py index 7342006..458d227 100644 --- a/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py +++ b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py @@ -10,33 +10,32 @@ def normalize_height( - input_file: str, + input_pipeline: pdal.Pipeline, output_file: str, - spatial_ref: str, filter_dimension: str, filter_values: List[int], height_filter: float = 60.0, ) -> None: """ - Pre-filtering and Normalize heights using TIN on ground points. + Normalize heights using TIN on ground points where dtm_marker = 1, + but calculate HeightAboveGround for all points. - Stepas are : + Steps: 1. Keep only points classified as 1-5 or 9. - 2. Normalyze height - 43 Remove points Z < height filter + 2. Split pipeline: use points with dtm_marker = 1 for TIN. + 3. Normalize height for all points using the TIN. + 4. Remove points with HeightAboveGround < height_filter. Args: - input_file: Input LAS/LAZ path. - output_file: Output LAS/LAZ path. - spatial_ref (str): spatial reference to use when reading las file. - filter_dimension (str): Name of the dimension along which to filter input points - (keep empty to disable input filter). + input_pipeline (pdal.Pipeline): Executed PDAL Pipeline object. + output_file (str): Output LAS/LAZ path. + filter_dimension (str): Name of the dimension along which to filter input points. filter_values (List[int]): Values to keep for input points along filter_dimension. - height_filter: Value to remove points too high (60 m default) + height_filter (float): Value to remove points too high (60 m default) """ - # Read with pdal - pipeline = pdal.Reader.las(filename=input_file, override_srs=spatial_ref, nosrs=True) + # Read pdal.Pipeline + pipeline = input_pipeline # Filter points by classification if filter_dimension and filter_values: diff --git a/lidar_for_fuel/pretreatment/validate_lidar_file.py b/lidar_for_fuel/pretreatment/validate_lidar_file.py index d8c08d6..ce75823 100644 --- a/lidar_for_fuel/pretreatment/validate_lidar_file.py +++ b/lidar_for_fuel/pretreatment/validate_lidar_file.py @@ -44,6 +44,7 @@ def check_lidar_file(input_file: str, spatial_ref: str) -> pdal.Pipeline: # Read with pdal try: pipeline = pdal.Pipeline() | pdal.Reader.las(filename=input_file, override_srs=spatial_ref, nosrs=True) + pipeline.execute() arrays = pipeline.arrays if not arrays: raise IOError("No points read from file") @@ -55,6 +56,6 @@ def check_lidar_file(input_file: str, spatial_ref: str) -> pdal.Pipeline: if num_points == 0: logger.warning("Empty file: %s", input_file) - logger.info("✓ Valid LiDAR: %s (%s points)", input_file, num_points) + logger.info("Valid LiDAR: %s (%s points)", input_file, num_points) return pipeline diff --git a/test/pretreatment/test_normalize_height_in_pointcloud.py b/test/pretreatment/test_normalize_height_in_pointcloud.py index 1325a65..4c22107 100644 --- a/test/pretreatment/test_normalize_height_in_pointcloud.py +++ b/test/pretreatment/test_normalize_height_in_pointcloud.py @@ -5,6 +5,7 @@ import laspy import numpy as np +import pdal from lidar_for_fuel.pretreatment.normalize_height_in_pointcloud import normalize_height @@ -23,6 +24,7 @@ def setup_module(module): def test_normalize_height_in_pointcloud(): """Test function produces valid normalized LasData object.""" las_in = laspy.read(SAMPLE_LAS) + input_pipeline = pdal.Reader.las(filename=SAMPLE_LAS, override_srs="EPSG:2154", nosrs=True) gps_times = las_in.gps_time gps_median = np.nanmedian(gps_times) @@ -39,9 +41,8 @@ def test_normalize_height_in_pointcloud(): print("Classes uniques :", np.unique(classes)) normalize_height( - SAMPLE_LAS, + input_pipeline, OUTPUT_LAS, - "EPSG:2154", "Classification", [1, 2, 3, 4, 5], height_filter=60.0, From 03b9d32d03b184a21b01441c032aec01ff5dc7d2 Mon Sep 17 00:00:00 2001 From: mdupays Date: Tue, 10 Mar 2026 16:43:43 +0100 Subject: [PATCH 06/10] refacto function filter_deviation_day and test refacto function with test --- configs/config.yaml | 4 + lidar_for_fuel/main_pretreatment.py | 5 +- .../pretreatment/filter_deviation_day.py | 155 +++++++-- ...test_filter_deviation_day_in_pointcloud.py | 302 +++++++++++++++--- 4 files changed, 386 insertions(+), 80 deletions(-) diff --git a/configs/config.yaml b/configs/config.yaml index 4346ea3..a1e77b6 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -19,6 +19,10 @@ pretreatment: keep_values: [1, 2, 3, 4, 5, 9, 66] # Classes to keep filter_deviation: deviation_day: 14 + # UNIX timestamp (seconds since 1970-01-01 UTC) corresponding to gpstime == 0. + # Default matches the R reference: as.POSIXct("2011-09-14 01:46:40") = 1315964800.0 + # Override this value if your LiDAR data uses a different GPS time origin. + gpstime_ref_unix: 1315964800.0 filter_normalize: height: 60 diff --git a/lidar_for_fuel/main_pretreatment.py b/lidar_for_fuel/main_pretreatment.py index 0afe669..23247e7 100644 --- a/lidar_for_fuel/main_pretreatment.py +++ b/lidar_for_fuel/main_pretreatment.py @@ -59,8 +59,9 @@ def main_on_one_tile(filename): pipeline_check_lidar = check_lidar_file(input_filename, srid) logging.info(f"\nFilter deviation day of 1 for tile : {tilename}") - deviation_days = config.pretreatment.filter_deviation.deviation_day # deviation day - pipeline_filter_deviation_day = filter_points_by_date(pipeline_check_lidar, deviation_days) + deviation_days = config.pretreatment.filter_deviation.deviation_day + gpstime_ref_unix = config.pretreatment.filter_deviation.gpstime_ref_unix + pipeline_filter_deviation_day = filter_points_by_date(pipeline_check_lidar, deviation_days, gpstime_ref_unix) logging.info(f"\nCalculate normalize of 1 for tile : {tilename}") # Generate output filenames diff --git a/lidar_for_fuel/pretreatment/filter_deviation_day.py b/lidar_for_fuel/pretreatment/filter_deviation_day.py index 025a80f..b4a6426 100644 --- a/lidar_for_fuel/pretreatment/filter_deviation_day.py +++ b/lidar_for_fuel/pretreatment/filter_deviation_day.py @@ -1,56 +1,151 @@ """ -Keep points within deviation_day around the most frequent acquisition day. +Keep points within a ±deviation_day window around the most densely sampled acquisition day. """ import json -from collections import defaultdict +import logging +import math +import warnings import numpy as np import pdal +logger = logging.getLogger(__name__) + +_SECONDS_PER_DAY = 86_400.0 +_EPSILON = 1e-3 # 1 ms — smaller than any realistic GpsTime resolution + + +def gpstime_to_day_index(gpstime: np.ndarray, gpstime_ref_unix: float) -> np.ndarray: + """Convert a GpsTime array (relative seconds) to integer UTC day indices. + + Each value is floored to midnight UTC, expressed as *days since the + UNIX epoch* (1970-01-01). + + Args: + gpstime (np.ndarray): 1-D array of relative GPS timestamps (seconds). + gpstime_ref_unix (float): UNIX timestamp of the GPS reference epoch. + + Returns: + np.ndarray: Integer array of shape ``(n,)`` with UNIX day indices. -def filter_points_by_date(input_pipeline: pdal.Pipeline, deviation_day: int) -> pdal.Pipeline: """ - Creates a PDAL pipeline to filter a LiDAR point cloud, - keeping only acquisitions within the densest ±x day window. + unix_time = gpstime + gpstime_ref_unix + return np.floor(unix_time / _SECONDS_PER_DAY).astype(np.int64) + + +def modal_day(day_index: np.ndarray) -> int: + """Return the UNIX day index of the most densely sampled calendar day. + + Args: + day_index (np.ndarray): Integer array of UNIX day indices (one per point). + + Returns: + int: UNIX day index of the mode. + + """ + unique_days, counts = np.unique(day_index, return_counts=True) + return int(unique_days[counts.argmax()]) + + +def compute_gpstime_window( + main_day: int, + deviation_day: int | float, + gpstime_ref_unix: float, +) -> tuple[float, float]: + """Compute the GpsTime [t_min, t_max] filter window. + + The window covers all calendar days in + ``[main_day - deviation_day, main_day + deviation_day]``. + ``t_max`` is nudged inward by ``_EPSILON`` so that a point landing + exactly on midnight of ``day_hi + 1`` is excluded. + + Args: + main_day (int): UNIX day index of the modal acquisition day. + deviation_day (int | float): Half-width of the window in days. + gpstime_ref_unix (float): UNIX timestamp of the GPS reference epoch. + + Returns: + tuple[float, float]: ``(t_min, t_max)`` in GpsTime space + """ + day_lo = main_day - int(deviation_day) + day_hi = main_day + int(deviation_day) + t_min = max(day_lo, 0) * _SECONDS_PER_DAY - gpstime_ref_unix + t_max = (day_hi + 1) * _SECONDS_PER_DAY - gpstime_ref_unix - _EPSILON + return t_min, t_max + + +def filter_points_by_date( + input_pipeline: pdal.Pipeline, + deviation_day: int | float, + gpstime_ref_unix: float, +) -> pdal.Pipeline: + """ + Filter a LiDAR point cloud, keeping only points acquired within + [main_day - deviation_day, main_day + deviation_day], where *main_day* + is the calendar day that contains the most points. Args: input_pipeline (pdal.Pipeline): Executed PDAL Pipeline object. - deviation_day (int): Number of days around the main acquisition day. + deviation_day (int | float): Number of days around the main acquisition day. + Pass ``math.inf`` to skip filtering entirely. + gpstime_ref_unix (float): UNIX timestamp (seconds since 1970-01-01 UTC) Returns: - pdal.Pipeline: Configured PDAL pipeline for filtering points. + pdal.Pipeline: A new, configured-but-not-yet-executed PDAL Pipeline restricted to + the selected time window. + + Raises: + ValueError: If the pipeline produced no arrays, if the point cloud + lacks a ``GpsTime`` dimension, or if ``deviation_day`` is negative. """ + if not math.isinf(deviation_day) and deviation_day < 0: + raise ValueError(f"deviation_day must be >= 0 or math.inf, got {deviation_day!r}") + arrays = input_pipeline.arrays - if len(arrays) == 0: - raise ValueError("No arrays generated by the pipeline.") + if not arrays: + raise ValueError("No arrays produced by the pipeline.") + points = arrays[0] - # Check for GpsTime field if "GpsTime" not in points.dtype.names: - raise ValueError("Point cloud does not contain a 'GpsTime' field.") - - # Extract timestamps - timestamps = points["GpsTime"] + raise ValueError("Point cloud does not contain a 'GpsTime' dimension.") - # Convert to days (Unix timestamp in seconds) - days = np.floor(timestamps / (24 * 3600)) + if math.isinf(deviation_day): + logger.debug("deviation_day is Inf — no filtering applied.") + return input_pipeline - # Count points per day - day_counts = defaultdict(int) - for day in days: - day_counts[day] += 1 + n_total = len(points) - # Find the day with the most points - main_day = max(day_counts.items(), key=lambda x: x[1])[0] + day_index = gpstime_to_day_index(points["GpsTime"], gpstime_ref_unix) + main_day_idx = modal_day(day_index) + t_min, t_max = compute_gpstime_window(main_day_idx, deviation_day, gpstime_ref_unix) - # Define the day window to keep - min_day = main_day - deviation_day - max_day = main_day + deviation_day + unix_time = points["GpsTime"] + gpstime_ref_unix + day_lo = main_day_idx - int(deviation_day) + day_hi = main_day_idx + int(deviation_day) + n_retained = int( + np.sum((unix_time >= max(day_lo, 0) * _SECONDS_PER_DAY) & (unix_time < (day_hi + 1) * _SECONDS_PER_DAY)) + ) + pct_removed = (1 - n_retained / n_total) * 100 + if pct_removed > 0: + warnings.warn( + f"Careful {round(pct_removed)} % of the returns were removed because they had a " + f"deviation of days around the most abundant date greater than your threshold " + f"({deviation_day} days).", + UserWarning, + stacklevel=2, + ) - # Create PDAL pipeline using range filter for timestamps - filter_pipeline_json = { - "pipeline": [{"type": "filters.range", "limits": f"GpsTime[{min_day*24*3600}:{max_day*24*3600}]"}] - } + unique_days = np.unique(day_index) + logger.debug( + "Main day index: %d | GpsTime window [%.1f, %.1f) | %d/%d days retained | %.1f %% points removed", + main_day_idx, + t_min, + t_max, + int(np.sum((unique_days >= day_lo) & (unique_days <= day_hi))), + len(unique_days), + pct_removed, + ) - # Return a PDAL Pipeline object + filter_pipeline_json = {"pipeline": [{"type": "filters.range", "limits": f"GpsTime[{t_min}:{t_max}]"}]} return pdal.Pipeline(json.dumps(filter_pipeline_json), arrays=[points]) diff --git a/test/pretreatment/test_filter_deviation_day_in_pointcloud.py b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py index 509cde5..e30bc1d 100644 --- a/test/pretreatment/test_filter_deviation_day_in_pointcloud.py +++ b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py @@ -1,59 +1,265 @@ -import logging -import os -import shutil -from pathlib import Path +import json +import math +import warnings +from datetime import datetime, timezone import numpy as np import pdal +import pytest -from lidar_for_fuel.pretreatment.filter_deviation_day import filter_points_by_date +from lidar_for_fuel.pretreatment.filter_deviation_day import ( + compute_gpstime_window, + filter_points_by_date, + gpstime_to_day_index, + modal_day, +) -logging.basicConfig(level=logging.INFO) +_SECONDS_PER_DAY = 86_400.0 +_EPSILON = 1e-3 -TMP_PATH = Path("./tmp/test_deviation_day") -SAMPLE_LAS = "./data/pointcloud/test_semis_2022_0897_6577_LA93_IGN69_decimation.laz" -OUTPUT_LAS = TMP_PATH / "filtered.laz" +_N = 9 +_DEVIATION_DAYS = 2 +_GPSTIME_REF_ISO = "2023-01-01 00:00:00" -def setup_module(module): - """Setup: clean and create tmp directory.""" - if TMP_PATH.is_dir(): - shutil.rmtree(TMP_PATH) - os.makedirs(TMP_PATH) +def _gpstime_ref_unix(iso: str) -> float: + """Convert an ISO-8601 UTC string to a UNIX timestamp.""" + dt = datetime.fromisoformat(iso).replace(tzinfo=timezone.utc) + return dt.timestamp() -def test_filter_deviation_day(): - # Initialisation du pipeline - pipeline = pdal.Pipeline() | pdal.Reader.las( - filename=SAMPLE_LAS, override_srs="epsg:2154", extra_dims="dtm_marker=uint8, dsm_marker=uint8", nosrs=True - ) +def _make_pipeline(gpstime: np.ndarray, rng: np.random.Generator) -> pdal.Pipeline: + """Build a minimal executed PDAL Pipeline from a 1-D GpsTime array.""" + n = len(gpstime) + dtype = np.dtype([("X", np.float64), ("Y", np.float64), ("Z", np.float64), ("GpsTime", np.float64)]) + points = np.zeros(n, dtype=dtype) + points["X"] = rng.random(n) + points["Y"] = rng.random(n) + points["Z"] = rng.random(n) + points["GpsTime"] = gpstime + pipeline = pdal.Pipeline(json.dumps({"pipeline": []}), arrays=[points]) pipeline.execute() - arrays = pipeline.arrays - - num_points = len(arrays[0]) - print(f"Initial PDAL points: {num_points}") - - # Affichage des stats GpsTime - if len(arrays) > 0: - dims = arrays[0].dtype.names - print(f"Available dimensions: {list(dims)}") - - if "GpsTime" in dims: - GpsTime = arrays[0]["GpsTime"] - print(f"GpsTime min: {np.min(GpsTime):.2f}") - print(f"GpsTime max: {np.max(GpsTime):.2f}") - print(f"GpsTime mean: {np.mean(GpsTime):.2f}") - print(f"Number of unique GpsTime values: {np.unique(GpsTime).size}") - else: - print("No 'GpsTime' dimension found.") - else: - print("No arrays generated.") - - # Appel de la fonction de filtrage - filtered_pipeline = filter_points_by_date(pipeline, 2) - filtered_pipeline.execute() - filtered_arrays = filtered_pipeline.arrays - num_filtered = len(filtered_arrays[0]) - print(f"Nombre de points filtrés: {num_filtered}") - - assert num_filtered <= num_points + return pipeline + + +@pytest.fixture() +def gpstime_ref_unix() -> float: + return _gpstime_ref_unix(_GPSTIME_REF_ISO) + + +@pytest.fixture() +def rng() -> np.random.Generator: + return np.random.default_rng(42) + + +class TestGpstimeToDataIndex: + """ + Reference derivation (ref = 0, i.e. GPS epoch = UNIX epoch) + ------------------------------------------------------------ + GpsTime | UNIX time (s) | UNIX day (floor) + ---------|-----------------|------------------ + 0.0 | 0.0 | 0 (midnight day 0) + 0.5d | 43 200.0 | 0 (noon day 0) + 1.0d | 86 400.0 | 1 (midnight day 1) + 1.9d | 164 160.0 | 1 (end of day 1) + 2.0d | 172 800.0 | 2 (midnight day 2) + + With ref = 1 day (86 400 s): + GpsTime = 0.5d → UNIX = 1.5d → day index = 1 + GpsTime = -0.5d (before ref epoch) → UNIX = 0.5d → day index = 0 + """ + + def test_midday_maps_to_correct_day_zero_ref(self): + gpstime = np.array([0.5, 1.5, 2.5]) * _SECONDS_PER_DAY + result = gpstime_to_day_index(gpstime, gpstime_ref_unix=0.0) + np.testing.assert_array_equal(result, [0, 1, 2]) + + def test_midnight_boundary_floors_to_new_day(self): + gpstime = np.array([1.0]) * _SECONDS_PER_DAY + result = gpstime_to_day_index(gpstime, gpstime_ref_unix=0.0) + np.testing.assert_array_equal(result, [1]) + + def test_nonzero_ref_shifts_day_correctly(self): + ref = 1_673_308_800.0 + gpstime = np.array([0.5 * _SECONDS_PER_DAY]) + result = gpstime_to_day_index(gpstime, gpstime_ref_unix=ref) + np.testing.assert_array_equal(result, [19_367]) + + def test_multiple_points_same_day(self): + gpstime = np.array([0.0, 1000.0, 43_200.0, 86_399.999]) + result = gpstime_to_day_index(gpstime, gpstime_ref_unix=0.0) + np.testing.assert_array_equal(result, [0, 0, 0, 0]) + + +class TestModalDay: + def test_clear_modal_day(self): + assert modal_day(np.array([10, 10, 10, 11, 12])) == 10 + + def test_modal_day_not_first_in_array(self): + assert modal_day(np.array([5, 5, 6, 6, 6, 7])) == 6 + + def test_single_point(self): + assert modal_day(np.array([42])) == 42 + + def test_tie_returns_smallest_day(self): + assert modal_day(np.array([3, 3, 7, 7])) == 3 + + +class TestComputeGpstimeWindow: + def test_symmetric_window_zero_ref(self): + t_min, t_max = compute_gpstime_window(main_day=5, deviation_day=1, gpstime_ref_unix=0.0) + assert t_min == pytest.approx(345_600.0) + assert t_max == pytest.approx(604_800.0 - _EPSILON) + + def test_symmetric_window_nonzero_ref(self): + ref = 1_673_308_800.0 + t_min, t_max = compute_gpstime_window(main_day=19_372, deviation_day=1, gpstime_ref_unix=ref) + assert t_min == pytest.approx(345_600.0) + assert t_max == pytest.approx(604_800.0 - _EPSILON) + + def test_zero_deviation_covers_only_modal_day(self): + t_min, t_max = compute_gpstime_window(main_day=5, deviation_day=0, gpstime_ref_unix=0.0) + assert t_min == pytest.approx(5 * _SECONDS_PER_DAY) + assert t_max == pytest.approx(6 * _SECONDS_PER_DAY - _EPSILON) + + def test_tmax_strictly_excludes_next_day_midnight(self): + t_min, t_max = compute_gpstime_window(main_day=5, deviation_day=2, gpstime_ref_unix=0.0) + day_hi_plus_one_midnight = (5 + 2 + 1) * _SECONDS_PER_DAY + assert t_max == pytest.approx(day_hi_plus_one_midnight - _EPSILON) + + def test_day_lo_clamps_to_zero(self): + t_min, _ = compute_gpstime_window(main_day=1, deviation_day=5, gpstime_ref_unix=0.0) + assert t_min == pytest.approx(0.0) + + +def test_multiday_filters_correct_number_of_points_and_warns(gpstime_ref_unix, rng): + gpstime_regular = np.arange(1, 101, dtype=np.float64) * _SECONDS_PER_DAY + gpstime_extra = (rng.random(_N) + 50) * _SECONDS_PER_DAY + gpstime = np.concatenate([gpstime_regular, gpstime_extra]) + + pipeline = _make_pipeline(gpstime, rng) + + with pytest.warns(UserWarning, match=r"% of the returns were removed"): + result_pipeline = filter_points_by_date( + pipeline, + deviation_day=_DEVIATION_DAYS, + gpstime_ref_unix=gpstime_ref_unix, + ) + + result_pipeline.execute() + n_result = len(result_pipeline.arrays[0]) + expected = _DEVIATION_DAYS * 2 + _N + 1 # = 14 + assert n_result == expected, f"Expected {expected} points after filtering, got {n_result}" + + +def test_single_day_no_filtering(gpstime_ref_unix, rng): + n_total = 100 + _N + gpstime = rng.random(n_total) * _SECONDS_PER_DAY + pipeline = _make_pipeline(gpstime, rng) + + with warnings.catch_warnings(): + warnings.simplefilter("error") + result_pipeline = filter_points_by_date( + pipeline, + deviation_day=_DEVIATION_DAYS, + gpstime_ref_unix=gpstime_ref_unix, + ) + + result_pipeline.execute() + n_result = len(result_pipeline.arrays[0]) + assert n_result == n_total, f"Expected all {n_total} points to be retained, got {n_result}" + + +def test_infinite_deviation_returns_all_points(gpstime_ref_unix, rng): + gpstime = np.arange(1, 101, dtype=np.float64) * _SECONDS_PER_DAY + pipeline = _make_pipeline(gpstime, rng) + n_total = len(pipeline.arrays[0]) + + result = filter_points_by_date(pipeline, deviation_day=math.inf, gpstime_ref_unix=gpstime_ref_unix) + assert result is pipeline + assert len(result.arrays[0]) == n_total + + +def test_negative_deviation_raises(gpstime_ref_unix, rng): + gpstime = np.arange(1, 10, dtype=np.float64) * _SECONDS_PER_DAY + pipeline = _make_pipeline(gpstime, rng) + + with pytest.raises(ValueError, match="deviation_day must be >= 0"): + filter_points_by_date(pipeline, deviation_day=-1, gpstime_ref_unix=gpstime_ref_unix) + + +def test_missing_gpstime_dimension_raises(gpstime_ref_unix): + n = 10 + dtype = np.dtype([("X", np.float64), ("Y", np.float64), ("Z", np.float64)]) + points = np.zeros(n, dtype=dtype) + pipeline = pdal.Pipeline(json.dumps({"pipeline": []}), arrays=[points]) + pipeline.execute() + + with pytest.raises(ValueError, match="GpsTime"): + filter_points_by_date(pipeline, deviation_day=2, gpstime_ref_unix=gpstime_ref_unix) + + +def test_gpstime_window_correctness(rng): + """ + Verify two things simultaneously: + A) the ``filters.range`` limits in the returned PDAL pipeline JSON + match the expected t_min / t_max computed by hand; + B) the GpsTime values of the deterministic retained points match + a hardcoded reference list exactly. + + """ + GPSTIME_REF_UNIX = 1_673_308_800.0 + DEVIATION_DAY = 1 + + EXPECTED_T_MIN = 345_600.0 + EXPECTED_T_MAX = 604_800.0 - _EPSILON + + EXPECTED_RETAINED_MIDPOINTS = np.array([388_800.0, 475_200.0, 561_600.0], dtype=np.float64) + EXCLUDED_MIDPOINTS = np.array( + [(day + 0.5) * _SECONDS_PER_DAY for day in list(range(0, 4)) + list(range(7, 10))], + dtype=np.float64, + ) + + # Build input + n_days = 10 + gpstime_per_day = (np.arange(n_days, dtype=np.float64) + 0.5) * _SECONDS_PER_DAY + n_extra = 20 + gpstime_modal = (rng.random(n_extra) + 5) * _SECONDS_PER_DAY + gpstime_input = np.concatenate([gpstime_per_day, gpstime_modal]) + pipeline = _make_pipeline(gpstime_input, rng) + + with pytest.warns(UserWarning, match=r"% of the returns were removed"): + result_pipeline = filter_points_by_date( + pipeline, deviation_day=DEVIATION_DAY, gpstime_ref_unix=GPSTIME_REF_UNIX + ) + + # --- Check A: PDAL pipeline limits --- + pipeline_spec = json.loads(result_pipeline.pipeline) + range_stages = [s for s in pipeline_spec["pipeline"] if isinstance(s, dict) and s.get("type") == "filters.range"] + assert len(range_stages) == 1, ( + f"Expected exactly one filters.range stage, found {len(range_stages)}.\n" + f"Full pipeline: {json.dumps(pipeline_spec, indent=2)}" + ) + limits_str = range_stages[0]["limits"] + prefix_len = len("GpsTime[") + inner = limits_str[prefix_len:-1] + parsed_t_min, parsed_t_max = (float(v) for v in inner.split(":")) + + assert parsed_t_min == pytest.approx( + EXPECTED_T_MIN, abs=1e-6 + ), f"t_min: got {parsed_t_min}, expected {EXPECTED_T_MIN}" + assert parsed_t_max == pytest.approx( + EXPECTED_T_MAX, abs=1e-6 + ), f"t_max: got {parsed_t_max}, expected {EXPECTED_T_MAX}" + + # --- Check B: retained GpsTime values vs hardcoded reference --- + result_pipeline.execute() + retained = result_pipeline.arrays[0]["GpsTime"] + + assert ( + len(retained) == len(EXPECTED_RETAINED_MIDPOINTS) + n_extra + ), f"Expected {len(EXPECTED_RETAINED_MIDPOINTS) + n_extra} points, got {len(retained)}" + for ref_val in EXPECTED_RETAINED_MIDPOINTS: + assert np.sum(retained == ref_val) == 1, f"GpsTime={ref_val} should appear exactly once in retained points." + for excl_val in EXCLUDED_MIDPOINTS: + assert excl_val not in retained, f"GpsTime={excl_val} (excluded day) must not appear in retained points." From e136d536b63c1e155622b13e636dd1d06c5f7d5f Mon Sep 17 00:00:00 2001 From: mdupays Date: Thu, 12 Mar 2026 11:04:08 +0100 Subject: [PATCH 07/10] refacto filter_deviation_day and update config --- .flake8 | 3 +- configs/config.yaml | 8 +- lidar_for_fuel/main_pretreatment.py | 8 +- .../pretreatment/filter_deviation_day.py | 151 +++++---------- ...test_filter_deviation_day_in_pointcloud.py | 183 ++++-------------- 5 files changed, 93 insertions(+), 260 deletions(-) diff --git a/.flake8 b/.flake8 index ec4d2a5..50d5de0 100644 --- a/.flake8 +++ b/.flake8 @@ -1,2 +1,3 @@ [flake8] -max-line-length = 119 \ No newline at end of file +max-line-length = 119 +extend-ignore = E203 \ No newline at end of file diff --git a/configs/config.yaml b/configs/config.yaml index a1e77b6..b435b4e 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -18,11 +18,11 @@ pretreatment: dimension: Classification keep_values: [1, 2, 3, 4, 5, 9, 66] # Classes to keep filter_deviation: - deviation_day: 14 - # UNIX timestamp (seconds since 1970-01-01 UTC) corresponding to gpstime == 0. - # Default matches the R reference: as.POSIXct("2011-09-14 01:46:40") = 1315964800.0 + deviation_days: 14 + # ISO-8601 UTC string corresponding to gpstime == 0. + # Default matches the R reference: as.POSIXct("2011-09-14 01:46:40") # Override this value if your LiDAR data uses a different GPS time origin. - gpstime_ref_unix: 1315964800.0 + gpstime_ref: "2011-09-14 01:46:40" filter_normalize: height: 60 diff --git a/lidar_for_fuel/main_pretreatment.py b/lidar_for_fuel/main_pretreatment.py index 23247e7..10074a9 100644 --- a/lidar_for_fuel/main_pretreatment.py +++ b/lidar_for_fuel/main_pretreatment.py @@ -10,7 +10,7 @@ import hydra from omegaconf import DictConfig -from lidar_for_fuel.pretreatment.filter_deviation_day import filter_points_by_date +from lidar_for_fuel.pretreatment.filter_deviation_day import filter_deviation_day from lidar_for_fuel.pretreatment.normalize_height_in_pointcloud import normalize_height from lidar_for_fuel.pretreatment.validate_lidar_file import check_lidar_file @@ -59,9 +59,9 @@ def main_on_one_tile(filename): pipeline_check_lidar = check_lidar_file(input_filename, srid) logging.info(f"\nFilter deviation day of 1 for tile : {tilename}") - deviation_days = config.pretreatment.filter_deviation.deviation_day - gpstime_ref_unix = config.pretreatment.filter_deviation.gpstime_ref_unix - pipeline_filter_deviation_day = filter_points_by_date(pipeline_check_lidar, deviation_days, gpstime_ref_unix) + deviation_days = config.pretreatment.filter_deviation.deviation_days + gpstime_ref = config.pretreatment.filter_deviation.gpstime_ref + pipeline_filter_deviation_day = filter_deviation_day(pipeline_check_lidar, deviation_days, gpstime_ref) logging.info(f"\nCalculate normalize of 1 for tile : {tilename}") # Generate output filenames diff --git a/lidar_for_fuel/pretreatment/filter_deviation_day.py b/lidar_for_fuel/pretreatment/filter_deviation_day.py index b4a6426..7050015 100644 --- a/lidar_for_fuel/pretreatment/filter_deviation_day.py +++ b/lidar_for_fuel/pretreatment/filter_deviation_day.py @@ -1,10 +1,10 @@ -""" -Keep points within a ±deviation_day window around the most densely sampled acquisition day. -""" +"""Keep points within a ±deviation_days window around the most densely sampled acquisition day.""" + import json -import logging -import math -import warnings +import logging +import math +import warnings +from datetime import datetime, timezone import numpy as np import pdal @@ -15,93 +15,36 @@ _EPSILON = 1e-3 # 1 ms — smaller than any realistic GpsTime resolution -def gpstime_to_day_index(gpstime: np.ndarray, gpstime_ref_unix: float) -> np.ndarray: - """Convert a GpsTime array (relative seconds) to integer UTC day indices. - - Each value is floored to midnight UTC, expressed as *days since the - UNIX epoch* (1970-01-01). - - Args: - gpstime (np.ndarray): 1-D array of relative GPS timestamps (seconds). - gpstime_ref_unix (float): UNIX timestamp of the GPS reference epoch. - - Returns: - np.ndarray: Integer array of shape ``(n,)`` with UNIX day indices. - - """ - unix_time = gpstime + gpstime_ref_unix - return np.floor(unix_time / _SECONDS_PER_DAY).astype(np.int64) - - -def modal_day(day_index: np.ndarray) -> int: - """Return the UNIX day index of the most densely sampled calendar day. - - Args: - day_index (np.ndarray): Integer array of UNIX day indices (one per point). - - Returns: - int: UNIX day index of the mode. - - """ - unique_days, counts = np.unique(day_index, return_counts=True) - return int(unique_days[counts.argmax()]) - - -def compute_gpstime_window( - main_day: int, - deviation_day: int | float, - gpstime_ref_unix: float, -) -> tuple[float, float]: - """Compute the GpsTime [t_min, t_max] filter window. - - The window covers all calendar days in - ``[main_day - deviation_day, main_day + deviation_day]``. - ``t_max`` is nudged inward by ``_EPSILON`` so that a point landing - exactly on midnight of ``day_hi + 1`` is excluded. - - Args: - main_day (int): UNIX day index of the modal acquisition day. - deviation_day (int | float): Half-width of the window in days. - gpstime_ref_unix (float): UNIX timestamp of the GPS reference epoch. - - Returns: - tuple[float, float]: ``(t_min, t_max)`` in GpsTime space - """ - day_lo = main_day - int(deviation_day) - day_hi = main_day + int(deviation_day) - t_min = max(day_lo, 0) * _SECONDS_PER_DAY - gpstime_ref_unix - t_max = (day_hi + 1) * _SECONDS_PER_DAY - gpstime_ref_unix - _EPSILON - return t_min, t_max - - -def filter_points_by_date( - input_pipeline: pdal.Pipeline, - deviation_day: int | float, - gpstime_ref_unix: float, +def filter_deviation_day( + pipeline: pdal.Pipeline, + deviation_days: int | float = 14, + gpstime_ref: str = "2011-09-14 01:46:40", ) -> pdal.Pipeline: - """ - Filter a LiDAR point cloud, keeping only points acquired within - [main_day - deviation_day, main_day + deviation_day], where *main_day* - is the calendar day that contains the most points. + """Filter a LiDAR point cloud keeping only points acquired within ±deviation_days + around the most densely sampled calendar day. + + Equivalent to the R function ``filter_date_mode()`` from lidR. Args: - input_pipeline (pdal.Pipeline): Executed PDAL Pipeline object. - deviation_day (int | float): Number of days around the main acquisition day. - Pass ``math.inf`` to skip filtering entirely. - gpstime_ref_unix (float): UNIX timestamp (seconds since 1970-01-01 UTC) + pipeline (pdal.Pipeline): Executed PDAL Pipeline object. + deviation_days (int | float): Half-width of the retention window in days. + Pass ``math.inf`` to skip filtering entirely. Default: 14. + gpstime_ref (str): ISO-8601 UTC string of the GPS time reference epoch. + Default: "2011-09-14 01:46:40". Returns: - pdal.Pipeline: A new, configured-but-not-yet-executed PDAL Pipeline restricted to - the selected time window. + pdal.Pipeline: A new, configured-but-not-yet-executed PDAL Pipeline restricted + to the selected time window, or the original pipeline unchanged if + ``deviation_days`` is infinite. Raises: - ValueError: If the pipeline produced no arrays, if the point cloud - lacks a ``GpsTime`` dimension, or if ``deviation_day`` is negative. + ValueError: If the pipeline has no arrays, lacks a ``GpsTime`` dimension, + or if ``deviation_days`` is negative. """ - if not math.isinf(deviation_day) and deviation_day < 0: - raise ValueError(f"deviation_day must be >= 0 or math.inf, got {deviation_day!r}") + if not math.isinf(deviation_days) and deviation_days < 0: + raise ValueError(f"deviation_days must be >= 0 or math.inf, got {deviation_days!r}") - arrays = input_pipeline.arrays + arrays = pipeline.arrays if not arrays: raise ValueError("No arrays produced by the pipeline.") @@ -110,19 +53,28 @@ def filter_points_by_date( if "GpsTime" not in points.dtype.names: raise ValueError("Point cloud does not contain a 'GpsTime' dimension.") - if math.isinf(deviation_day): - logger.debug("deviation_day is Inf — no filtering applied.") - return input_pipeline + if math.isinf(deviation_days): + logger.debug("deviation_days is Inf — no filtering applied.") + return pipeline + gpstime_ref_unix = datetime.fromisoformat(gpstime_ref).replace(tzinfo=timezone.utc).timestamp() n_total = len(points) - day_index = gpstime_to_day_index(points["GpsTime"], gpstime_ref_unix) - main_day_idx = modal_day(day_index) - t_min, t_max = compute_gpstime_window(main_day_idx, deviation_day, gpstime_ref_unix) - + # Convert GpsTime to absolute UNIX time and floor to calendar day unix_time = points["GpsTime"] + gpstime_ref_unix - day_lo = main_day_idx - int(deviation_day) - day_hi = main_day_idx + int(deviation_day) + day_index = np.floor(unix_time / _SECONDS_PER_DAY).astype(np.int64) + + # Find the modal day (most abundantly sampled) + unique_days, counts = np.unique(day_index, return_counts=True) + modal_day = int(unique_days[counts.argmax()]) + + # Compute the GpsTime filter window [t_min, t_max] + day_lo = modal_day - int(deviation_days) + day_hi = modal_day + int(deviation_days) + t_min = max(day_lo, 0) * _SECONDS_PER_DAY - gpstime_ref_unix + t_max = (day_hi + 1) * _SECONDS_PER_DAY - gpstime_ref_unix - _EPSILON + + # Warn about removed points n_retained = int( np.sum((unix_time >= max(day_lo, 0) * _SECONDS_PER_DAY) & (unix_time < (day_hi + 1) * _SECONDS_PER_DAY)) ) @@ -131,21 +83,18 @@ def filter_points_by_date( warnings.warn( f"Careful {round(pct_removed)} % of the returns were removed because they had a " f"deviation of days around the most abundant date greater than your threshold " - f"({deviation_day} days).", + f"({deviation_days} days).", UserWarning, stacklevel=2, ) - unique_days = np.unique(day_index) logger.debug( - "Main day index: %d | GpsTime window [%.1f, %.1f) | %d/%d days retained | %.1f %% points removed", - main_day_idx, + "Modal day: %d | GpsTime window [%.1f, %.1f] | %.1f%% points removed", + modal_day, t_min, t_max, - int(np.sum((unique_days >= day_lo) & (unique_days <= day_hi))), - len(unique_days), pct_removed, ) - filter_pipeline_json = {"pipeline": [{"type": "filters.range", "limits": f"GpsTime[{t_min}:{t_max}]"}]} - return pdal.Pipeline(json.dumps(filter_pipeline_json), arrays=[points]) + filter_json = {"pipeline": [{"type": "filters.range", "limits": f"GpsTime[{t_min}:{t_max}]"}]} + return pdal.Pipeline(json.dumps(filter_json), arrays=[points]) diff --git a/test/pretreatment/test_filter_deviation_day_in_pointcloud.py b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py index e30bc1d..bffe2c1 100644 --- a/test/pretreatment/test_filter_deviation_day_in_pointcloud.py +++ b/test/pretreatment/test_filter_deviation_day_in_pointcloud.py @@ -1,31 +1,19 @@ import json import math import warnings -from datetime import datetime, timezone import numpy as np import pdal import pytest -from lidar_for_fuel.pretreatment.filter_deviation_day import ( - compute_gpstime_window, - filter_points_by_date, - gpstime_to_day_index, - modal_day, -) +from lidar_for_fuel.pretreatment.filter_deviation_day import filter_deviation_day _SECONDS_PER_DAY = 86_400.0 _EPSILON = 1e-3 _N = 9 _DEVIATION_DAYS = 2 -_GPSTIME_REF_ISO = "2023-01-01 00:00:00" - - -def _gpstime_ref_unix(iso: str) -> float: - """Convert an ISO-8601 UTC string to a UNIX timestamp.""" - dt = datetime.fromisoformat(iso).replace(tzinfo=timezone.utc) - return dt.timestamp() +_GPSTIME_REF = "2023-01-01 00:00:00" def _make_pipeline(gpstime: np.ndarray, rng: np.random.Generator) -> pdal.Pipeline: @@ -42,97 +30,12 @@ def _make_pipeline(gpstime: np.ndarray, rng: np.random.Generator) -> pdal.Pipeli return pipeline -@pytest.fixture() -def gpstime_ref_unix() -> float: - return _gpstime_ref_unix(_GPSTIME_REF_ISO) - - @pytest.fixture() def rng() -> np.random.Generator: return np.random.default_rng(42) -class TestGpstimeToDataIndex: - """ - Reference derivation (ref = 0, i.e. GPS epoch = UNIX epoch) - ------------------------------------------------------------ - GpsTime | UNIX time (s) | UNIX day (floor) - ---------|-----------------|------------------ - 0.0 | 0.0 | 0 (midnight day 0) - 0.5d | 43 200.0 | 0 (noon day 0) - 1.0d | 86 400.0 | 1 (midnight day 1) - 1.9d | 164 160.0 | 1 (end of day 1) - 2.0d | 172 800.0 | 2 (midnight day 2) - - With ref = 1 day (86 400 s): - GpsTime = 0.5d → UNIX = 1.5d → day index = 1 - GpsTime = -0.5d (before ref epoch) → UNIX = 0.5d → day index = 0 - """ - - def test_midday_maps_to_correct_day_zero_ref(self): - gpstime = np.array([0.5, 1.5, 2.5]) * _SECONDS_PER_DAY - result = gpstime_to_day_index(gpstime, gpstime_ref_unix=0.0) - np.testing.assert_array_equal(result, [0, 1, 2]) - - def test_midnight_boundary_floors_to_new_day(self): - gpstime = np.array([1.0]) * _SECONDS_PER_DAY - result = gpstime_to_day_index(gpstime, gpstime_ref_unix=0.0) - np.testing.assert_array_equal(result, [1]) - - def test_nonzero_ref_shifts_day_correctly(self): - ref = 1_673_308_800.0 - gpstime = np.array([0.5 * _SECONDS_PER_DAY]) - result = gpstime_to_day_index(gpstime, gpstime_ref_unix=ref) - np.testing.assert_array_equal(result, [19_367]) - - def test_multiple_points_same_day(self): - gpstime = np.array([0.0, 1000.0, 43_200.0, 86_399.999]) - result = gpstime_to_day_index(gpstime, gpstime_ref_unix=0.0) - np.testing.assert_array_equal(result, [0, 0, 0, 0]) - - -class TestModalDay: - def test_clear_modal_day(self): - assert modal_day(np.array([10, 10, 10, 11, 12])) == 10 - - def test_modal_day_not_first_in_array(self): - assert modal_day(np.array([5, 5, 6, 6, 6, 7])) == 6 - - def test_single_point(self): - assert modal_day(np.array([42])) == 42 - - def test_tie_returns_smallest_day(self): - assert modal_day(np.array([3, 3, 7, 7])) == 3 - - -class TestComputeGpstimeWindow: - def test_symmetric_window_zero_ref(self): - t_min, t_max = compute_gpstime_window(main_day=5, deviation_day=1, gpstime_ref_unix=0.0) - assert t_min == pytest.approx(345_600.0) - assert t_max == pytest.approx(604_800.0 - _EPSILON) - - def test_symmetric_window_nonzero_ref(self): - ref = 1_673_308_800.0 - t_min, t_max = compute_gpstime_window(main_day=19_372, deviation_day=1, gpstime_ref_unix=ref) - assert t_min == pytest.approx(345_600.0) - assert t_max == pytest.approx(604_800.0 - _EPSILON) - - def test_zero_deviation_covers_only_modal_day(self): - t_min, t_max = compute_gpstime_window(main_day=5, deviation_day=0, gpstime_ref_unix=0.0) - assert t_min == pytest.approx(5 * _SECONDS_PER_DAY) - assert t_max == pytest.approx(6 * _SECONDS_PER_DAY - _EPSILON) - - def test_tmax_strictly_excludes_next_day_midnight(self): - t_min, t_max = compute_gpstime_window(main_day=5, deviation_day=2, gpstime_ref_unix=0.0) - day_hi_plus_one_midnight = (5 + 2 + 1) * _SECONDS_PER_DAY - assert t_max == pytest.approx(day_hi_plus_one_midnight - _EPSILON) - - def test_day_lo_clamps_to_zero(self): - t_min, _ = compute_gpstime_window(main_day=1, deviation_day=5, gpstime_ref_unix=0.0) - assert t_min == pytest.approx(0.0) - - -def test_multiday_filters_correct_number_of_points_and_warns(gpstime_ref_unix, rng): +def test_multiday_filters_correct_number_of_points_and_warns(rng): gpstime_regular = np.arange(1, 101, dtype=np.float64) * _SECONDS_PER_DAY gpstime_extra = (rng.random(_N) + 50) * _SECONDS_PER_DAY gpstime = np.concatenate([gpstime_regular, gpstime_extra]) @@ -140,11 +43,7 @@ def test_multiday_filters_correct_number_of_points_and_warns(gpstime_ref_unix, r pipeline = _make_pipeline(gpstime, rng) with pytest.warns(UserWarning, match=r"% of the returns were removed"): - result_pipeline = filter_points_by_date( - pipeline, - deviation_day=_DEVIATION_DAYS, - gpstime_ref_unix=gpstime_ref_unix, - ) + result_pipeline = filter_deviation_day(pipeline, deviation_days=_DEVIATION_DAYS, gpstime_ref=_GPSTIME_REF) result_pipeline.execute() n_result = len(result_pipeline.arrays[0]) @@ -152,43 +51,47 @@ def test_multiday_filters_correct_number_of_points_and_warns(gpstime_ref_unix, r assert n_result == expected, f"Expected {expected} points after filtering, got {n_result}" -def test_single_day_no_filtering(gpstime_ref_unix, rng): +def test_single_day_no_filtering(rng): n_total = 100 + _N gpstime = rng.random(n_total) * _SECONDS_PER_DAY pipeline = _make_pipeline(gpstime, rng) with warnings.catch_warnings(): warnings.simplefilter("error") - result_pipeline = filter_points_by_date( - pipeline, - deviation_day=_DEVIATION_DAYS, - gpstime_ref_unix=gpstime_ref_unix, - ) + result_pipeline = filter_deviation_day(pipeline, deviation_days=_DEVIATION_DAYS, gpstime_ref=_GPSTIME_REF) result_pipeline.execute() n_result = len(result_pipeline.arrays[0]) assert n_result == n_total, f"Expected all {n_total} points to be retained, got {n_result}" -def test_infinite_deviation_returns_all_points(gpstime_ref_unix, rng): +def test_infinite_deviation_returns_original_pipeline(rng): gpstime = np.arange(1, 101, dtype=np.float64) * _SECONDS_PER_DAY pipeline = _make_pipeline(gpstime, rng) n_total = len(pipeline.arrays[0]) - result = filter_points_by_date(pipeline, deviation_day=math.inf, gpstime_ref_unix=gpstime_ref_unix) + result = filter_deviation_day(pipeline, deviation_days=math.inf, gpstime_ref=_GPSTIME_REF) assert result is pipeline assert len(result.arrays[0]) == n_total -def test_negative_deviation_raises(gpstime_ref_unix, rng): +def test_default_deviation_days_is_14(): + """Verify that the default deviation_days is 14.""" + import inspect + + sig = inspect.signature(filter_deviation_day) + assert sig.parameters["deviation_days"].default == 14 + + +def test_negative_deviation_raises(rng): gpstime = np.arange(1, 10, dtype=np.float64) * _SECONDS_PER_DAY pipeline = _make_pipeline(gpstime, rng) - with pytest.raises(ValueError, match="deviation_day must be >= 0"): - filter_points_by_date(pipeline, deviation_day=-1, gpstime_ref_unix=gpstime_ref_unix) + with pytest.raises(ValueError, match="deviation_days must be >= 0"): + filter_deviation_day(pipeline, deviation_days=-1, gpstime_ref=_GPSTIME_REF) -def test_missing_gpstime_dimension_raises(gpstime_ref_unix): +def test_missing_gpstime_dimension_raises(): n = 10 dtype = np.dtype([("X", np.float64), ("Y", np.float64), ("Z", np.float64)]) points = np.zeros(n, dtype=dtype) @@ -196,19 +99,12 @@ def test_missing_gpstime_dimension_raises(gpstime_ref_unix): pipeline.execute() with pytest.raises(ValueError, match="GpsTime"): - filter_points_by_date(pipeline, deviation_day=2, gpstime_ref_unix=gpstime_ref_unix) + filter_deviation_day(pipeline, deviation_days=2, gpstime_ref=_GPSTIME_REF) def test_gpstime_window_correctness(rng): - """ - Verify two things simultaneously: - A) the ``filters.range`` limits in the returned PDAL pipeline JSON - match the expected t_min / t_max computed by hand; - B) the GpsTime values of the deterministic retained points match - a hardcoded reference list exactly. - - """ - GPSTIME_REF_UNIX = 1_673_308_800.0 + """Verify the filters.range limits in the returned pipeline and the retained GpsTime values.""" + GPSTIME_REF = "2023-01-01 00:00:00" DEVIATION_DAY = 1 EXPECTED_T_MIN = 345_600.0 @@ -220,7 +116,6 @@ def test_gpstime_window_correctness(rng): dtype=np.float64, ) - # Build input n_days = 10 gpstime_per_day = (np.arange(n_days, dtype=np.float64) + 0.5) * _SECONDS_PER_DAY n_extra = 20 @@ -229,37 +124,25 @@ def test_gpstime_window_correctness(rng): pipeline = _make_pipeline(gpstime_input, rng) with pytest.warns(UserWarning, match=r"% of the returns were removed"): - result_pipeline = filter_points_by_date( - pipeline, deviation_day=DEVIATION_DAY, gpstime_ref_unix=GPSTIME_REF_UNIX - ) + result_pipeline = filter_deviation_day(pipeline, deviation_days=DEVIATION_DAY, gpstime_ref=GPSTIME_REF) - # --- Check A: PDAL pipeline limits --- + # Check filters.range limits in the PDAL pipeline JSON pipeline_spec = json.loads(result_pipeline.pipeline) range_stages = [s for s in pipeline_spec["pipeline"] if isinstance(s, dict) and s.get("type") == "filters.range"] - assert len(range_stages) == 1, ( - f"Expected exactly one filters.range stage, found {len(range_stages)}.\n" - f"Full pipeline: {json.dumps(pipeline_spec, indent=2)}" - ) + assert len(range_stages) == 1 limits_str = range_stages[0]["limits"] - prefix_len = len("GpsTime[") - inner = limits_str[prefix_len:-1] + inner = limits_str[len("GpsTime[") : -1] parsed_t_min, parsed_t_max = (float(v) for v in inner.split(":")) - assert parsed_t_min == pytest.approx( - EXPECTED_T_MIN, abs=1e-6 - ), f"t_min: got {parsed_t_min}, expected {EXPECTED_T_MIN}" - assert parsed_t_max == pytest.approx( - EXPECTED_T_MAX, abs=1e-6 - ), f"t_max: got {parsed_t_max}, expected {EXPECTED_T_MAX}" + assert parsed_t_min == pytest.approx(EXPECTED_T_MIN, abs=1e-6) + assert parsed_t_max == pytest.approx(EXPECTED_T_MAX, abs=1e-6) - # --- Check B: retained GpsTime values vs hardcoded reference --- + # Check retained GpsTime values result_pipeline.execute() retained = result_pipeline.arrays[0]["GpsTime"] - assert ( - len(retained) == len(EXPECTED_RETAINED_MIDPOINTS) + n_extra - ), f"Expected {len(EXPECTED_RETAINED_MIDPOINTS) + n_extra} points, got {len(retained)}" + assert len(retained) == len(EXPECTED_RETAINED_MIDPOINTS) + n_extra for ref_val in EXPECTED_RETAINED_MIDPOINTS: - assert np.sum(retained == ref_val) == 1, f"GpsTime={ref_val} should appear exactly once in retained points." + assert np.sum(retained == ref_val) == 1 for excl_val in EXCLUDED_MIDPOINTS: - assert excl_val not in retained, f"GpsTime={excl_val} (excluded day) must not appear in retained points." + assert excl_val not in retained From 585dfa3b3c70de9f0a2e5b422cac0f8fb20c11df Mon Sep 17 00:00:00 2001 From: mdupays Date: Thu, 12 Mar 2026 17:26:51 +0100 Subject: [PATCH 08/10] refacto normalize function with test --- configs/config.yaml | 2 + lidar_for_fuel/main_pretreatment.py | 6 +- .../normalize_height_in_pointcloud.py | 122 ++++++++++++--- .../test_normalize_height_in_pointcloud.py | 145 +++++++++++++++--- 4 files changed, 233 insertions(+), 42 deletions(-) diff --git a/configs/config.yaml b/configs/config.yaml index b435b4e..f670109 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -25,6 +25,8 @@ pretreatment: gpstime_ref: "2011-09-14 01:46:40" filter_normalize: height: 60 + min_height: -3 + use_dtm_marker: false hydra: output_subdir: null diff --git a/lidar_for_fuel/main_pretreatment.py b/lidar_for_fuel/main_pretreatment.py index 10074a9..ca14226 100644 --- a/lidar_for_fuel/main_pretreatment.py +++ b/lidar_for_fuel/main_pretreatment.py @@ -71,7 +71,11 @@ def main_on_one_tile(filename): dimension = config.pretreatment.filter.dimension classes = config.pretreatment.filter.keep_values height_value = config.pretreatment.filter_normalize.height - las = normalize_height(pipeline_filter_deviation_day, output_path, dimension, classes, height_value) + min_height = config.pretreatment.filter_normalize.min_height + use_dtm_marker = config.pretreatment.filter_normalize.use_dtm_marker + las = normalize_height( + pipeline_filter_deviation_day, output_path, dimension, classes, height_value, min_height, use_dtm_marker + ) return las if initial_las_filename: diff --git a/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py index 458d227..422cfed 100644 --- a/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py +++ b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py @@ -1,10 +1,14 @@ """ Calculate normalized height in pointcloud, i.e. height above ground. """ +import json import logging from typing import List +import numpy as np import pdal +from numpy.lib import recfunctions as rfn +from scipy.interpolate import LinearNDInterpolator, NearestNDInterpolator logger = logging.getLogger(__name__) @@ -15,42 +19,116 @@ def normalize_height( filter_dimension: str, filter_values: List[int], height_filter: float = 60.0, + min_height: float = -3.0, + use_dtm_marker: bool = False, ) -> None: """ - Normalize heights using TIN on ground points where dtm_marker = 1, - but calculate HeightAboveGround for all points. + Normalize heights using a Delaunay TIN built from ground points, and write result. + + Equivalent to the R pipeline: + normalize_height(algorithm = tin()) + filter_poi((Classification <= 5 | Classification == 9) & Z < Height_filter) Steps: - 1. Keep only points classified as 1-5 or 9. - 2. Split pipeline: use points with dtm_marker = 1 for TIN. - 3. Normalize height for all points using the TIN. - 4. Remove points with HeightAboveGround < height_filter. + 1. Execute the input pipeline and filter points by filter_dimension/filter_values. + 2. Build a Delaunay TIN from Class 2 ground points. + If use_dtm_marker=True, only Class 2 points with dtm_marker == 1 are used + (points used for the official IGN DTM). + 3. Interpolate ground elevation for every point. Points outside the TIN convex + hull are handled by nearest-neighbour extrapolation. + 4. Compute Z_ref = Z - interpolated_ground_Z. + 5. Remove points outside [min_height, height_filter]. + 6. Write output LAS/LAZ with Z_ref as an extra dimension. Args: - input_pipeline (pdal.Pipeline): Executed PDAL Pipeline object. + input_pipeline (pdal.Pipeline): PDAL Pipeline object (may be unexecuted). output_file (str): Output LAS/LAZ path. - filter_dimension (str): Name of the dimension along which to filter input points. - filter_values (List[int]): Values to keep for input points along filter_dimension. - height_filter (float): Value to remove points too high (60 m default) + filter_dimension (str): Dimension name used to filter input points. + filter_values (List[int]): Values to keep along filter_dimension. + height_filter (float): Upper height threshold in metres (default: 60 m). + min_height (float): Lower height threshold in metres (default: -3 m). + use_dtm_marker (bool): If True, build the TIN only from Class 2 points where + dtm_marker == 1 (requires dtm_marker extra dimension in the LAS file). + Default: False (all Class 2 points are used). + Raises: + ValueError: If the pipeline produces no arrays, or if there are fewer than + 3 ground points to build a TIN. """ - # Read pdal.Pipeline + # Filter points by classification and execute the pipeline pipeline = input_pipeline - - # Filter points by classification if filter_dimension and filter_values: pipeline |= pdal.Filter.range(limits=",".join(f"{filter_dimension}[{v}:{v}]" for v in filter_values)) + pipeline.execute() - # Normalize height - pipeline |= pdal.Filter.hag_delaunay(allow_extrapolation=True) + arrays = pipeline.arrays + if not arrays: + raise ValueError("No arrays produced by the pipeline.") + points = arrays[0] - # Remove points HeightAboveGround < height filter - pipeline |= pdal.Filter.range(limits=f"HeightAboveGround[:{height_filter}]") + # Select ground points for DTM computation + ground_mask = points["Classification"] == 2 + if use_dtm_marker and "dtm_marker" in points.dtype.names: + ground_mask = ground_mask & (points["dtm_marker"] == 1) + logger.debug("use_dtm_marker=True: %d ground points with dtm_marker=1", int(ground_mask.sum())) + ground_points = points[ground_mask] - # Copy HAG → Z_ref - pipeline |= pdal.Filter.ferry(dimensions="HeightAboveGround=>Z_ref") + if len(ground_points) < 3: + raise ValueError(f"Not enough ground points to build a TIN (found {len(ground_points)}, need at least 3).") - # Writer output - pipeline |= pdal.Writer.las(filename=output_file, extra_dims="all", forward="all", minor_version="4") + # Build Delaunay TIN interpolator from ground points (X, Y) → Z + # LinearNDInterpolator: builds a Delaunay triangulation from ground points. + # For each point (X, Y), finds the triangle it falls in and computes Z by + # barycentric interpolation between the 3 vertices. Equivalent to lidR::tin(). + # Returns NaN for points outside the convex hull of ground points. + # + # NearestNDInterpolator: fallback for points outside the convex hull (e.g. at + # tile edges where vegetation points exceed the ground point extent). + # Returns the Z of the nearest ground point. + ground_xy = np.column_stack([ground_points["X"], ground_points["Y"]]) + ground_z = ground_points["Z"] + lin_interp = LinearNDInterpolator(ground_xy, ground_z) + nn_interp = NearestNDInterpolator(ground_xy, ground_z) - pipeline.execute() + # Interpolate ground elevation for all points + all_xy = np.column_stack([points["X"], points["Y"]]) + ground_z_interp = lin_interp(all_xy) + + # Fill NaN (outside convex hull) with nearest-neighbour extrapolation + nan_mask = np.isnan(ground_z_interp) + if np.any(nan_mask): + logger.debug("%d points outside TIN convex hull — using nearest-neighbour extrapolation", int(nan_mask.sum())) + ground_z_interp[nan_mask] = nn_interp(all_xy[nan_mask]) + + # Compute height above ground + hag = points["Z"] - ground_z_interp + + # Filter by height bounds [min_height, height_filter] + valid = (hag >= min_height) & (hag <= height_filter) + pct_removed = (1 - valid.sum() / len(points)) * 100 + logger.debug("Height filter [%.1f, %.1f]: %.1f%% points removed", min_height, height_filter, pct_removed) + + points_out = points[valid] + hag_out = hag[valid].astype(np.float64) + + # Add Z_ref dimension (= HeightAboveGround) + points_with_zref = rfn.append_fields(points_out, "Z_ref", hag_out, dtypes=np.float64, usemask=False) + + # Write output + writer_pipeline = pdal.Pipeline( + json.dumps( + { + "pipeline": [ + { + "type": "writers.las", + "filename": str(output_file), + "extra_dims": "all", + "forward": "all", + "minor_version": "4", + } + ] + } + ), + arrays=[points_with_zref], + ) + writer_pipeline.execute() diff --git a/test/pretreatment/test_normalize_height_in_pointcloud.py b/test/pretreatment/test_normalize_height_in_pointcloud.py index 4c22107..9aab235 100644 --- a/test/pretreatment/test_normalize_height_in_pointcloud.py +++ b/test/pretreatment/test_normalize_height_in_pointcloud.py @@ -1,6 +1,6 @@ +import json import os import shutil -from datetime import UTC, datetime from pathlib import Path import laspy @@ -12,6 +12,33 @@ TMP_PATH = Path("./tmp/normalize_height") SAMPLE_LAS = "./data/pointcloud/test_semis_2022_0897_6577_LA93_IGN69_decimation.laz" OUTPUT_LAS = TMP_PATH / "normalized.laz" +OUTPUT_DTM_MARKER = TMP_PATH / "normalized_dtm_marker.laz" +OUTPUT_FLAT = TMP_PATH / "normalized_flat.las" +OUTPUT_SLOPE = TMP_PATH / "normalized_slope.las" + +# LAS point dtype with minimum required fields +_LAS_DTYPE = np.dtype( + [ + ("X", np.float64), + ("Y", np.float64), + ("Z", np.float64), + ("Intensity", np.uint16), + ("ReturnNumber", np.uint8), + ("NumberOfReturns", np.uint8), + ("Classification", np.uint8), + ] +) + + +def _make_synthetic_pipeline(rows: list) -> pdal.Pipeline: + """Build an unexecuted PDAL Pipeline from a list of (x, y, z, classification) tuples.""" + pts = np.zeros(len(rows), dtype=_LAS_DTYPE) + for i, (x, y, z, c) in enumerate(rows): + pts[i]["X"] = x + pts[i]["Y"] = y + pts[i]["Z"] = z + pts[i]["Classification"] = c + return pdal.Pipeline(json.dumps({"pipeline": []}), arrays=[pts]) def setup_module(module): @@ -21,31 +48,19 @@ def setup_module(module): os.makedirs(TMP_PATH) -def test_normalize_height_in_pointcloud(): - """Test function produces valid normalized LasData object.""" - las_in = laspy.read(SAMPLE_LAS) - input_pipeline = pdal.Reader.las(filename=SAMPLE_LAS, override_srs="EPSG:2154", nosrs=True) - - gps_times = las_in.gps_time - gps_median = np.nanmedian(gps_times) - - # Offset LAS for Adjusted Standard GPS Time - offset = 1000000000.0 - unix_median = gps_median + offset - - # Conversion UTC - dt_median = datetime.fromtimestamp(unix_median, tz=UTC) - print("GPS time median:", dt_median.strftime("%Y-%m-%d %H:%M:%S")) +def _make_pipeline(): + return pdal.Reader.las(filename=SAMPLE_LAS, override_srs="EPSG:2154", nosrs=True) - classes = las_in.classification - print("Classes uniques :", np.unique(classes)) +def test_normalize_height_in_pointcloud(): + """Test function produces valid normalized output with Z_ref in expected bounds.""" normalize_height( - input_pipeline, + _make_pipeline(), OUTPUT_LAS, "Classification", [1, 2, 3, 4, 5], height_filter=60.0, + min_height=-3.0, ) assert OUTPUT_LAS.exists(), "Output file created" @@ -53,3 +68,95 @@ def test_normalize_height_in_pointcloud(): las_out = laspy.read(OUTPUT_LAS) assert len(las_out.points) > 0, "Points preserved after processing" assert "Z_ref" in las_out.point_format.dimension_names, "Z_ref dimension added" + assert np.all(las_out.Z_ref >= -3.0), "No points below min_height threshold" + assert np.all(las_out.Z_ref <= 60.0), "No points above height_filter threshold" + + +def test_normalize_height_dtm_marker_preserves_classification(): + """When use_dtm_marker=True, Classification must not be altered.""" + normalize_height( + _make_pipeline(), + OUTPUT_DTM_MARKER, + "Classification", + [1, 2, 3, 4, 5], + height_filter=60.0, + min_height=-3.0, + use_dtm_marker=True, + ) + + las_out = laspy.read(OUTPUT_DTM_MARKER) + output_classes = np.array(las_out.classification) + + # The test data has only classes [2, 3, 4, 5] — Class 1 must not appear + assert 1 not in output_classes, "Temporary reclassification leaked into output" + assert 2 in output_classes, "Ground points (Class 2) must be present in output" + assert np.all(las_out.Z_ref >= -3.0), "No points below min_height threshold" + assert np.all(las_out.Z_ref <= 60.0), "No points above height_filter threshold" + + +def test_normalize_height_flat_ground(): + """On a flat ground at Z=100, Z_ref must equal Z - 100 for each non-ground point. + + Geometry (top view): + Ground (Class 2) at Z=100 forms a grid covering [0,20]x[0,20]. + Non-ground (Class 3) are placed inside this area at known heights. + + Expected: Z_ref = Z - 100 (exactly, since the TIN reproduces a flat plane). + """ + ground = [(0, 0, 100, 2), (20, 0, 100, 2), (0, 20, 100, 2), (20, 20, 100, 2), (10, 10, 100, 2)] + # (x, y, z, class) — expected Z_ref in comment + non_ground = [ + (5, 5, 103, 3), # Z_ref = 3.0 + (10, 5, 105, 3), # Z_ref = 5.0 + (8, 8, 102, 3), # Z_ref = 2.0 + ] + expected_z_ref = np.array([3.0, 5.0, 2.0]) + + normalize_height( + _make_synthetic_pipeline(ground + non_ground), + OUTPUT_FLAT, + "Classification", + [2, 3], + height_filter=60.0, + min_height=-3.0, + ) + + las_out = laspy.read(OUTPUT_FLAT) + non_ground_mask = np.array(las_out.classification) == 3 + z_ref_out = np.sort(np.array(las_out.Z_ref)[non_ground_mask]) + + np.testing.assert_allclose(z_ref_out, np.sort(expected_z_ref), atol=1e-2) + + +def test_normalize_height_sloped_ground(): + """On a sloped ground where Z_ground = X, Z_ref must equal Z - X for each non-ground point. + + Geometry: + Ground (Class 2): Z = X (slope of 1 m/m along X axis) + Non-ground (Class 3): Z = X + known_height → expected Z_ref = known_height + + The TIN exactly reproduces a linear plane, so Z_ref should be constant + regardless of the (X, Y) position of the non-ground point. + """ + known_height = 5.0 + ground = [(0, 0, 0, 2), (20, 0, 20, 2), (0, 20, 0, 2), (20, 20, 20, 2), (10, 10, 10, 2)] + non_ground = [ + (5, 5, 5 + known_height, 3), + (10, 5, 10 + known_height, 3), + (8, 8, 8 + known_height, 3), + ] + + normalize_height( + _make_synthetic_pipeline(ground + non_ground), + OUTPUT_SLOPE, + "Classification", + [2, 3], + height_filter=60.0, + min_height=-3.0, + ) + + las_out = laspy.read(OUTPUT_SLOPE) + non_ground_mask = np.array(las_out.classification) == 3 + z_ref_out = np.array(las_out.Z_ref)[non_ground_mask] + + np.testing.assert_allclose(z_ref_out, known_height, atol=1e-2) From 3792838915ef46a81968ce1b376581807b6d971c Mon Sep 17 00:00:00 2001 From: mdupays Date: Fri, 13 Mar 2026 15:50:34 +0100 Subject: [PATCH 09/10] refacto normalize_height: use dtm_marker==1 for DTM, filter after HAG computation - normalize_height_in_pointcloud: build TIN from all points with dtm_marker==1 (no longer restricted to Classification==2), apply filter_dimension/filter_values after HAG computation, remove use_dtm_marker parameter - validate_lidar_file: check that dtm_marker extra dimension is present - main_pretreatment: remove use_dtm_marker call argument - configs/config.yaml: remove use_dtm_marker parameter - tests: update synthetic data with dtm_marker field, use real file without dtm_marker to test the new validation error > --- configs/config.yaml | 1 - lidar_for_fuel/main_pretreatment.py | 3 +- .../normalize_height_in_pointcloud.py | 38 ++++++++------- .../pretreatment/validate_lidar_file.py | 8 +++- .../test_normalize_height_in_pointcloud.py | 46 ++++++------------- test/pretreatment/test_validate_lidar_file.py | 8 +++- 6 files changed, 45 insertions(+), 59 deletions(-) diff --git a/configs/config.yaml b/configs/config.yaml index f670109..e571721 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -26,7 +26,6 @@ pretreatment: filter_normalize: height: 60 min_height: -3 - use_dtm_marker: false hydra: output_subdir: null diff --git a/lidar_for_fuel/main_pretreatment.py b/lidar_for_fuel/main_pretreatment.py index ca14226..3b873d2 100644 --- a/lidar_for_fuel/main_pretreatment.py +++ b/lidar_for_fuel/main_pretreatment.py @@ -72,9 +72,8 @@ def main_on_one_tile(filename): classes = config.pretreatment.filter.keep_values height_value = config.pretreatment.filter_normalize.height min_height = config.pretreatment.filter_normalize.min_height - use_dtm_marker = config.pretreatment.filter_normalize.use_dtm_marker las = normalize_height( - pipeline_filter_deviation_day, output_path, dimension, classes, height_value, min_height, use_dtm_marker + pipeline_filter_deviation_day, output_path, dimension, classes, height_value, min_height ) return las diff --git a/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py index 422cfed..bff2260 100644 --- a/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py +++ b/lidar_for_fuel/pretreatment/normalize_height_in_pointcloud.py @@ -20,7 +20,6 @@ def normalize_height( filter_values: List[int], height_filter: float = 60.0, min_height: float = -3.0, - use_dtm_marker: bool = False, ) -> None: """ Normalize heights using a Delaunay TIN built from ground points, and write result. @@ -30,35 +29,29 @@ def normalize_height( filter_poi((Classification <= 5 | Classification == 9) & Z < Height_filter) Steps: - 1. Execute the input pipeline and filter points by filter_dimension/filter_values. - 2. Build a Delaunay TIN from Class 2 ground points. - If use_dtm_marker=True, only Class 2 points with dtm_marker == 1 are used - (points used for the official IGN DTM). + 1. Execute the input pipeline. + 2. Build a Delaunay TIN from all points with dtm_marker == 1. 3. Interpolate ground elevation for every point. Points outside the TIN convex hull are handled by nearest-neighbour extrapolation. 4. Compute Z_ref = Z - interpolated_ground_Z. - 5. Remove points outside [min_height, height_filter]. - 6. Write output LAS/LAZ with Z_ref as an extra dimension. + 5. Filter points by filter_dimension/filter_values. + 6. Remove points outside [min_height, height_filter]. + 7. Write output LAS/LAZ with Z_ref as an extra dimension. Args: input_pipeline (pdal.Pipeline): PDAL Pipeline object (may be unexecuted). output_file (str): Output LAS/LAZ path. - filter_dimension (str): Dimension name used to filter input points. + filter_dimension (str): Dimension name used to filter output points. filter_values (List[int]): Values to keep along filter_dimension. height_filter (float): Upper height threshold in metres (default: 60 m). min_height (float): Lower height threshold in metres (default: -3 m). - use_dtm_marker (bool): If True, build the TIN only from Class 2 points where - dtm_marker == 1 (requires dtm_marker extra dimension in the LAS file). - Default: False (all Class 2 points are used). Raises: ValueError: If the pipeline produces no arrays, or if there are fewer than 3 ground points to build a TIN. """ - # Filter points by classification and execute the pipeline - pipeline = input_pipeline - if filter_dimension and filter_values: - pipeline |= pdal.Filter.range(limits=",".join(f"{filter_dimension}[{v}:{v}]" for v in filter_values)) + # Execute the pipeline on all points + pipeline = input_pipeline if isinstance(input_pipeline, pdal.Pipeline) else pdal.Pipeline() | input_pipeline pipeline.execute() arrays = pipeline.arrays @@ -66,11 +59,9 @@ def normalize_height( raise ValueError("No arrays produced by the pipeline.") points = arrays[0] - # Select ground points for DTM computation - ground_mask = points["Classification"] == 2 - if use_dtm_marker and "dtm_marker" in points.dtype.names: - ground_mask = ground_mask & (points["dtm_marker"] == 1) - logger.debug("use_dtm_marker=True: %d ground points with dtm_marker=1", int(ground_mask.sum())) + # Select ground points for DTM computation: all points with dtm_marker == 1 + ground_mask = points["dtm_marker"] == 1 + logger.debug("%d ground points with dtm_marker=1", int(ground_mask.sum())) ground_points = points[ground_mask] if len(ground_points) < 3: @@ -103,6 +94,13 @@ def normalize_height( # Compute height above ground hag = points["Z"] - ground_z_interp + # Filter points by filter_dimension/filter_values + if filter_dimension and filter_values: + dim_mask = np.isin(points[filter_dimension], filter_values) + points = points[dim_mask] + hag = hag[dim_mask] + logger.debug("Dimension filter on %s %s: %d points kept", filter_dimension, filter_values, len(points)) + # Filter by height bounds [min_height, height_filter] valid = (hag >= min_height) & (hag <= height_filter) pct_removed = (1 - valid.sum() / len(points)) * 100 diff --git a/lidar_for_fuel/pretreatment/validate_lidar_file.py b/lidar_for_fuel/pretreatment/validate_lidar_file.py index ce75823..1d02fdd 100644 --- a/lidar_for_fuel/pretreatment/validate_lidar_file.py +++ b/lidar_for_fuel/pretreatment/validate_lidar_file.py @@ -22,8 +22,9 @@ def check_lidar_file(input_file: str, spatial_ref: str) -> pdal.Pipeline: Raises: ImportError: If the `pdal` library is not installed. - ValueError: If the input path is not a non-empty string, or if the file - extension is not `.las` or `.laz`. + ValueError: If the input path is not a non-empty string, if the file + extension is not `.las` or `.laz`, or if the `dtm_marker` extra + dimension is missing. FileNotFoundError: If the input file does not exist at the given path. IOError: If PDAL fails to read the file due to I/O or data corruption issues. """ @@ -56,6 +57,9 @@ def check_lidar_file(input_file: str, spatial_ref: str) -> pdal.Pipeline: if num_points == 0: logger.warning("Empty file: %s", input_file) + if "dtm_marker" not in arrays[0].dtype.names: + raise ValueError(f"Missing extra dimension 'dtm_marker' in file: {input_file}") + logger.info("Valid LiDAR: %s (%s points)", input_file, num_points) return pipeline diff --git a/test/pretreatment/test_normalize_height_in_pointcloud.py b/test/pretreatment/test_normalize_height_in_pointcloud.py index 9aab235..c1ef1bd 100644 --- a/test/pretreatment/test_normalize_height_in_pointcloud.py +++ b/test/pretreatment/test_normalize_height_in_pointcloud.py @@ -26,18 +26,20 @@ ("ReturnNumber", np.uint8), ("NumberOfReturns", np.uint8), ("Classification", np.uint8), + ("dtm_marker", np.uint8), ] ) def _make_synthetic_pipeline(rows: list) -> pdal.Pipeline: - """Build an unexecuted PDAL Pipeline from a list of (x, y, z, classification) tuples.""" + """Build an unexecuted PDAL Pipeline from a list of (x, y, z, classification, dtm_marker) tuples.""" pts = np.zeros(len(rows), dtype=_LAS_DTYPE) - for i, (x, y, z, c) in enumerate(rows): + for i, (x, y, z, c, dtm) in enumerate(rows): pts[i]["X"] = x pts[i]["Y"] = y pts[i]["Z"] = z pts[i]["Classification"] = c + pts[i]["dtm_marker"] = dtm return pdal.Pipeline(json.dumps({"pipeline": []}), arrays=[pts]) @@ -72,28 +74,6 @@ def test_normalize_height_in_pointcloud(): assert np.all(las_out.Z_ref <= 60.0), "No points above height_filter threshold" -def test_normalize_height_dtm_marker_preserves_classification(): - """When use_dtm_marker=True, Classification must not be altered.""" - normalize_height( - _make_pipeline(), - OUTPUT_DTM_MARKER, - "Classification", - [1, 2, 3, 4, 5], - height_filter=60.0, - min_height=-3.0, - use_dtm_marker=True, - ) - - las_out = laspy.read(OUTPUT_DTM_MARKER) - output_classes = np.array(las_out.classification) - - # The test data has only classes [2, 3, 4, 5] — Class 1 must not appear - assert 1 not in output_classes, "Temporary reclassification leaked into output" - assert 2 in output_classes, "Ground points (Class 2) must be present in output" - assert np.all(las_out.Z_ref >= -3.0), "No points below min_height threshold" - assert np.all(las_out.Z_ref <= 60.0), "No points above height_filter threshold" - - def test_normalize_height_flat_ground(): """On a flat ground at Z=100, Z_ref must equal Z - 100 for each non-ground point. @@ -103,12 +83,12 @@ def test_normalize_height_flat_ground(): Expected: Z_ref = Z - 100 (exactly, since the TIN reproduces a flat plane). """ - ground = [(0, 0, 100, 2), (20, 0, 100, 2), (0, 20, 100, 2), (20, 20, 100, 2), (10, 10, 100, 2)] - # (x, y, z, class) — expected Z_ref in comment + ground = [(0, 0, 100, 2, 1), (20, 0, 100, 2, 1), (0, 20, 100, 2, 1), (20, 20, 100, 2, 1), (10, 10, 100, 2, 1)] + # (x, y, z, class, dtm_marker) — expected Z_ref in comment non_ground = [ - (5, 5, 103, 3), # Z_ref = 3.0 - (10, 5, 105, 3), # Z_ref = 5.0 - (8, 8, 102, 3), # Z_ref = 2.0 + (5, 5, 103, 3, 0), # Z_ref = 3.0 + (10, 5, 105, 3, 0), # Z_ref = 5.0 + (8, 8, 102, 3, 0), # Z_ref = 2.0 ] expected_z_ref = np.array([3.0, 5.0, 2.0]) @@ -139,11 +119,11 @@ def test_normalize_height_sloped_ground(): regardless of the (X, Y) position of the non-ground point. """ known_height = 5.0 - ground = [(0, 0, 0, 2), (20, 0, 20, 2), (0, 20, 0, 2), (20, 20, 20, 2), (10, 10, 10, 2)] + ground = [(0, 0, 0, 2, 1), (20, 0, 20, 2, 1), (0, 20, 0, 2, 1), (20, 20, 20, 2, 1), (10, 10, 10, 2, 1)] non_ground = [ - (5, 5, 5 + known_height, 3), - (10, 5, 10 + known_height, 3), - (8, 8, 8 + known_height, 3), + (5, 5, 5 + known_height, 3, 0), + (10, 5, 10 + known_height, 3, 0), + (8, 8, 8 + known_height, 3, 0), ] normalize_height( diff --git a/test/pretreatment/test_validate_lidar_file.py b/test/pretreatment/test_validate_lidar_file.py index f5c76c3..9e8a799 100644 --- a/test/pretreatment/test_validate_lidar_file.py +++ b/test/pretreatment/test_validate_lidar_file.py @@ -8,7 +8,7 @@ from lidar_for_fuel.pretreatment.validate_lidar_file import check_lidar_file TMP_PATH = Path("./tmp/check_lidar") -SAMPLE_LAS = "./data/pointcloud/test_data_0000_0000_LA93_IGN69.laz" +SAMPLE_LAS = "./data/pointcloud/test_semis_2022_0897_6577_LA93_IGN69_decimation.laz" def setup_module(module): @@ -39,3 +39,9 @@ def test_check_lidar_file_unsupported_extension(): def test_check_lidar_file_not_exists(): with pytest.raises(FileNotFoundError): check_lidar_file("nonexistent.laz", "EPSG:2154") + + +def test_check_lidar_file_missing_dtm_marker(): + """A LAS file without dtm_marker extra dimension must raise ValueError.""" + with pytest.raises(ValueError, match="dtm_marker"): + check_lidar_file("./data/pointcloud/test_data_0000_0000_LA93_IGN69.laz", "EPSG:2154") From a9291ad69d022fbd1f1e6e740be3691c363390a6 Mon Sep 17 00:00:00 2001 From: mdupays Date: Wed, 18 Mar 2026 16:47:48 +0100 Subject: [PATCH 10/10] chore: downgrade version to 0.1.0 -> 0.2.0 --- CHANGELOG.md | 2 +- lidar_for_fuel/_version.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 10d231a..8a9fa32 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,4 @@ -# v1.0.0 +# - Add function pretreatment : - check data, - filter by deviation day, diff --git a/lidar_for_fuel/_version.py b/lidar_for_fuel/_version.py index 4fa1832..cf50012 100644 --- a/lidar_for_fuel/_version.py +++ b/lidar_for_fuel/_version.py @@ -1,4 +1,4 @@ -__version__ = "1.0.0" +__version__ = "0.2.0" if __name__ == "__main__":

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