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microproduct-s-sar/landcover-S-SAR/run_log/LandCover2024-01-10-18-18-5...

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[01/10/2024 18:18:59] [17188] [INFO]- sysdir: D:\estar-proj\microproduct-S-SAR\landcover-S-SAR ---from: LandCoverMain.check_source (LandCoverMain.py:Line109)
[01/10/2024 18:18:59] [17188] [INFO]- init algXML succeed ---from: AlgXmlHandle.check_alg_xml (AlgXmlHandle.py:Line319)
[01/10/2024 18:18:59] [17188] [INFO]- create new workspace success! ---from: LandCoverMain.__create_work_space (LandCoverMain.py:Line155)
[01/10/2024 18:19:32] [17188] [INFO]- check_source success! ---from: LandCoverMain.check_source (LandCoverMain.py:Line125)
[01/10/2024 18:19:32] [17188] [INFO]- scope0:[[117.92941666666667, 37.77280555555556], [118.24280555555556, 37.77280555555556], [117.92941666666667, 37.446361111111116], [118.24280555555556, 37.446361111111116]] ---from: PreProcess.cal_intersect_shp (PreProcess.py:Line239)
[01/10/2024 18:19:32] [17188] [INFO]- scope1:[[117.92941666666667, 37.77280555555556], [118.24280555555556, 37.77280555555556], [117.92941666666667, 37.446361111111116], [118.24280555555556, 37.446361111111116]] ---from: PreProcess.cal_intersect_shp (PreProcess.py:Line239)
[01/10/2024 18:19:32] [17188] [INFO]- scope roi :[(117.92941666666667, 37.446361111111116), (117.92941666666667, 37.77280555555556), (118.24280555555556, 37.77280555555556), (118.24280555555556, 37.446361111111116)] ---from: PreProcess.cal_intersect_shp (PreProcess.py:Line245)
[01/10/2024 18:19:45] [17188] [INFO]- cut sim_ori success! ---from: PreProcess.cut_imgs (PreProcess.py:Line372)
[01/10/2024 18:20:17] [17188] [INFO]- preprocess_handle success! ---from: LandCoverMain.preprocess_handle (LandCoverMain.py:Line201)
[01/10/2024 18:20:37] [17188] [INFO]- 1,water,num:17285 ---from: LandCoverAuxData.__trans_measuredata (LandCoverAuxData.py:Line127)
[01/10/2024 18:20:37] [17188] [INFO]- max number =10000, random select10000 point as train data! ---from: LandCoverAuxData.__trans_measuredata (LandCoverAuxData.py:Line129)
[01/10/2024 18:20:37] [17188] [INFO]- 2,building,num:10560 ---from: LandCoverAuxData.__trans_measuredata (LandCoverAuxData.py:Line127)
[01/10/2024 18:20:37] [17188] [INFO]- max number =10000, random select10000 point as train data! ---from: LandCoverAuxData.__trans_measuredata (LandCoverAuxData.py:Line129)
[01/10/2024 18:20:37] [17188] [INFO]- 3,crop,num:39396 ---from: LandCoverAuxData.__trans_measuredata (LandCoverAuxData.py:Line127)
[01/10/2024 18:20:37] [17188] [INFO]- max number =10000, random select10000 point as train data! ---from: LandCoverAuxData.__trans_measuredata (LandCoverAuxData.py:Line129)
[01/10/2024 18:20:38] [17188] [INFO]- read csv data success! ---from: LandCoverMain.process_handle (LandCoverMain.py:Line523)
[01/10/2024 18:20:38] [17188] [INFO]- progress bar: 20% ---from: LandCoverMain.process_handle (LandCoverMain.py:Line524)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_QualifyValue() error! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line87)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_QualifyValue() success! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line89)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_Kdb() error! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line97)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_Kdb() success! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line99)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_QualifyValue() error! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line87)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_QualifyValue() success! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line89)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_Kdb() error! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line97)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_Kdb() success! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line99)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_QualifyValue() error! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line87)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_QualifyValue() success! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line89)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_Kdb() error! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line97)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_Kdb() success! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line99)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_QualifyValue() error! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line87)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_QualifyValue() success! ---from: MetaDataHandler.get_QualifyValue (MetaDataHandler.py:Line89)
[01/10/2024 18:20:38] [17188] [WARNING]- OrthoMetaData.get_Kdb() error! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line97)
[01/10/2024 18:20:38] [17188] [INFO]- GF3L1AMetaData.get_Kdb() success! ---from: MetaDataHandler.get_Kdb (MetaDataHandler.py:Line99)
[01/10/2024 18:23:05] [17188] [INFO]- refine_lee filter success! ---from: LandCoverMain.ahv_to_t3 (LandCoverMain.py:Line476)
[01/10/2024 18:23:05] [17188] [INFO]- progress bar: 30% ---from: LandCoverMain.ahv_to_t3 (LandCoverMain.py:Line477)
[01/10/2024 18:24:02] [17188] [INFO]- feature_tif_paths:{'Freeman_Dbl': 'D:\\micro\\SWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Dbl.tif', 'Freeman_Odd': 'D:\\micro\\SWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Odd.tif', 'Freeman_Vol': 'D:\\micro\\SWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Vol.tif', 'Yamaguchi4_Dbl': 'D:\\micro\\SWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Dbl.tif', 'Yamaguchi4_Hlx': 'D:\\micro\\SWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Hlx.tif', 'Yamaguchi4_Odd': 'D:\\micro\\SWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Odd.tif', 'Yamaguchi4_Vol': 'D:\\micro\\SWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Vol.tif'} ---from: LandCoverMain.process_handle (LandCoverMain.py:Line539)
[01/10/2024 18:26:06] [17188] [INFO]- decompose feature success! ---from: LandCoverMain.process_handle (LandCoverMain.py:Line548)
[01/10/2024 18:26:06] [17188] [INFO]- progress bar: 50% ---from: LandCoverMain.process_handle (LandCoverMain.py:Line549)
[01/10/2024 18:26:06] [17188] [INFO]- feature_list:['0: Freeman_Dbl_geo.tif', '1: Freeman_Odd_geo.tif', '2: Freeman_Vol_geo.tif', '3: Yamaguchi4_Dbl_geo.tif', '4: Yamaguchi4_Hlx_geo.tif', '5: Yamaguchi4_Odd_geo.tif', '6: Yamaguchi4_Vol_geo.tif'] ---from: machineLearning.get_name_list (machineLearning.py:Line233)
[01/10/2024 18:26:13] [17188] [INFO]- gene_train_set success! ---from: machineLearning.gene_train_set (machineLearning.py:Line271)
[01/10/2024 18:26:15] [17188] [INFO]- importances:[0.05689924 0.02829015 0.29919273 0.09420504 0.16191243 0.08964642
0.26985399],threshold=0.07 ---from: machineLearning.sel_optimal_feature_set (machineLearning.py:Line295)
[01/10/2024 18:26:15] [17188] [INFO]- optimal_feature:[2, 6, 4, 3, 5] ---from: machineLearning.sel_optimal_feature_set (machineLearning.py:Line301)
[01/10/2024 18:26:15] [17188] [INFO]- correlation_map:
[[0. 0.8585481 0.64122694 0.15675201 0.23713112]
[0. 0. 0.20026 0.11654953 0.17071176]
[0. 0. 0. 0.01785906 0.03469099]
[0. 0. 0. 0. 0.05625127]
[0. 0. 0. 0. 0. ]] ---from: machineLearning.remove_correlation_feature (machineLearning.py:Line335)
[01/10/2024 18:26:15] [17188] [INFO]- validity_list_corr:[2 4 3 5] ---from: machineLearning.remove_correlation_feature (machineLearning.py:Line339)
[01/10/2024 18:26:15] [17188] [INFO]- [2 4 3 5] ---from: machineLearning.remove_correlation_feature (machineLearning.py:Line340)
[01/10/2024 18:26:15] [17188] [INFO]- train_feature:['2: Freeman_Vol_geo.tif' '4: Yamaguchi4_Hlx_geo.tif'
'3: Yamaguchi4_Dbl_geo.tif' '5: Yamaguchi4_Odd_geo.tif'] ---from: machineLearning.gene_optimal_train_set (machineLearning.py:Line43)
[01/10/2024 18:26:15] [17188] [INFO]- RF trainning ---from: machineLearning.trainRF (machineLearning.py:Line381)
[01/10/2024 18:26:17] [17188] [INFO]- RF train successful ---from: LandCoverMain.process_handle (LandCoverMain.py:Line564)
[01/10/2024 18:26:17] [17188] [INFO]- progress bar: 60% ---from: LandCoverMain.process_handle (LandCoverMain.py:Line569)
[01/10/2024 18:29:54] [17188] [INFO]- test_feature:dict_keys(['Freeman_Vol_geo', 'Yamaguchi4_Dbl_geo', 'Yamaguchi4_Hlx_geo', 'Yamaguchi4_Odd_geo']) ---from: machineLearning.gene_test_set (machineLearning.py:Line83)
[01/10/2024 18:29:54] [17188] [INFO]- blocking tifs success! ---from: machineLearning.gene_test_set (machineLearning.py:Line84)
[01/10/2024 18:30:00] [17188] [INFO]- create features matrix success! ---from: machineLearning.gene_test_set (machineLearning.py:Line101)
[01/10/2024 18:30:00] [17188] [INFO]- testing ---from: LandCoverMain.process_handle (LandCoverMain.py:Line575)
[01/10/2024 18:32:14] [17188] [INFO]- test success! ---from: LandCoverMain.process_handle (LandCoverMain.py:Line577)
[01/10/2024 18:32:14] [17188] [INFO]- progress bar: 95% ---from: LandCoverMain.process_handle (LandCoverMain.py:Line578)
[01/10/2024 18:32:18] [17188] [INFO]- trans_tif2mask success, path: D:\micro\SWork\LandCover\Temporary\processing\tif_mask.tif ---from: ROIAlg.trans_tif2mask (ROIAlg.py:Line106)
[01/10/2024 18:32:18] [17188] [INFO]- create ROI image success! ---from: LandCoverMain.create_roi (LandCoverMain.py:Line339)
[01/10/2024 18:32:49] [17188] [INFO]- process_handle success! ---from: LandCoverMain.process_handle (LandCoverMain.py:Line619)
[01/10/2024 18:32:49] [17188] [INFO]- successful production of LandCover products! ---from: LandCoverMain.process_handle (LandCoverMain.py:Line620)
[01/10/2024 18:32:51] [17188] [INFO]- running use time: 0:13:52.343642 ---from: LandCoverMain.<module> (LandCoverMain.py:Line681)
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