diff --git a/src/core/water_quality_inversion_pipeline_GUI.py b/src/core/water_quality_inversion_pipeline_GUI.py index 52fbc93..91e7eec 100644 --- a/src/core/water_quality_inversion_pipeline_GUI.py +++ b/src/core/water_quality_inversion_pipeline_GUI.py @@ -2284,11 +2284,15 @@ class WaterQualityInversionPipeline: else: raise ValueError("请先执行步骤6: 训练机器学习模型，或提供models_dir参数") - # 检查prediction_dir中是否已有预测结果文件 + # 设置机器学习预测输出子目录 + ml_prediction_dir = self.prediction_dir / "Machine_Learning_Prediction" + ml_prediction_dir.mkdir(parents=True, exist_ok=True) + + # 检查Machine_Learning_Prediction子目录中是否已有预测结果文件 prediction_files = {} - if self.prediction_dir.exists(): + if ml_prediction_dir.exists(): # 查找所有CSV预测结果文件 - csv_files = list(self.prediction_dir.glob('*.csv')) + csv_files = list(ml_prediction_dir.glob('*.csv')) if csv_files: # 从文件名提取目标参数名（假设文件名为"target_name_prediction.csv"） for csv_file in csv_files: @@ -2312,11 +2316,11 @@ class WaterQualityInversionPipeline: # 检查是否所有目标参数都有预测文件 missing_targets = [t for t in target_folders if t not in prediction_files] if not missing_targets: - print(f"检测到已存在的预测结果文件，直接使用: {self.prediction_dir}") + print(f"检测到已存在的预测结果文件，直接使用: {ml_prediction_dir}") print(f"找到 {len(prediction_files)} 个预测结果文件") step_end_time = time.time() self._record_step_time("步骤8: 预测水质参数", step_start_time, step_end_time, status="skipped") - print(f"预测结果已设置: {self.prediction_dir}") + print(f"预测结果已设置: {ml_prediction_dir}") return prediction_files else: print(f"检测到部分预测结果文件，缺少以下目标参数: {missing_targets}") @@ -2329,7 +2333,7 @@ class WaterQualityInversionPipeline: all_results = inferencer.batch_inference_multi_models( models_root_dir=models_path, sampling_csv_path=sampling_csv_path, - output_dir=str(self.prediction_dir), + output_dir=str(ml_prediction_dir), metric=metric, prediction_column=prediction_column, output_format='csv' @@ -2342,7 +2346,7 @@ class WaterQualityInversionPipeline: step_end_time = time.time() self._record_step_time("步骤8: 预测水质参数", step_start_time, step_end_time) - print(f"预测完成，结果保存在: {self.prediction_dir}") + print(f"预测完成，结果保存在: {ml_prediction_dir}") # 生成预测结果报告 try: @@ -3731,15 +3735,17 @@ class WaterQualityInversionPipeline: else: raise ValueError("请先执行步骤6.5: 非经验模型训练，或提供non_empirical_models_dir参数") - # 检查预测目录中是否已有预测结果文件 - prediction_files = {} + # 设置非经验模型预测输出子目录 if output_path is not None: non_empirical_prediction_dir = Path(output_path) else: - # 使用和步骤8相同的prediction_dir目录，但文件名添加non_empirical_前缀 - non_empirical_prediction_dir = self.prediction_dir + # 使用Non_Empirical_Prediction子目录 + non_empirical_prediction_dir = self.prediction_dir / "Non_Empirical_Prediction" non_empirical_prediction_dir.mkdir(parents=True, exist_ok=True) + # 检查预测目录中是否已有预测结果文件 + prediction_files = {} + # 查找汇总CSV文件 summary_path = Path(final_models_dir) / "non_empirical_models_summary.csv" if not summary_path.exists(): @@ -3876,9 +3882,11 @@ class WaterQualityInversionPipeline: else: raise ValueError("请先执行步骤6.75: 自定义回归分析，或提供custom_regression_dir参数") - # 确定输出目录 + # 设置自定义回归预测输出子目录 if output_dir is None: - prediction_output_dir = str(self.prediction_dir) + custom_regression_prediction_dir = self.prediction_dir / "Custom_Regression_Prediction" + custom_regression_prediction_dir.mkdir(parents=True, exist_ok=True) + prediction_output_dir = str(custom_regression_prediction_dir) else: prediction_output_dir = output_dir diff --git a/src/gui/water_quality_gui.py b/src/gui/water_quality_gui.py index 87c7249..a179b14 100644 --- a/src/gui/water_quality_gui.py +++ b/src/gui/water_quality_gui.py @@ -5397,10 +5397,124 @@ class WaterQualityGUI(QMainWindow): # 训练数据模式状态 self.has_training_data = True # 默认有训练数据 + # 步骤输出路径记录 + self.step_outputs = {} # 记录每个步骤的输出路径 + + # 定义步骤依赖关系和标准输出路径 + self._init_step_dependencies() + self.init_ui() self.apply_stylesheet() self._disable_wheel_for_all_spinboxes() + def _init_step_dependencies(self): + """初始化步骤依赖关系和标准输出路径""" + # 定义每个步骤的标准输出路径模式（相对于工作目录） + self.step_default_outputs = { + 'step1': { + 'water_mask_ndwi': '1_water_mask/water_mask_from_ndwi.dat', + 'water_mask_shp': '1_water_mask/water_mask_from_shp.dat', + 'hsi_preview': '1_water_mask/hsi_preview.png', + 'water_mask_overlay': '1_water_mask/water_mask_overlay.png' + }, + 'step2': { + 'glint_mask': '2_glint/severe_glint_area.dat' + }, + 'step3': { + 'deglint_kutser': '3_deglint/deglint_kutser.bsq', + 'deglint_goodman': '3_deglint/deglint_goodman.bsq', + 'deglint_hedley': '3_deglint/deglint_hedley.bsq', + 'deglint_sugar': '3_deglint/deglint_sugar.bsq', + 'deglint_interpolated': '3_deglint/interpolated_*.bsq' # * = interpolation_method + }, + 'step4': { + 'processed_data': '4_processed_data/processed_data.csv' + }, + 'step5': { + 'training_spectra': '5_training_spectra/training_spectra.csv' + }, + 'step5_5': { + 'water_indices': '6_water_quality_indices/water_quality_indices.csv' + }, + 'step6': { + 'models': '7_Supervised_Model_Training/' # 目录，包含各参数子目录 + }, + 'step6_5': { + 'regression_models': '8_Regression_Modeling/' # 目录，包含各参数子目录 + }, + 'step6_75': { + 'custom_regression_models': '9_Custom_Regression_Modeling/' # 目录 + }, + 'step7': { + 'sampling_points': '10_sampling/sampling_spectra.csv' + }, + 'step8': { + 'predictions': '11_12_13_predictions/Machine_Learning_Prediction/' # 目录，包含机器学习预测结果 + }, + 'step8_5': { + 'regression_predictions': '11_12_13_predictions/Non_Empirical_Prediction/' # 目录，包含非经验模型预测结果 + }, + 'step8_75': { + 'custom_predictions': '11_12_13_predictions/Custom_Regression_Prediction/' # 目录，包含自定义回归预测结果 + }, + 'step9': { + 'distribution_maps': '14_visualization/' # 目录，包含专题图 + } + } + + # 定义步骤间的依赖关系：{当前步骤: {输入字段: (依赖步骤, 输出类型, 面板属性名)}} + self.step_dependencies = { + 'step2': { + 'img_path': ('step1', 'reference_img', 'img_file'), # 步骤2需要参考影像 + 'water_mask_path': ('step1', 'water_mask', 'water_mask_file') # 步骤2可选水域掩膜 + }, + 'step3': { + 'img_path': ('step1', 'reference_img', 'img_file'), # 步骤3需要参考影像 + 'water_mask': ('step1', 'water_mask', 'water_mask_file'), # 步骤3需要水域掩膜 + }, + 'step4': { + # 步骤4主要处理CSV文件，一般不依赖前面步骤的输出 + }, + 'step5': { + 'deglint_img_path': ('step3', 'deglint_image', 'deglint_img_file'), # 步骤5需要去耀斑影像 + 'csv_path': ('step4', 'processed_data', 'csv_file'), # 步骤5需要处理后的CSV + 'boundary_mask_path': ('step1', 'water_mask', 'boundary_mask_file'), # 步骤5可选水体掩膜 + 'glint_mask_path': ('step2', 'glint_mask', 'glint_mask_file') # 步骤5可选耀斑掩膜 + }, + 'step5_5': { + 'csv_path': ('step4', 'processed_data', 'csv_file') # 步骤5.5需要处理后的CSV + }, + 'step6': { + 'csv_path': ('step5', 'training_spectra', 'csv_file') # 步骤6需要训练光谱数据 + }, + 'step6_5': { + 'csv_path': ('step5', 'training_spectra', 'csv_file') # 步骤6.5需要训练光谱数据 + }, + 'step6_75': { + 'csv_path': ('step5', 'training_spectra', 'csv_file') # 步骤6.75需要训练光谱数据 + }, + 'step7': { + 'deglint_img_path': ('step3', 'deglint_image', 'deglint_img_file'), # 步骤7需要去耀斑影像 + 'water_mask_path': ('step1', 'water_mask', 'water_mask_file'), # 步骤7需要水域掩膜 + 'glint_mask_path': ('step2', 'glint_mask', 'glint_mask_file') # 步骤7可选耀斑掩膜 + }, + 'step8': { + 'sampling_csv_path': ('step7', 'sampling_points', 'sampling_csv_file'), # 步骤8需要采样点 + 'models_dir': ('step6', 'models', 'models_dir_file') # 步骤8需要训练好的模型 + }, + 'step8_5': { + 'sampling_csv_path': ('step7', 'sampling_points', 'sampling_csv_file'), # 步骤8.5需要采样点 + 'models_dir': ('step6_5', 'regression_models', 'models_dir') # 步骤8.5需要回归模型 + }, + 'step8_75': { + 'sampling_csv_path': ('step7', 'sampling_points', 'sampling_csv_file'), # 步骤8.75需要采样点 + 'models_dir': ('step6_75', 'custom_regression_models', 'models_dir') # 步骤8.75需要自定义回归模型 + }, + 'step9': { + 'prediction_csv_path': ('step8', 'predictions', 'prediction_csv_file') # 步骤9需要预测结果CSV + } + } + def get_icon_path(self, icon_filename): """ 获取图标文件的完整路径 @@ -5580,6 +5694,13 @@ class WaterQualityGUI(QMainWindow): open_dir_action = tools_menu.addAction("打开工作目录") open_dir_action.triggered.connect(self.open_work_directory) + tools_menu.addSeparator() + + # 添加自动填充功能 + auto_fill_action = tools_menu.addAction("自动填充所有输入路径") + auto_fill_action.triggered.connect(self.auto_populate_all_steps) + auto_fill_action.setToolTip("根据工作目录中的文件自动填充各步骤的输入路径") + # 在工具菜单中添加训练数据模式切换按钮 self.training_mode_action = tools_menu.addAction("有训练数据模式") self.training_mode_action.setCheckable(True) @@ -5719,7 +5840,7 @@ class WaterQualityGUI(QMainWindow): ], "阶段四：预测与成果输出 ": [ ("step7", "10. 采样点布设"), - ("step8", "11. 机器学习学习预测"), + ("step8", "11. 机器学习预测"), ("step8_5", "12. 回归预测"), ("step8_75", "13. 自定义回归预测"), ("step9", "14. 专题图生成"), @@ -5958,6 +6079,9 @@ class WaterQualityGUI(QMainWindow): # 初始化训练数据模式UI状态 self.update_ui_for_training_mode() + # 为步骤面板添加自动填充功能 + self.add_auto_fill_buttons_to_panels() + # 显示pipeline状态 self.show_pipeline_status_on_startup() @@ -6007,6 +6131,8 @@ class WaterQualityGUI(QMainWindow): if item_data in step_id_to_tab: tab_index = step_id_to_tab[item_data] self.step_stack.setCurrentIndex(tab_index) + # 切换到步骤时自动填充输入路径 + self.auto_populate_step_inputs(item_data) def on_tab_changed(self, index): """Tab页面切换时同步更新左侧步骤列表""" @@ -6161,6 +6287,289 @@ class WaterQualityGUI(QMainWindow): 'report_generation': self.report_panel.get_config(), } return config + + def auto_populate_step_inputs(self, step_id): + """自动填充指定步骤的输入路径，返回填充的字段数量""" + if step_id not in self.step_dependencies: + return 0 # 该步骤没有依赖关系 + + # 获取对应的面板 + panel = self.get_step_panel(step_id) + if not panel: + return 0 + + work_dir = getattr(self, 'work_dir', './work_dir') + work_path = Path(work_dir) + + dependencies = self.step_dependencies[step_id] + filled_count = 0 + + for input_field, (dep_step, output_type, panel_attr) in dependencies.items(): + # 检查面板是否有对应的属性 + if not hasattr(panel, panel_attr): + continue + + file_widget = getattr(panel, panel_attr) + + # 如果输入框已经有内容，跳过自动填充 + if file_widget.get_path().strip(): + continue + + # 查找依赖步骤的输出文件 + output_path = self.find_step_output(work_path, dep_step, output_type) + + if output_path and Path(output_path).exists(): + file_widget.set_path(output_path) + self.log_message(f"自动填充 {step_id}.{input_field}: {output_path}", "info") + filled_count += 1 + + return filled_count + + def get_step_panel(self, step_id): + """根据步骤ID获取对应的面板对象""" + panel_map = { + 'step1': self.step1_panel, + 'step2': self.step2_panel, + 'step3': self.step3_panel, + 'step4': self.step4_panel, + 'step5': self.step5_panel, + 'step5_5': self.step5_5_panel, + 'step6': self.step6_panel, + 'step6_5': self.step6_5_panel, + 'step6_75': self.step6_75_panel, + 'step7': self.step7_panel, + 'step8': self.step8_panel, + 'step8_5': self.step8_5_panel, + 'step8_75': self.step8_75_panel, + 'step9': self.step9_panel, + } + return panel_map.get(step_id) + + def find_step_output(self, work_path, step_id, output_type): + """查找指定步骤的输出文件""" + if step_id not in self.step_default_outputs: + return None + + step_outputs = self.step_default_outputs[step_id] + + # 特殊处理：从step_outputs记录中查找实际输出路径 + if step_id in self.step_outputs: + actual_outputs = self.step_outputs[step_id] + if output_type in actual_outputs: + return actual_outputs[output_type] + + # 根据输出类型查找对应的文件 + if output_type == 'water_mask': + # 水域掩膜：优先查找NDWI生成的，其次是shp生成的 + for mask_type in ['water_mask_ndwi', 'water_mask_shp']: + if mask_type in step_outputs: + mask_path = work_path / step_outputs[mask_type] + if mask_path.exists(): + return str(mask_path) + elif output_type == 'reference_img': + # 参考影像：从step1的配置中获取用户输入的影像路径 + if hasattr(self, 'step1_panel'): + img_path = self.step1_panel.img_file.get_path() + if img_path and Path(img_path).exists(): + return img_path + elif output_type == 'deglint_image': + # 去耀斑影像：查找step3的各种去耀斑方法输出 + deglint_types = ['deglint_kutser', 'deglint_goodman', 'deglint_hedley', 'deglint_sugar'] + for deglint_type in deglint_types: + if deglint_type in step_outputs: + deglint_path = work_path / step_outputs[deglint_type] + if deglint_path.exists(): + return str(deglint_path) + # 还要检查插值方法生成的文件 + deglint_dir = work_path / "3_deglint" + if deglint_dir.exists(): + for file_path in deglint_dir.glob("interpolated_*.bsq"): + return str(file_path) + elif output_type in step_outputs: + # 直接匹配的输出类型 + relative_path = step_outputs[output_type] + if relative_path.endswith('/'): + # 是目录 + output_path = work_path / relative_path.rstrip('/') + if output_path.exists() and output_path.is_dir(): + return str(output_path) + else: + # 是文件 + output_path = work_path / relative_path + if output_path.exists(): + return str(output_path) + + return None + + def scan_work_directory_for_files(self, work_path): + """扫描工作目录，自动发现各步骤的输出文件""" + discovered_outputs = {} + + # 扫描各个子目录 + subdirs = { + '1_water_mask': 'step1', + '2_glint': 'step2', + '3_deglint': 'step3', + '4_processed_data': 'step4', + '5_training_spectra': 'step5', + '6_water_quality_indices': 'step5_5', + '7_Supervised_Model_Training': 'step6', + '8_Regression_Modeling': 'step6_5', + '9_Custom_Regression_Modeling': 'step6_75', + '10_sampling': 'step7', + '11_12_13_predictions/Machine_Learning_Prediction': 'step8', + '11_12_13_predictions/Non_Empirical_Prediction': 'step8_5', + '11_12_13_predictions/Custom_Regression_Prediction': 'step8_75', + '14_visualization': 'step9' + } + + for subdir, step_ids in subdirs.items(): + subdir_path = work_path / subdir + if not subdir_path.exists(): + continue + + if isinstance(step_ids, str): + step_ids = [step_ids] + + # 扫描该目录下的文件 + for file_path in subdir_path.rglob('*'): + if file_path.is_file(): + file_name = file_path.name.lower() + + # 根据文件名模式判断输出类型 + for step_id in step_ids: + if step_id not in discovered_outputs: + discovered_outputs[step_id] = {} + + # 匹配不同的文件类型 + if 'water_mask' in file_name and step_id == 'step1': + discovered_outputs[step_id]['water_mask'] = str(file_path) + elif 'glint' in file_name and 'mask' in file_name and step_id == 'step2': + discovered_outputs[step_id]['glint_mask'] = str(file_path) + elif 'deglint' in file_name and step_id == 'step3': + discovered_outputs[step_id]['deglint_image'] = str(file_path) + elif 'processed_data' in file_name and step_id == 'step4': + discovered_outputs[step_id]['processed_data'] = str(file_path) + elif 'training_spectra' in file_name and step_id == 'step5': + discovered_outputs[step_id]['training_spectra'] = str(file_path) + elif 'water_quality_indices' in file_name and step_id == 'step5_5': + discovered_outputs[step_id]['water_indices'] = str(file_path) + elif 'sampling_spectra' in file_name and step_id == 'step7': + discovered_outputs[step_id]['sampling_points'] = str(file_path) + elif file_name.endswith('.csv') and step_id in ['step8', 'step8_5', 'step8_75']: + discovered_outputs[step_id]['predictions'] = str(file_path) + + # 更新内部记录 + for step_id, outputs in discovered_outputs.items(): + if step_id not in self.step_outputs: + self.step_outputs[step_id] = {} + self.step_outputs[step_id].update(outputs) + + return discovered_outputs + + def auto_populate_all_steps(self): + """自动填充所有步骤的输入路径""" + work_dir = getattr(self, 'work_dir', './work_dir') + work_path = Path(work_dir) + + if not work_path.exists(): + QMessageBox.warning(self, "警告", f"工作目录不存在: {work_dir}\n请先设置正确的工作目录。") + return + + # 首先扫描工作目录发现已有的输出文件 + self.scan_work_directory_for_files(work_path) + + step_order = ['step2', 'step3', 'step4', 'step5', 'step5_5', 'step6', 'step6_5', 'step6_75', + 'step7', 'step8', 'step8_5', 'step8_75', 'step9'] + + filled_count = 0 + for step_id in step_order: + old_count = filled_count + filled_count += self.auto_populate_step_inputs(step_id) + + if filled_count > 0: + self.log_message(f"已完成所有步骤的自动路径填充，共填充 {filled_count} 个输入字段", "info") + QMessageBox.information(self, "完成", f"自动填充完成！\n共填充了 {filled_count} 个输入字段。") + else: + self.log_message("未发现可自动填充的路径", "info") + QMessageBox.information(self, "完成", "未发现可自动填充的路径。\n请确保工作目录中有相关的输出文件。") + + def add_auto_fill_buttons_to_panels(self): + """为各个步骤面板添加自动填充按钮""" + # 这个方法会在UI初始化完成后调用 + # 为每个有依赖关系的步骤面板添加自动填充功能 + panels_with_dependencies = [ + ('step2', self.step2_panel), + ('step3', self.step3_panel), + ('step5', self.step5_panel), + ('step5_5', self.step5_5_panel), + ('step6', self.step6_panel), + ('step6_5', self.step6_5_panel), + ('step6_75', self.step6_75_panel), + ('step7', self.step7_panel), + ('step8', self.step8_panel), + ('step8_5', self.step8_5_panel), + ('step8_75', self.step8_75_panel), + ('step9', self.step9_panel) + ] + + for step_id, panel in panels_with_dependencies: + if panel: + # 为面板添加自动填充方法 + def create_auto_fill_method(sid): + def auto_fill_inputs(): + self.auto_populate_step_inputs(sid) + return auto_fill_inputs + + panel.auto_fill_inputs = create_auto_fill_method(step_id) + + # 尝试添加自动填充按钮到面板（如果面板支持的话） + self.try_add_auto_fill_button(panel) + + def try_add_auto_fill_button(self, panel): + """尝试为面板添加自动填充按钮""" + try: + # 查找面板中的运行按钮，在其旁边添加自动填充按钮 + if hasattr(panel, 'run_btn') and hasattr(panel, 'auto_fill_inputs'): + run_btn = panel.run_btn + + # 检查是否已经有自动填充按钮了 + if hasattr(panel, 'auto_fill_btn'): + return + + # 创建自动填充按钮 + auto_fill_btn = QPushButton("🔄 自动填充") + auto_fill_btn.setStyleSheet(ModernStylesheet.get_button_stylesheet('normal')) + auto_fill_btn.setToolTip("从工作目录自动填充输入路径") + auto_fill_btn.clicked.connect(panel.auto_fill_inputs) + auto_fill_btn.setMaximumWidth(120) + + # 获取运行按钮的父布局 + parent_layout = run_btn.parent().layout() + if parent_layout: + # 找到运行按钮在布局中的位置 + for i in range(parent_layout.count()): + if parent_layout.itemAt(i).widget() == run_btn: + # 创建水平布局容器 + btn_container = QWidget() + btn_layout = QHBoxLayout(btn_container) + btn_layout.setContentsMargins(0, 0, 0, 0) + + # 从原布局中移除运行按钮 + parent_layout.removeWidget(run_btn) + + # 添加按钮到新的水平布局 + btn_layout.addWidget(auto_fill_btn) + btn_layout.addWidget(run_btn) + + # 将按钮容器添加到原位置 + parent_layout.insertWidget(i, btn_container) + + panel.auto_fill_btn = auto_fill_btn + break + except Exception as e: + # 如果添加失败，静默忽略 + pass def set_work_directory(self): """设置工作目录""" @@ -6313,6 +6722,7 @@ class WaterQualityGUI(QMainWindow): self.worker = WorkerThread(work_dir, worker_config, mode='full') self.worker.log_message.connect(self.log_message, Qt.QueuedConnection) self.worker.progress_update.connect(self.update_progress, Qt.QueuedConnection) + self.worker.step_completed.connect(self.on_step_completed, Qt.QueuedConnection) self.worker.finished.connect(self.on_pipeline_finished, Qt.QueuedConnection) # 更新UI状态 @@ -6357,6 +6767,64 @@ class WaterQualityGUI(QMainWindow): self.log_message("="*50, "error") QMessageBox.critical(self, "失败", f"流程执行失败:\n\n{message[:200]}") + def on_step_completed(self, step_name, success, message): + """步骤完成回调：记录输出路径并更新后续步骤""" + if not success: + return + + # 记录步骤输出路径到内存 + work_dir = getattr(self, 'work_dir', './work_dir') + work_path = Path(work_dir) + + # 根据步骤名称和约定路径，记录实际输出 + if step_name not in self.step_outputs: + self.step_outputs[step_name] = {} + + # 扫描工作目录，更新该步骤的输出路径 + self.update_step_outputs(step_name, work_path) + + # 自动填充依赖该步骤输出的后续步骤 + self.auto_populate_dependent_steps(step_name) + + def update_step_outputs(self, step_name, work_path): + """更新指定步骤的输出路径记录""" + if step_name not in self.step_default_outputs: + return + + step_outputs = self.step_default_outputs[step_name] + + for output_type, relative_path in step_outputs.items(): + if '*' in relative_path: + # 处理通配符路径 + pattern_path = work_path / relative_path.replace('*', '*') + matching_files = list(pattern_path.parent.glob(pattern_path.name)) + if matching_files: + # 选择最新的文件 + latest_file = max(matching_files, key=lambda p: p.stat().st_mtime) + self.step_outputs[step_name][output_type] = str(latest_file) + else: + output_path = work_path / relative_path + if output_path.exists(): + self.step_outputs[step_name][output_type] = str(output_path) + + def auto_populate_dependent_steps(self, completed_step): + """自动填充依赖于已完成步骤的后续步骤""" + for step_id, dependencies in self.step_dependencies.items(): + for input_field, (dep_step, output_type, panel_attr) in dependencies.items(): + if dep_step == completed_step: + # 找到依赖于刚完成步骤的后续步骤，尝试自动填充 + panel = self.get_step_panel(step_id) + if panel and hasattr(panel, panel_attr): + file_widget = getattr(panel, panel_attr) + # 如果输入框为空，则自动填充 + if not file_widget.get_path().strip(): + work_dir = getattr(self, 'work_dir', './work_dir') + work_path = Path(work_dir) + output_path = self.find_step_output(work_path, dep_step, output_type) + if output_path and Path(output_path).exists(): + file_widget.set_path(output_path) + self.log_message(f"步骤完成后自动填充 {step_id}.{input_field}: {output_path}", "info") + def run_single_step(self, step_name, config): """运行单个步骤""" if not PIPELINE_AVAILABLE: @@ -6373,6 +6841,7 @@ class WaterQualityGUI(QMainWindow): self.worker = WorkerThread(work_dir, config, mode='single_step', step_name=step_name) self.worker.log_message.connect(self.log_message, Qt.QueuedConnection) self.worker.progress_update.connect(self.update_progress, Qt.QueuedConnection) + self.worker.step_completed.connect(self.on_step_completed, Qt.QueuedConnection) self.worker.finished.connect(self.on_pipeline_finished, Qt.QueuedConnection) # 更新UI状态 diff --git a/src/gui/work_dir/10_sampling/sampling_spectra.csv b/src/gui/work_dir/10_sampling/sampling_spectra.csv deleted file mode 100644 index 72a372c..0000000 --- a/src/gui/work_dir/10_sampling/sampling_spectra.csv +++ /dev/null @@ -1,11311 +0,0 @@ -x_coord,y_coord,pixel_x,pixel_y,374.285004,386.373993,398.493011,410.641998,422.821991,435.032013,447.273010,459.545013,471.846985,484.179993,496.542999,508.936005,521.361023,533.815002,546.301025,558.815979,571.362976,583.939026,596.546997,609.184998,621.853027,634.552002,647.281006,660.041016,672.831970,685.653015,698.505005,711.387024,724.299011,737.242004,750.216003,763.219971,776.255005,789.320007,802.416016,815.541992,828.698975,841.887024,855.104004,868.353027,881.632019,894.940979,908.281006,921.651978,935.052979,948.484985,961.947021,975.439026,988.963013,1002.515991 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-601253.155000,4611885.550000,2555,7505,169.168610,169.697540,161.408279,153.788452,141.499191,136.821503,136.069443,134.036377,134.573563,138.474396,141.978531,150.887619,164.887619,178.185150,189.945480,202.449600,208.482666,204.689270,191.061172,175.019852,167.375229,163.515717,158.127289,130.920670,114.540504,129.978531,146.003326,123.623154,66.168617,19.389273,14.375226,18.889273,20.019852,31.119028,40.904152,33.436382,4.897530,1.823971,1.009920,0.941326,0.750414,1.679341,2.839670,0.427274,20.560333,8.604960,10.299175,7.024795,8.063638,4.310744 diff --git a/src/gui/work_dir/10_sampling/sampling_spectra_valid_area.bsq b/src/gui/work_dir/10_sampling/sampling_spectra_valid_area.bsq deleted file mode 100644 index 69e6f5f..0000000 Binary files a/src/gui/work_dir/10_sampling/sampling_spectra_valid_area.bsq and /dev/null differ diff --git a/src/gui/work_dir/10_sampling/sampling_spectra_valid_area.hdr b/src/gui/work_dir/10_sampling/sampling_spectra_valid_area.hdr deleted file mode 100644 index b28cae7..0000000 --- a/src/gui/work_dir/10_sampling/sampling_spectra_valid_area.hdr +++ /dev/null @@ -1,15 +0,0 @@ -ENVI -description = { -work_dir\10_sampling\sampling_spectra_valid_area.bsq} -samples = 11363 -lines = 10408 -bands = 1 -header offset = 0 -file type = ENVI Standard -data type = 4 -interleave = bsq -byte order = 0 -map info = {UTM, 1, 1, 600742.055, 4613386.65, 0.2, 0.2, 51, North,WGS-84} -coordinate system string = {PROJCS["unnamed",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",123.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]} -band names = { -Band 1} diff --git a/src/gui/work_dir/1_water_mask/hsi_preview.png b/src/gui/work_dir/1_water_mask/hsi_preview.png deleted file mode 100644 index 13dcaf9..0000000 Binary files a/src/gui/work_dir/1_water_mask/hsi_preview.png and /dev/null differ diff --git a/src/gui/work_dir/1_water_mask/water_mask_from_shp.dat b/src/gui/work_dir/1_water_mask/water_mask_from_shp.dat deleted file mode 100644 index 69e6f5f..0000000 Binary files a/src/gui/work_dir/1_water_mask/water_mask_from_shp.dat and /dev/null differ diff --git a/src/gui/work_dir/1_water_mask/water_mask_from_shp.hdr b/src/gui/work_dir/1_water_mask/water_mask_from_shp.hdr deleted file mode 100644 index 1b9f3f5..0000000 --- a/src/gui/work_dir/1_water_mask/water_mask_from_shp.hdr +++ /dev/null @@ -1,15 +0,0 @@ -ENVI -description = { -work_dir\1_water_mask\water_mask_from_shp.dat} -samples = 11363 -lines = 10408 -bands = 1 -header offset = 0 -file type = ENVI Standard -data type = 4 -interleave = bsq -byte order = 0 -map info = {UTM, 1, 1, 600742.055, 4613386.65, 0.2, 0.2, 51, North,WGS-84} -coordinate system string = {PROJCS["unnamed",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",123.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]} -band names = { -Band 1} diff --git a/src/gui/work_dir/1_water_mask/water_mask_from_shp__tmp_delete.hdr b/src/gui/work_dir/1_water_mask/water_mask_from_shp__tmp_delete.hdr deleted file mode 100644 index f866dd2..0000000 --- a/src/gui/work_dir/1_water_mask/water_mask_from_shp__tmp_delete.hdr +++ /dev/null @@ -1,15 +0,0 @@ -ENVI -description = { -work_dir\1_water_mask\water_mask_from_shp__tmp_delete.dat} -samples = 7411 -lines = 5368 -bands = 1 -header offset = 0 -file type = ENVI Standard -data type = 1 -interleave = bsq -byte order = 0 -map info = {UTM, 1, 1, 600947.955, 4612951.75, 0.2, 0.2, 51, North,WGS-84} -coordinate system string = {PROJCS["WGS_1984_UTM_Zone_51N",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",123.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]} -band names = { -Band 1} diff --git a/src/gui/work_dir/1_water_mask/water_mask_overlay.png b/src/gui/work_dir/1_water_mask/water_mask_overlay.png deleted file mode 100644 index ca6b519..0000000 Binary files a/src/gui/work_dir/1_water_mask/water_mask_overlay.png and /dev/null differ diff --git a/src/preprocessing/spectral_Preprocessing.py b/src/preprocessing/spectral_Preprocessing.py index 7c24244..cccc296 100644 --- a/src/preprocessing/spectral_Preprocessing.py +++ b/src/preprocessing/spectral_Preprocessing.py @@ -150,7 +150,7 @@ def Preprocessing(method, input_spectrum, save_path=None): # SS预处理模型保存到工作目录的7_Supervised_Model_Training/scaler_params.pkl # 如果调用者没有提供save_path，则使用默认路径 if not save_path: - save_path = r'E:\code\WQ\models\scaler_params.pkl' + save_path = r'.\scaler_params.pkl' output_spectrum = SS(input_spectrum.values, save_path) elif method == 'CT': output_spectrum = CT(input_spectrum.values)