diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000..26d3352
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000..105ce2d
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000..dc9ea49
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+
+
+
+
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000..d1d781e
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/program_1.iml b/.idea/program_1.iml
new file mode 100644
index 0000000..8437fe6
--- /dev/null
+++ b/.idea/program_1.iml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..35eb1dd
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/ZS1.pos b/ZS1.pos
new file mode 100644
index 0000000..b70ad97
--- /dev/null
+++ b/ZS1.pos
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diff --git a/ZS4.pos b/ZS4.pos
new file mode 100644
index 0000000..4a498d2
--- /dev/null
+++ b/ZS4.pos
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diff --git a/new_code/CREAT.py b/new_code/CREAT.py
new file mode 100644
index 0000000..3bc7706
--- /dev/null
+++ b/new_code/CREAT.py
@@ -0,0 +1,134 @@
+import numpy as np
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+from scipy.stats import gaussian_kde
+from scipy.spatial.distance import cdist
+import copy
+
+
+class create():
+ def __init__(self):
+ """
+ data is the x and y coordinate of data.pos
+ contours is the edge points
+ f is the kernel density value
+ levels is the levels for contours
+ x_range is the range of x label
+ y_range is the range of y label
+
+ """
+ self.data = []
+ self.contours = []
+ self.f = []
+ self.levels = []
+ self.x_range = []
+ self.y_range = []
+
+ def data_pre(self, data_name):
+ with open(data_name, 'r') as f:
+ lines = f.readlines()
+ L_en=len(lines)
+ lines= lines[1:L_en]
+ data = []
+ for line in lines:
+ x, y,z,t = line.strip().split("\t")
+ data.append(list(map(float, [x,y])))
+ data = np.array(data)
+ self.data = data
+ self.x_range = [min(data[:, 0]), max(data[:,0])]
+ self.y_range = [min(data[:, 1]), max(data[:,1])]
+
+ def contours_pre(self, level_nums, gWeight):
+
+ x = self.data[:, 0]
+ y = self.data[:, 1]
+ # 使用scipy库中的gaussian_kde函数计算密度估计
+ kde = gaussian_kde(self.data.T)
+ # 生成网格点坐标
+ xx, yy = np.mgrid[x.min():x.max():200j, y.min():y.max():200j]
+ positions = np.vstack([xx.ravel(), yy.ravel()])
+ # 计算网格点上的密度估计值
+ f = np.reshape(kde(positions).T, xx.shape)
+ # 绘制等高线图
+ levels = []
+ for i in range(level_nums):
+ levels.append(f.max() - (level_nums - i - 1) * (f.max() - f.min()) / gWeight)
+ self.levels = levels
+ contours = plt.contour(xx, yy, f, levels=[levels[0], levels[level_nums - 1]], cmap='coolwarm', alpha=0)
+ plt.close()
+ self_contours = []
+ for i in range(len(contours.allsegs[0])):
+ self_contours += contours.allsegs[0][i].tolist()
+
+ for i in range(len(self_contours)):
+ if self_contours[i] not in self.contours:
+ self.contours += [self_contours[i]]
+
+ self.f = f
+
+
+class well_to_edge():
+ def __init__(self):
+ """
+ name is used to store the well names
+ type is the types of the wells
+ position is the coordinates of wells
+ min_distance is the minimum distances between wells and edge
+ welltoedge_points is the points responding to the min_distance
+ angle is the angles between the shortest distance direction vector from the well to the edge and the positive direction of the y-axis during clockwise rotation;
+ wells_num: the number of wells
+ """
+ self.name = []
+ self.type = []
+ self.position = []
+ self.min_distance = []
+ self.welltoedge_points = []
+ self.angle = []
+ self.wells_num = 0
+
+ def wells_name_and_position(self, wells_name):
+ # 读取井位信息
+ with open(wells_name, 'r') as f_j:
+ j_ing = f_j.readlines()
+ points = []
+ typee = []
+ namee = []
+ for line in j_ing:
+ x, y, type, name = line.strip().split("\t")
+ points.append(list(map(float, [x, y])))
+ typee.append(list(map(int, [type])))
+ namee.append(name.split('\n'))
+ self.position = points
+ self.name = namee
+ self.type = typee
+ self.wells_num = len(points)
+
+ def welltoedge_distance(self, contour_points):
+ min_distance = []
+ contours_p=[]
+ angles=[]
+ wells_num = self.wells_num
+ points = self.position
+ # 定义待计算距离的点
+ for i in range(wells_num):
+ point = np.array([points[i][0], points[i][1]])
+ # 计算点到等高线上所有点之间的距离
+ distances = cdist(point.reshape(1, -1), contour_points)
+ # 取距离的最小值
+ min_distance.append(distances.min())
+ # 记录最短距离对应的点
+ for ii in range(distances.size):
+ if distances[0][ii] == min_distance[-1]:
+ contours_p.append(contour_points[ii])
+ # 计算角度（y轴为正北方向）
+ direct = contours_p[-1] - point
+ if direct[0] < 0:
+ angles.append(360-np.arccos(np.dot(direct, np.array(([0, 1]))) / np.linalg.norm(
+ direct)) / np.pi * 180)
+ else:
+ angles.append(np.arccos(np.dot(direct, np.array(([0, 1]))) / np.linalg.norm(
+ direct)) / np.pi * 180)
+
+ self.min_distance = min_distance
+ self.welltoedge_points = contours_p
+ self.angle = angles
\ No newline at end of file
diff --git a/new_code/QT/PLT2.ui b/new_code/QT/PLT2.ui
new file mode 100644
index 0000000..2dee90b
--- /dev/null
+++ b/new_code/QT/PLT2.ui
@@ -0,0 +1,196 @@
+
+
+ Form
+
+
+
+ 0
+ 0
+ 871
+ 766
+
+
+
+
+ 8
+ 0
+
+
+
+ Form
+
+
+ -
+
+
-
+
+
-
+
+
-
+
+
-
+
+
+
+ 1
+ 0
+
+
+
+ 数据名：
+
+
+
+ -
+
+
+
+ 2
+ 0
+
+
+
+ 请输入数据名，如data1.pos,data.pos
+
+
+
+
+
+ -
+
+
-
+
+
+
+ 1
+ 0
+
+
+
+ gWeight：
+
+
+
+ -
+
+
+ 15
+
+
+
+
+
+ -
+
+
-
+
+
+
+ 1
+ 0
+
+
+
+ levels:
+
+
+
+ -
+
+
+
+ 36
+ 20
+
+
+
+ 5
+
+
+ QAbstractSpinBox::AdaptiveDecimalStepType
+
+
+ 14
+
+
+
+
+
+ -
+
+
-
+
+
+
+ 1
+ 0
+
+
+
+ 井文件：
+
+
+
+ -
+
+
+
+ 2
+ 0
+
+
+
+ 请输入井文件名，如well.txt
+
+
+
+
+
+ -
+
+
-
+
+
+ Qt::Horizontal
+
+
+
+ 40
+ 20
+
+
+
+
+ -
+
+
+ 绘图
+
+
+
+
+
+
+
+
+
+ -
+
+
+ -
+
+
+
+ 0
+ 0
+
+
+
+
+
+
+
+
+
+
+
diff --git a/new_code/ZS1.pos b/new_code/ZS1.pos
new file mode 100644
index 0000000..b70ad97
--- /dev/null
+++ b/new_code/ZS1.pos
@@ -0,0 +1,169 @@
+168
+148.3 51.1 3399.5 181.896
+39.9 53.3 3381.6 281.464
+56.6 -133.5 3408.2 444.495
+-18.7 27.9 3391.1 565.336
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+-84.7 -32.6 3395.7 727.757
+123.8 13.4 3394.6 872.940
+-68.7 -15.1 3390.7 999.104
+-8.2 -84.7 3381.7 1101.427
+20.6 18.7 3402.1 1250.124
+6.6 -23.1 3395.3 1419.339
+47 -19.9 3401.8 1608.589
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+45.5 -48 3391.1 1869.119
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+25 -39.9 3404.9 2537.608
+-28.6 -101.7 3386.1 2708.270
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+-2.3 -52.8 3404.1 2939.141
+2.1 -2 3389.8 3045.125
+-26 25 3384.5 3110.937
+-126 24.7 3390.2 3207.461
+-73.8 -62.2 3378.8 3319.875
+-42.2 -18.7 3380.4 3437.201
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+5 68.5 3385.3 9029.961
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+-87.6 -46.3 3395.8 17714.984
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+-61.5 24.4 3390.5 18053.969
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+12.8 66.7 3374.2 21541.777
+-45.6 26.5 3398.1 21755.538
+-35.1 9.9 3386.6 21912.614
diff --git a/new_code/ZS4.pos b/new_code/ZS4.pos
new file mode 100644
index 0000000..4a498d2
--- /dev/null
+++ b/new_code/ZS4.pos
@@ -0,0 +1,192 @@
+191
+-35.2 -15.6 3382 54.395
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+-95.4 64.5 3389.6 20208.230
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+45.7 -140.6 3397.5 21989.360
+-254.4 -2.7 3386.4 22055.59
diff --git a/new_code/test2.py b/new_code/test2.py
new file mode 100644
index 0000000..758fef2
--- /dev/null
+++ b/new_code/test2.py
@@ -0,0 +1,131 @@
+import sys
+from PySide6.QtWidgets import QApplication, QMainWindow, QGraphicsView
+from PySide6.QtUiTools import QUiLoader
+from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas
+from matplotlib.backends.backend_qt5agg import NavigationToolbar2QT as NavigationToolbar
+from matplotlib.figure import Figure
+import matplotlib.pyplot as plt
+from PySide6.QtWidgets import QVBoxLayout
+import CREAT
+import numpy as np
+import matplotlib as mpl
+
+
+class MainWindow(QMainWindow):
+ def __init__(self):
+ super().__init__()
+ self.toolbar = None
+ self.canvas = None
+ # 加载UI文件
+ self.ui = QUiLoader().load('QT/PLT2.ui')
+ # 更新图窗
+ self.ui.graphicsView.repaint()
+ self.ui.graphicsView.update()
+ self.graphics_layout = QVBoxLayout(self.ui.graphicsView)
+ # 绘制Matplotlib图形
+ self.ui.pushButton_4.clicked.connect(lambda: self.plot_density())
+
+ def plot_density(self):
+ fig, ax = self.scene_fig()
+ data_name = self.ui.lineEdit.text().split(',')
+ level_nums = self.ui.spinBox_2.value()
+ gWeight = self.ui.spinBox.value()
+ data = CREAT.create()
+ zmin = 1
+ zmax = 0
+ for i in range(len(data_name)):
+ data.data_pre(data_name[i])
+ data.contours_pre(level_nums, gWeight)
+
+ """画出密度等高线"""
+ f = data.f
+ x_min, x_max = data.x_range[0], data.x_range[1]
+ y_min, y_max = data.y_range[0], data.y_range[1]
+ levels = data.levels
+
+ xx, yy = np.mgrid[x_min:x_max:200j, y_min:y_max:200j]
+ # 填充等高线图中间的区域
+ cmap = mpl.colormaps.get_cmap('jet')
+ colors = cmap(np.linspace(0, 1, level_nums))
+ level = [levels[0], levels[-1]]
+ ff = ax.contourf(xx, yy, f, levels=level, colors=colors[level_nums - i - 1:level_nums - i], alpha=1,
+ zorder=len(data_name) - i)
+ zmin = min(zmin, ff.zmin)
+ zmax = max(zmax, ff.zmax)
+ ax.set_xlabel('X')
+ ax.set_ylabel('Y')
+ ax.set_title('Density Distribution')
+
+ # 生成colorbar
+ sm = mpl.cm.ScalarMappable(cmap=cmap, norm=mpl.colors.Normalize(vmin=zmin, vmax=zmax))
+ sm.set_array([])
+ fig.colorbar(sm, ax=ax)
+
+ wells_name = self.ui.lineEdit_4.text()
+ if wells_name == '':
+ self.canvas_adjust(fig)
+ else:
+ wells = CREAT.well_to_edge()
+ wells.wells_name_and_position(wells_name)
+ wells.welltoedge_distance(data.contours)
+
+ """画井位信息"""
+ typee = wells.type
+ points = wells.position
+ namee = wells.name
+ min_distance = wells.min_distance
+ contours_p = wells.welltoedge_points
+ for i in range(len(points)):
+ if typee[i][0] == 0:
+ ax.scatter(points[i][0], points[i][1], marker='o', edgecolors='black', facecolors='none', s=100)
+ ax.scatter(points[i][0], points[i][1], marker='o', edgecolors='black', facecolors='none', s=50,
+ linewidths=1)
+ ax.scatter(points[i][0], points[i][1], marker='o', edgecolors='black', facecolors='none', s=30)
+ ax.text(points[i][0] + min_distance[i] / 20, points[i][1] - min_distance[i] / 20, f'{namee[i][0]}',
+ fontdict={'size': '10', 'color': 'b'}, zorder=len(data_name) + 2) # 井名信息
+ else:
+
+ ax.scatter(points[i][0], points[i][1], marker='o', edgecolors='black', facecolors='black', s=100, zorder=len(data_name)+1)
+ ax.text(points[i][0] + min_distance[i] / 20, points[i][1] - min_distance[i] / 20, f'{namee[i][0]}',
+ fontdict={'size': '10', 'color': 'b'}, zorder=len(data_name) + 2) # 井名信息
+ continue
+ # 绘制油井边缘最短距离点的箭头并标出距离
+ ax.quiver(points[i][0], points[i][1], contours_p[i][0] - points[i][0], contours_p[i][1] - points[i][1],
+ angles='xy', scale=1.03,
+ scale_units='xy', width=0.002, zorder=len(data_name)+1) # 绘制箭头
+ ax.text(points[i][0] * 1 / 2 + contours_p[i][0] * 1 / 2 + min_distance[i] / 20,
+ points[i][1] * 1 / 2 + contours_p[i][1] * 1 / 2 - min_distance[i] / 20, f'{round(min_distance[i], 2)}',
+ fontdict={'size': '10', 'color': 'g'}) # 标出距离
+ # ax.text(points[i][0] * 1 / 2 + contours_p[i][0] * 1 / 2 + min_distance[i] / 20,
+ # points[i][1] * 1 / 2 + contours_p[i][1] * 1 / 2 - min_distance[i] / 20,
+ # r'$\theta$=' f'{round(wells.angle[i], 2)}', fontdict={'size': '10', 'color': 'y'}) # 标出角度
+ self.canvas_adjust(fig)
+
+ def scene_fig(self):
+ fig = Figure()
+ # 在Figure对象中添加子图
+ ax = fig.add_subplot(111)
+ return fig, ax
+
+ def canvas_adjust(self, fig):
+ if self.canvas is not None:
+ # 从布局中删除旧的 canvas 和 toolbar
+ item = self.graphics_layout.takeAt(0)
+ while item:
+ widget = item.widget()
+ if widget:
+ widget.setParent(None)
+ item = self.graphics_layout.takeAt(0)
+ self.graphics_layout.removeWidget(self.canvas)
+ self.canvas = FigureCanvas(fig)
+ self.toolbar = NavigationToolbar(self.canvas, self.ui.graphicsView)
+ self.toolbar.setParent(self.canvas)
+ self.graphics_layout.addWidget(self.canvas)
+ self.adjustSize()
+
+
+if __name__ == '__main__':
+ app = QApplication([])
+ stats = MainWindow()
+ stats.ui.show()
+ app.exec()
diff --git a/new_code/well.txt b/new_code/well.txt
new file mode 100644
index 0000000..bc3d528
--- /dev/null
+++ b/new_code/well.txt
@@ -0,0 +1,6 @@
+0 0 1 L40-5
+-184 -243 0 L40-4
+-258 178 0 L39-5
+188 -169 0 L41-5
+242 321 0 L40-6
+446 180 0 L41-6
\ No newline at end of file