def ugrid_corner_plotting(path, show=True):
# path = '/home/benkoziol/htmp/ugrid_splits/src_subset_1.nc'
# path = '/home/benkoziol/l/data/ocgis/ugrid-cesm-subsetting/UGRID_1km-merge-10min_HYDRO1K-merge-nomask_c130402.nc'
rd = RequestDataset(path)
vc = rd.get_raw_field()
vc.load()
face_nodes = vc['landmesh_face_node'].get_value()
face_node_x = vc['landmesh_node_x'].get_value()
face_node_y = vc['landmesh_node_y'].get_value()
for ctr, idx in enumerate(range(face_nodes.shape[0])):
if ctr % 1000 == 0:
print '{} of {}'.format(ctr, face_nodes.shape[0])
curr_face_indices = face_nodes[idx, :]
curr_face_node_x = face_node_x[curr_face_indices]
curr_face_node_y = face_node_y[curr_face_indices]
face_coords = np.zeros((4, 2))
face_coords[:, 0] = curr_face_node_x
face_coords[:, 1] = curr_face_node_y
plt.scatter(face_coords[:, 0], face_coords[:, 1], marker='o', color='b')
if show:
plt.show()
def ugrid_corner_plotting(path, show=True):
# path = '/home/benkoziol/htmp/ugrid_splits/src_subset_1.nc'
# path = '/home/benkoziol/l/data/ocgis/ugrid-cesm-subsetting/UGRID_1km-merge-10min_HYDRO1K-merge-nomask_c130402.nc'
rd = RequestDataset(path)
vc = rd.get_raw_field()
vc.load()
face_nodes = vc['landmesh_face_node'].get_value()
face_node_x = vc['landmesh_node_x'].get_value()
face_node_y = vc['landmesh_node_y'].get_value()
for ctr, idx in enumerate(range(face_nodes.shape[0])):
if ctr % 1000 == 0:
print '{} of {}'.format(ctr, face_nodes.shape[0])
curr_face_indices = face_nodes[idx, :]
curr_face_node_x = face_node_x[curr_face_indices]
curr_face_node_y = face_node_y[curr_face_indices]
face_coords = np.zeros((4, 2))
face_coords[:, 0] = curr_face_node_x
face_coords[:, 1] = curr_face_node_y
plt.scatter(face_coords[:, 0],
face_coords[:, 1],
marker='o',
color='b')
if show:
plt.show()
def plot_centers(path):
rd = RequestDataset(path)
vc = rd.get_raw_field()
x = vc[FACE_CENTER_X].get_value() # [::100]
y = vc[FACE_CENTER_Y].get_value() # [::100]
plt.scatter(x, y, marker='o', color='b')
def plot_centers(path):
rd = RequestDataset(path)
vc = rd.get_raw_field()
x = vc[FACE_CENTER_X].get_value() # [::100]
y = vc[FACE_CENTER_Y].get_value() # [::100]
plt.scatter(x, y, marker='o', color='b')
def analyze_weights():
folder = '/home/benkoziol/htmp/esmf_weights_full_20170628'
for f in os.listdir(folder):
if f.startswith('esmf_weights'):
f = os.path.join(folder, f)
print f
rd = RequestDataset(f)
vc = rd.get_raw_field()
weights = vc['S'].get_value()
wmin, wmax = weights.min(), weights.max()
if wmin < 0:
raise ValueError('min less than 0: {}'.format(f))
if wmax > 1.0 + 1e-6:
raise ValueError('max greater than 1 ({}): {}'.format(wmax, f))
def analyze_weights():
folder = '/home/benkoziol/htmp/esmf_weights_full_20170628'
for f in os.listdir(folder):
if f.startswith('esmf_weights'):
f = os.path.join(folder, f)
print f
rd = RequestDataset(f)
vc = rd.get_raw_field()
weights = vc['S'].get_value()
wmin, wmax = weights.min(), weights.max()
if wmin < 0:
raise ValueError('min less than 0: {}'.format(f))
if wmax > 1.0 + 1e-6:
raise ValueError('max greater than 1 ({}): {}'.format(wmax, f))
def resolution():
rd = RequestDataset(IN_PATH)
vc = rd.get_raw_field()
x = vc[FACE_CENTER_X].get_value()
x = np.sort(x)
y = vc[FACE_CENTER_Y].get_value()
y = np.sort(y)
dx = np.diff(x)
sx = {dx.min(), dx.mean(), dx.max()}
dy = np.diff(y)
sy = {dy.min(), dy.mean(), dy.max()}
print sx, sy
def resolution():
rd = RequestDataset(IN_PATH)
vc = rd.get_raw_field()
x = vc[FACE_CENTER_X].get_value()
x = np.sort(x)
y = vc[FACE_CENTER_Y].get_value()
y = np.sort(y)
dx = np.diff(x)
sx = {dx.min(), dx.mean(), dx.max()}
dy = np.diff(y)
sy = {dy.min(), dy.mean(), dy.max()}
print sx, sy
def ugrid_area():
# path = '/home/benkoziol/htmp/src_subset_1.nc'
path = '/home/benkoziol/l/data/ocgis/ugrid-cesm-subsetting/UGRID_1km-merge-10min_HYDRO1K-merge-nomask_c130402.nc'
rd = RequestDataset(path)
vc = rd.get_raw_field()
vc.load()
face_nodes = vc['landmesh_face_node'].get_value()
face_node_x = vc['landmesh_node_x'].get_value()
face_node_y = vc['landmesh_node_y'].get_value()
face_center_x = vc['landmesh_face_x'].get_value()
face_center_y = vc['landmesh_face_y'].get_value()
areas = []
for ctr, idx in enumerate(range(face_nodes.shape[0])):
if ctr % 10000 == 0:
print '{} of {}'.format(ctr, face_nodes.shape[0])
curr_face_indices = face_nodes[idx, :]
curr_face_node_x = face_node_x[curr_face_indices]
curr_face_node_y = face_node_y[curr_face_indices]
face_coords = np.zeros((4, 2))
face_coords[:, 0] = curr_face_node_x
face_coords[:, 1] = curr_face_node_y
poly = Polygon(face_coords)
parea = poly.area
poly = shapely.geometry.box(*poly.bounds)
pt = Point(face_center_x[idx], face_center_y[idx])
if not poly.intersects(pt):
print idx, np.array(pt), poly.bounds
# if parea > 1:
# print idx
# print face_nodes[idx, :]
# print face_coords
# print poly.bounds
# sys.exit()
areas.append(parea)
def ugrid_area():
# path = '/home/benkoziol/htmp/src_subset_1.nc'
path = '/home/benkoziol/l/data/ocgis/ugrid-cesm-subsetting/UGRID_1km-merge-10min_HYDRO1K-merge-nomask_c130402.nc'
rd = RequestDataset(path)
vc = rd.get_raw_field()
vc.load()
face_nodes = vc['landmesh_face_node'].get_value()
face_node_x = vc['landmesh_node_x'].get_value()
face_node_y = vc['landmesh_node_y'].get_value()
face_center_x = vc['landmesh_face_x'].get_value()
face_center_y = vc['landmesh_face_y'].get_value()
areas = []
for ctr, idx in enumerate(range(face_nodes.shape[0])):
if ctr % 10000 == 0:
print '{} of {}'.format(ctr, face_nodes.shape[0])
curr_face_indices = face_nodes[idx, :]
curr_face_node_x = face_node_x[curr_face_indices]
curr_face_node_y = face_node_y[curr_face_indices]
face_coords = np.zeros((4, 2))
face_coords[:, 0] = curr_face_node_x
face_coords[:, 1] = curr_face_node_y
poly = Polygon(face_coords)
parea = poly.area
poly = shapely.geometry.box(*poly.bounds)
pt = Point(face_center_x[idx], face_center_y[idx])
if not poly.intersects(pt):
print idx, np.array(pt), poly.bounds
# if parea > 1:
# print idx
# print face_nodes[idx, :]
# print face_coords
# print poly.bounds
# sys.exit()
areas.append(parea)