From 1a0d3ef1631307408f1b2dfc93434bdc10e4d0f0 Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 13:54:25 -0400 Subject: [PATCH 01/18] move test/utils all into seaduck/utils to make the functions accessible from outside --- seaduck/utils.py | 234 ++++++++++++++++++++++++++++------------------ tests/conftest.py | 2 +- tests/utils.py | 57 ----------- 3 files changed, 145 insertions(+), 148 deletions(-) delete mode 100644 tests/utils.py diff --git a/seaduck/utils.py b/seaduck/utils.py index 1fd857c8..cc723a36 100644 --- a/seaduck/utils.py +++ b/seaduck/utils.py @@ -1,11 +1,65 @@ -import numpy as _np +import functools +import os + +import numpy as np +import pooch # Required dependencies (private) -import xarray as _xr +import xarray as xr from scipy import spatial from seaduck.runtime_conf import compileable +POOCH = pooch.create( + path=pooch.os_cache("seaduck"), base_url="doi:10.5281/zenodo.7949168", registry=None +) +POOCH.load_registry_from_doi() # Automatically populate the registry +POOCH_FETCH_KWARGS = {"progressbar": True} + + +def process_ecco(ds): + rand1 = np.random.random((50, 13, 90, 90)) + rand2 = np.random.random((50, 13, 90, 90)) + rand3 = np.random.random((50, 13, 90, 90)) + ds["UVELMASS"] = xr.DataArray( + np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Z", "face", "Y", "Xp1") + ) + ds["UVELMASS"][0] = ds.UVELMASS1 + ds["UVELMASS"][1] = ds.UVELMASS1 * rand1 + ds["UVELMASS"][2] = ds.UVELMASS1 * rand2 + + ds["WVELMASS"] = xr.DataArray( + np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Zl", "face", "Y", "X") + ) + ds["WVELMASS"][0] = ds.WVELMASS1 + ds["WVELMASS"][1] = ds.WVELMASS1 * rand1 + ds["WVELMASS"][2] = ds.WVELMASS1 * rand2 + + ds["VVELMASS"] = xr.DataArray( + np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Z", "face", "Yp1", "X") + ) + ds["VVELMASS"][0] = ds.VVELMASS1 + ds["VVELMASS"][1] = ds.VVELMASS1 * rand1 + ds["VVELMASS"][2] = ds.VVELMASS1 * rand2 + + ds["SALT"] = xr.DataArray( + np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Z", "face", "Y", "X") + ) + ds["SALT_snap"] = xr.DataArray( + np.stack([rand3, rand1], axis=0), dims=("time_midp", "Z", "face", "Y", "X") + ) + ds["ETAN"] = xr.DataArray(rand1[:3], dims=("time", "face", "Y", "X")) + ds["ETAN_snap"] = xr.DataArray(rand3[:2], dims=("time_midp", "face", "Y", "X")) + return ds + + +@functools.cache +def get_dataset(name): + fnames = POOCH.fetch(f"{name}.tar.gz", pooch.Untar(), **POOCH_FETCH_KWARGS) + ds = xr.open_zarr(os.path.commonpath(fnames)) + if name == "ecco": + return process_ecco(ds) + return ds def rel_lon(x, ref_lon): """Change the definition of 0 longitude. @@ -67,11 +121,11 @@ def spherical2cartesian(Y, X, R=6371.0): Cartesian z coordinate """ # Convert - Y_rad = _np.deg2rad(Y) - X_rad = _np.deg2rad(X) - x = R * _np.cos(Y_rad) * _np.cos(X_rad) - y = R * _np.cos(Y_rad) * _np.sin(X_rad) - z = R * _np.sin(Y_rad) + Y_rad = np.deg2rad(Y) + X_rad = np.deg2rad(X) + x = R * np.cos(Y_rad) * np.cos(X_rad) + y = R * np.cos(Y_rad) * np.sin(X_rad) + z = R * np.sin(Y_rad) return x, y, z @@ -95,7 +149,7 @@ def rel2latlon(rx, ry, rzl, cs, sn, dx, dy, dzl, dt, bx, by, bzl): """Translate the spatial rel-coords into lat-lon-dep coords.""" temp_x = rx * dx / deg2m temp_y = ry * dy / deg2m - dlon = (temp_x * cs - temp_y * sn) / _np.cos(by * _np.pi / 180) + dlon = (temp_x * cs - temp_y * sn) / np.cos(by * np.pi / 180) dlat = temp_x * sn + temp_y * cs lon = dlon + bx lat = dlat + by @@ -141,24 +195,24 @@ def create_tree(X, Y, R=6371, leafsize=16): else: x = X y = Y - z = _xr.zeros_like(Y) + z = xr.zeros_like(Y) # Stack rid_value = 777777 - if isinstance(x, _xr.DataArray): + if isinstance(x, xr.DataArray): x = x.stack(points=x.dims).fillna(rid_value).data y = y.stack(points=y.dims).fillna(rid_value).data z = z.stack(points=z.dims).fillna(rid_value).data - elif isinstance(x, _np.ndarray): + elif isinstance(x, np.ndarray): x = x.ravel() - _np.nan_to_num(x.ravel(), nan=rid_value, copy=False) + np.nan_to_num(x.ravel(), nan=rid_value, copy=False) y = y.ravel() - _np.nan_to_num(y.ravel(), nan=rid_value, copy=False) + np.nan_to_num(y.ravel(), nan=rid_value, copy=False) z = z.ravel() - _np.nan_to_num(z.ravel(), nan=rid_value, copy=False) + np.nan_to_num(z.ravel(), nan=rid_value, copy=False) # Construct KD-tree - tree = spatial.cKDTree(_np.column_stack((x, y, z)), leafsize=leafsize) + tree = spatial.cKDTree(np.column_stack((x, y, z)), leafsize=leafsize) return tree @@ -176,8 +230,8 @@ def NoneIn(lst): @compileable def find_ind_z(array, value): """Find the index of the nearest level that is lower.""" - array = _np.asarray(array) - idx = _np.argmin(_np.abs(array - value)) + array = np.asarray(array) + idx = np.argmin(np.abs(array - value)) if array[idx] > value: # z is special because it does not make # much sense to interpolate beyond the two layers @@ -189,8 +243,8 @@ def find_ind_z(array, value): @compileable def find_ind_t(array, value): """Find the index of the latest time that is before the time.""" - array = _np.asarray(array) - idx = _np.argmin(_np.abs(array - value)) + array = np.asarray(array) + idx = np.argmin(np.abs(array - value)) if array[idx] > value and idx != 0: idx -= 1 idx = int(idx) @@ -200,8 +254,8 @@ def find_ind_t(array, value): @compileable def find_ind_nearest(array, value): """Find the index of the nearest value to the given value.""" - array = _np.asarray(array) - idx = _np.argmin(_np.abs(array - value)) + array = np.asarray(array) + idx = np.argmin(np.abs(array - value)) idx = int(idx) return idx, array[idx] @@ -212,37 +266,37 @@ def find_ind_periodic(array, value, peri): Here the values are assumed to be periodic. """ - array = _np.asarray(array) - idx = _np.argmin(_np.abs((array - value) % peri)) + array = np.asarray(array) + idx = np.argmin(np.abs((array - value) % peri)) idx = int(idx) return idx, array[idx] -deg2m = 6271e3 * _np.pi / 180 +deg2m = 6271e3 * np.pi / 180 def find_ind_h(Xs, Ys, tree, h_shape): """Use ckd tree to find the horizontal indexes,.""" x, y, z = spherical2cartesian(Ys, Xs) - _, index1d = tree.query(_np.array([x, y, z]).T) + _, index1d = tree.query(np.array([x, y, z]).T) if len(h_shape) == 3: - faces, iys, ixs = _np.unravel_index((index1d), h_shape) + faces, iys, ixs = np.unravel_index((index1d), h_shape) elif len(h_shape) == 2: faces = None - iys, ixs = _np.unravel_index((index1d), h_shape) + iys, ixs = np.unravel_index((index1d), h_shape) return faces, iys, ixs @compileable def find_rel_nearest(value, ts): """Find the rel-coords based on the find_ind_nearest method.""" - its = _np.zeros_like(value) - rts = _np.ones_like(value) * 0.0 + its = np.zeros_like(value) + rts = np.ones_like(value) * 0.0 # the way to create zeros with float32 type - dts = _np.ones_like(value) * 0.0 - bts = _np.ones_like(value) * 0.0 + dts = np.ones_like(value) * 0.0 + bts = np.ones_like(value) * 0.0 - DT = _np.zeros(len(ts) + 1) + DT = np.zeros(len(ts) + 1) DT[1:-1] = ts[1:] - ts[:-1] DT[0] = DT[1] DT[-1] = DT[-2] @@ -265,13 +319,13 @@ def find_rel_nearest(value, ts): @compileable def find_rel_periodic(value, ts, peri): """Find the rel-coords based on the find_ind_periodic method.""" - its = _np.zeros_like(value) - rts = _np.ones_like(value) * 0.0 + its = np.zeros_like(value) + rts = np.ones_like(value) * 0.0 # the way to create zeros with float32 type - dts = _np.ones_like(value) * 0.0 - bts = _np.ones_like(value) * 0.0 + dts = np.ones_like(value) * 0.0 + bts = np.ones_like(value) * 0.0 - DT = _np.zeros(len(ts) + 1) + DT = np.zeros(len(ts) + 1) DT[1:-1] = ts[1:] - ts[:-1] DT[0] = DT[1] DT[-1] = DT[-2] @@ -317,11 +371,11 @@ def find_rel_z(depth, some_z, some_dz, dz_above_z=True): + dz: numpy.ndarray distance between the reference z level and the next one. """ - izs = _np.zeros_like(depth) - rzs = _np.ones_like(depth) * 0.0 + izs = np.zeros_like(depth) + rzs = np.ones_like(depth) * 0.0 # the way to create zeros with float32 type - dzs = _np.ones_like(depth) * 0.0 - bzs = _np.ones_like(depth) * 0.0 + dzs = np.ones_like(depth) * 0.0 + bzs = np.ones_like(depth) * 0.0 for i, d in enumerate(depth): iz, bz = find_ind_z(some_z, d) izs[i] = iz @@ -359,10 +413,10 @@ def find_rel_time(time, ts): + dt: numpy.ndarray distance between the reference t level and the next one. """ - its = _np.zeros(time.shape) - rts = _np.ones(time.shape) * 0.0 - dts = _np.ones(time.shape) * 0.0 - bts = _np.ones(time.shape) * 0.0 + its = np.zeros(time.shape) + rts = np.ones(time.shape) * 0.0 + dts = np.ones(time.shape) * 0.0 + bts = np.ones(time.shape) * 0.0 for i, t in enumerate(time): it, bt = find_ind_t(ts, t) @@ -384,15 +438,15 @@ def _read_h_with_face(some_x, some_y, some_dx, some_dy, CS, SN, faces, iys, ixs) """Read the grid coords when there is a face dimension to it.""" n = len(ixs) - bx = _np.ones_like(ixs) * 0.0 - by = _np.ones_like(ixs) * 0.0 + bx = np.ones_like(ixs) * 0.0 + by = np.ones_like(ixs) * 0.0 for i in range(n): bx[i] = some_x[faces[i], iys[i], ixs[i]] by[i] = some_y[faces[i], iys[i], ixs[i]] if CS is not None and SN is not None: - cs = _np.ones_like(ixs) * 0.0 - sn = _np.ones_like(ixs) * 0.0 + cs = np.ones_like(ixs) * 0.0 + sn = np.ones_like(ixs) * 0.0 for i in range(n): cs[i] = CS[faces[i], iys[i], ixs[i]] sn[i] = SN[faces[i], iys[i], ixs[i]] @@ -401,8 +455,8 @@ def _read_h_with_face(some_x, some_y, some_dx, some_dy, CS, SN, faces, iys, ixs) sn = None if some_dx is not None and some_dy is not None: - dx = _np.ones_like(ixs) * 0.0 - dy = _np.ones_like(ixs) * 0.0 + dx = np.ones_like(ixs) * 0.0 + dy = np.ones_like(ixs) * 0.0 for i in range(n): dx[i] = some_dx[faces[i], iys[i], ixs[i]] dy[i] = some_dy[faces[i], iys[i], ixs[i]] @@ -419,8 +473,8 @@ def _read_h_without_face(some_x, some_y, some_dx, some_dy, CS, SN, iys, ixs): # TODO ADD test if those are Nones. n = len(ixs) if some_dx is not None and some_dy is not None: - dx = _np.ones_like(ixs) * 0.0 - dy = _np.ones_like(ixs) * 0.0 + dx = np.ones_like(ixs) * 0.0 + dy = np.ones_like(ixs) * 0.0 for i in range(n): dx[i] = some_dx[iys[i], ixs[i]] dy[i] = some_dy[iys[i], ixs[i]] @@ -429,8 +483,8 @@ def _read_h_without_face(some_x, some_y, some_dx, some_dy, CS, SN, iys, ixs): dy = None if CS is not None and SN is not None: - cs = _np.ones_like(ixs) * 0.0 - sn = _np.ones_like(ixs) * 0.0 + cs = np.ones_like(ixs) * 0.0 + sn = np.ones_like(ixs) * 0.0 for i in range(n): cs[i] = CS[iys[i], ixs[i]] sn[i] = SN[iys[i], ixs[i]] @@ -438,8 +492,8 @@ def _read_h_without_face(some_x, some_y, some_dx, some_dy, CS, SN, iys, ixs): cs = None sn = None - bx = _np.ones_like(ixs) * 0.0 - by = _np.ones_like(ixs) * 0.0 + bx = np.ones_like(ixs) * 0.0 + by = np.ones_like(ixs) * 0.0 for i in range(n): bx[i] = some_x[iys[i], ixs[i]] by[i] = some_y[iys[i], ixs[i]] @@ -452,8 +506,8 @@ def find_rx_ry_naive(x, y, bx, by, cs, sn, dx, dy): """Find the non-dimensional coords using the local cartesian scheme.""" dlon = to_180(x - bx) dlat = to_180(y - by) - rx = (dlon * _np.cos(by * _np.pi / 180) * cs + dlat * sn) * deg2m / dx - ry = (dlat * cs - dlon * sn * _np.cos(by * _np.pi / 180)) * deg2m / dy + rx = (dlon * np.cos(by * np.pi / 180) * cs + dlat * sn) * deg2m / dx + ry = (dlat * cs - dlon * sn * np.cos(by * np.pi / 180)) * deg2m / dy return rx, ry @@ -489,14 +543,14 @@ def find_rel_h_naive(Xs, Ys, some_x, some_y, some_dx, some_dy, CS, SN, tree): def find_rel_h_rectilinear(x, y, lon, lat): """Find the rel-coords using the rectilinear scheme.""" - ratio = 6371e3 * _np.pi / 180 + ratio = 6371e3 * np.pi / 180 ix, rx, dx, bx = find_rel_periodic(x, lon, 360.0) iy, ry, dy, by = find_rel_periodic(y, lat, 360.0) - dx = _np.cos(y * _np.pi / 180) * ratio * dx + dx = np.cos(y * np.pi / 180) * ratio * dx dy = ratio * dy face = None - cs = _np.ones_like(x) - sn = _np.zeros_like(x) + cs = np.ones_like(x) + sn = np.zeros_like(x) return face, iy, ix, rx, ry, cs, sn, dx, dy, bx, by @@ -529,10 +583,10 @@ def find_px_py(XG, YG, tp, *ind, gridoffset=-1): """ N = len(ind[0]) ind1 = tuple( - i for i in tp.ind_tend_vec(ind, _np.ones(N) * 3, gridoffset=gridoffset) + i for i in tp.ind_tend_vec(ind, np.ones(N) * 3, gridoffset=gridoffset) ) - ind2 = tuple(i for i in tp.ind_tend_vec(ind1, _np.zeros(N), gridoffset=gridoffset)) - ind3 = tuple(i for i in tp.ind_tend_vec(ind, _np.zeros(N), gridoffset=gridoffset)) + ind2 = tuple(i for i in tp.ind_tend_vec(ind1, np.zeros(N), gridoffset=gridoffset)) + ind3 = tuple(i for i in tp.ind_tend_vec(ind, np.zeros(N), gridoffset=gridoffset)) x0 = XG[ind] x1 = XG[ind1] @@ -544,8 +598,8 @@ def find_px_py(XG, YG, tp, *ind, gridoffset=-1): y2 = YG[ind2] y3 = YG[ind3] - px = _np.vstack([x0, x1, x2, x3]).astype("float64") - py = _np.vstack([y0, y1, y2, y3]).astype("float64") + px = np.vstack([x0, x1, x2, x3]).astype("float64") + py = np.vstack([y0, y1, y2, y3]).astype("float64") return px, py @@ -556,14 +610,14 @@ def find_rx_ry_oceanparcel(x, y, px, py): This is done using the oceanparcel scheme. """ - rx = _np.ones_like(x) * 0.0 - ry = _np.ones_like(y) * 0.0 + rx = np.ones_like(x) * 0.0 + ry = np.ones_like(y) * 0.0 x0 = px[0] x = to_180(x - x0) px = to_180(px - x0) - invA = _np.array( + invA = np.array( [ [1.0, 0.0, 0.0, 0.0], [-1.0, 1.0, 0.0, 0.0], @@ -571,8 +625,8 @@ def find_rx_ry_oceanparcel(x, y, px, py): [1.0, -1.0, 1.0, -1.0], ] ) - a = _np.dot(invA, px) - b = _np.dot(invA, py) + a = np.dot(invA, px) + b = np.dot(invA, py) aa = a[3] * b[2] - a[2] * b[3] bb = a[3] * b[0] - a[0] * b[3] + a[1] * b[2] - a[2] * b[1] + x * b[3] - y * a[3] @@ -580,16 +634,16 @@ def find_rx_ry_oceanparcel(x, y, px, py): det2 = bb * bb - 4 * aa * cc - order1 = _np.abs(aa) < 1e-12 - order2 = _np.logical_and(~order1, det2 >= 0) - # nans = _np.logical_and(~order1,det2< 0) + order1 = np.abs(aa) < 1e-12 + order2 = np.logical_and(~order1, det2 >= 0) + # nans = np.logical_and(~order1,det2< 0) # ry[order1] = -(cc/bb)[order1] ry = -(cc / bb) # if it is supposed to be nan, just try linear solve. - ry[order2] = ((-bb + _np.sqrt(det2)) / (2 * aa))[order2] - # ry[nans ] = _np.nan + ry[order2] = ((-bb + np.sqrt(det2)) / (2 * aa))[order2] + # ry[nans ] = np.nan - rot_rectilinear = _np.abs(a[1] + a[3] * ry) < 1e-12 + rot_rectilinear = np.abs(a[1] + a[3] * ry) < 1e-12 rx[rot_rectilinear] = ( (y - py[0]) / (py[1] - py[0]) + (y - py[3]) / (py[2] - py[3]) )[rot_rectilinear] * 0.5 @@ -606,7 +660,7 @@ def weight_f_node(rx, ry): assign weight based on the non-dimensional coords to the four corner points. """ - return _np.vstack( + return np.vstack( [ (0.5 - rx) * (0.5 - ry), (0.5 + rx) * (0.5 - ry), @@ -626,24 +680,24 @@ def find_cs_sn(thetaA, phiA, thetaB, phiB): this function return cos and sin of theta """ # O being north pole - AO = _np.pi / 2 - thetaA - BO = _np.pi / 2 - thetaB + AO = np.pi / 2 - thetaA + BO = np.pi / 2 - thetaB dphi = phiB - phiA # Spherical law of cosine on AOB - cos_AB = _np.cos(BO) * _np.cos(AO) + _np.sin(BO) * _np.sin(AO) * _np.cos(dphi) - sin_AB = _np.sqrt(1 - cos_AB**2) + cos_AB = np.cos(BO) * np.cos(AO) + np.sin(BO) * np.sin(AO) * np.cos(dphi) + sin_AB = np.sqrt(1 - cos_AB**2) # spherical law of sine on triangle AOB - SN = _np.sin(BO) * _np.sin(dphi) / sin_AB - CS = _np.sign(thetaB - thetaA) * _np.sqrt(1 - SN**2) + SN = np.sin(BO) * np.sin(dphi) / sin_AB + CS = np.sign(thetaB - thetaA) * np.sqrt(1 - SN**2) return CS, SN def missing_cs_sn(ds): """Fill in the CS,SN of a dataset.""" - xc = _np.deg2rad(_np.array(ds.XC)) - yc = _np.deg2rad(_np.array(ds.YC)) - cs = _np.zeros_like(xc) - sn = _np.zeros_like(xc) + xc = np.deg2rad(np.array(ds.XC)) + yc = np.deg2rad(np.array(ds.YC)) + cs = np.zeros_like(xc) + sn = np.zeros_like(xc) cs[0], sn[0] = find_cs_sn(yc[0], xc[0], yc[1], xc[1]) cs[-1], sn[-1] = find_cs_sn(yc[-2], xc[-2], yc[-1], xc[-1]) cs[1:-1], sn[1:-1] = find_cs_sn(yc[:-2], xc[:-2], yc[2:], xc[2:]) diff --git a/tests/conftest.py b/tests/conftest.py index bfd47af4..2e4514b0 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -2,7 +2,7 @@ import seaduck as sd -from . import utils +from seaduck import utils @pytest.fixture(scope="session") diff --git a/tests/utils.py b/tests/utils.py deleted file mode 100644 index b4e91956..00000000 --- a/tests/utils.py +++ /dev/null @@ -1,57 +0,0 @@ -import functools -import os - -import numpy as np -import pooch -import xarray as xr - -POOCH = pooch.create( - path=pooch.os_cache("seaduck"), base_url="doi:10.5281/zenodo.7949168", registry=None -) -POOCH.load_registry_from_doi() # Automatically populate the registry -POOCH_FETCH_KWARGS = {"progressbar": True} - - -def process_ecco(ds): - rand1 = np.random.random((50, 13, 90, 90)) - rand2 = np.random.random((50, 13, 90, 90)) - rand3 = np.random.random((50, 13, 90, 90)) - ds["UVELMASS"] = xr.DataArray( - np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Z", "face", "Y", "Xp1") - ) - ds["UVELMASS"][0] = ds.UVELMASS1 - ds["UVELMASS"][1] = ds.UVELMASS1 * rand1 - ds["UVELMASS"][2] = ds.UVELMASS1 * rand2 - - ds["WVELMASS"] = xr.DataArray( - np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Zl", "face", "Y", "X") - ) - ds["WVELMASS"][0] = ds.WVELMASS1 - ds["WVELMASS"][1] = ds.WVELMASS1 * rand1 - ds["WVELMASS"][2] = ds.WVELMASS1 * rand2 - - ds["VVELMASS"] = xr.DataArray( - np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Z", "face", "Yp1", "X") - ) - ds["VVELMASS"][0] = ds.VVELMASS1 - ds["VVELMASS"][1] = ds.VVELMASS1 * rand1 - ds["VVELMASS"][2] = ds.VVELMASS1 * rand2 - - ds["SALT"] = xr.DataArray( - np.stack([rand1, rand2, rand3], axis=0), dims=("time", "Z", "face", "Y", "X") - ) - ds["SALT_snap"] = xr.DataArray( - np.stack([rand3, rand1], axis=0), dims=("time_midp", "Z", "face", "Y", "X") - ) - ds["ETAN"] = xr.DataArray(rand1[:3], dims=("time", "face", "Y", "X")) - ds["ETAN_snap"] = xr.DataArray(rand3[:2], dims=("time_midp", "face", "Y", "X")) - return ds - - -@functools.cache -def get_dataset(name): - fnames = POOCH.fetch(f"{name}.tar.gz", pooch.Untar(), **POOCH_FETCH_KWARGS) - ds = xr.open_zarr(os.path.commonpath(fnames)) - if name == "ecco": - return process_ecco(ds) - return ds From 38aad5bbb994d90ef772a2c96398420a3f896dc5 Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 14:22:34 -0400 Subject: [PATCH 02/18] change the print pattern for largangian --- docs/AVISO.ipynb | 522 +++++++----------------------------------- seaduck/lagrangian.py | 5 +- 2 files changed, 92 insertions(+), 435 deletions(-) diff --git a/docs/AVISO.ipynb b/docs/AVISO.ipynb index 3a803fb2..5f946629 100644 --- a/docs/AVISO.ipynb +++ b/docs/AVISO.ipynb @@ -2,9 +2,10 @@ "cells": [ { "cell_type": "markdown", + "id": "c6c93715", "metadata": {}, "source": [ - "# Lagrangian particle demonstration in a periodic domain.\n", + "# Lagrangian particle demonstration in a periodic domain. \n", "\n", "**Particles are simulated in the Southern Ocean AVISO altimetrey velocity field.**\n", "\n", @@ -14,479 +15,109 @@ { "cell_type": "code", "execution_count": 1, + "id": "c63f1559", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'pooch'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mxarray\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mxr\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01msd\u001b[39;00m\n", + "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/__init__.py:23\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m: \u001b[38;5;66;03m# pragma: no cover\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Local copy or not installed with setuptools\u001b[39;00m\n\u001b[1;32m 21\u001b[0m __version__ \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m999\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01meulerian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m position\n\u001b[1;32m 24\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW\n\u001b[1;32m 25\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlagrangian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m particle\n", + "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/eulerian.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mget_masks\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_masked\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW, _translate_to_tendency, find_pk_4d\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mocedata\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m OceData\n\u001b[1;32m 9\u001b[0m \u001b[38;5;66;03m# from OceInterp.kernel_and_weight import _translate_to_tendency,find_pk_4d\u001b[39;00m\n", + "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/kernel_weight.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mruntime_conf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m compileable, rcParam\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_combination\n\u001b[1;32m 8\u001b[0m \u001b[38;5;66;03m# default kernel for interpolation.\u001b[39;00m\n\u001b[1;32m 9\u001b[0m default_kernel \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(\n\u001b[1;32m 10\u001b[0m [[\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m]]\n\u001b[1;32m 11\u001b[0m )\n", + "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/utils.py:5\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpooch\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m# Required dependencies (private)\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mxarray\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mxr\u001b[39;00m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'pooch'" + ] + } + ], "source": [ - "import cartopy.crs as ccrs\n", + "# import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import xarray as xr" + "import xarray as xr\n", + "\n", + "import seaduck as sd" ] }, { "cell_type": "markdown", + "id": "256affe3", "metadata": {}, "source": [ "### Loading data\n", - "\n", "The AVISO velocity field dataset is a lat-lon grid with staggered velocity. It's a snapshot from a single time (see below)." ] }, { "cell_type": "markdown", + "id": "906f5971", "metadata": {}, "source": [ "
\n", - "Download: Uncomment the following cell if you are running the notebook for the first time and does not have the data. \n", + "Download: If you are running this notebook for the first time, The dataset needs to be downloaded and cached, which can be a little slow.\n", "
" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, + "id": "d929d8ef", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'pooch'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_dataset\n", + "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/__init__.py:23\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m: \u001b[38;5;66;03m# pragma: no cover\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Local copy or not installed with setuptools\u001b[39;00m\n\u001b[1;32m 21\u001b[0m __version__ \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m999\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01meulerian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m position\n\u001b[1;32m 24\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW\n\u001b[1;32m 25\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlagrangian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m particle\n", + "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/eulerian.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mget_masks\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_masked\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW, _translate_to_tendency, find_pk_4d\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mocedata\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m OceData\n\u001b[1;32m 9\u001b[0m \u001b[38;5;66;03m# from OceInterp.kernel_and_weight import _translate_to_tendency,find_pk_4d\u001b[39;00m\n", + "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/kernel_weight.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mruntime_conf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m compileable, rcParam\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_combination\n\u001b[1;32m 8\u001b[0m \u001b[38;5;66;03m# default kernel for interpolation.\u001b[39;00m\n\u001b[1;32m 9\u001b[0m default_kernel \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(\n\u001b[1;32m 10\u001b[0m [[\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m]]\n\u001b[1;32m 11\u001b[0m )\n", + "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/utils.py:5\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpooch\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m# Required dependencies (private)\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mxarray\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mxr\u001b[39;00m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'pooch'" + ] + } + ], "source": [ - "# !wget https://zenodo.org/record/7838605/files/aviso_example.nc" + "from seaduck.utils import get_dataset" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, + "id": "c670efe2", "metadata": { "tags": [] }, "outputs": [ { - "data": { - "text/html": [ - "
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<xarray.Dataset>\n",
-       "Dimensions:  (X: 3600, Xp1: 3600, Y: 1700, Yp1: 1700, time: 1)\n",
-       "Coordinates:\n",
-       "  * X        (X) float32 -179.9 -179.8 -179.7 -179.6 ... 179.7 179.8 179.9 180.0\n",
-       "  * Xp1      (Xp1) float32 -179.9 -179.9 -179.8 -179.6 ... 179.8 179.9 179.9\n",
-       "  * Y        (Y) float32 -80.1 -80.0 -79.9 -79.8 -79.7 ... 89.5 89.6 89.7 89.8\n",
-       "  * Yp1      (Yp1) float32 -80.15 -80.05 -79.95 -79.85 ... 89.55 89.65 89.75\n",
-       "  * time     (time) datetime64[ns] 2017-01-01\n",
-       "Data variables:\n",
-       "    u        (Yp1, X) float64 ...\n",
-       "    v        (Y, Xp1) float64 ...\n",
-       "    lon      (X) float32 -179.9 -179.8 -179.7 -179.6 ... 179.7 179.8 179.9 180.0\n",
-       "    lat      (Y) float32 -80.1 -80.0 -79.9 -79.8 -79.7 ... 89.5 89.6 89.7 89.8\n",
-       "Attributes: (12/42)\n",
-       "    Conventions:                     CF-1.6\n",
-       "    Metadata_Conventions:            Unidata Dataset Discovery v1.0\n",
-       "    cdm_data_type:                   Grid\n",
-       "    comment:                         Sea Surface Height measured by Altimetry...\n",
-       "    contact:                         aviso@altimetry.fr\n",
-       "    creator_email:                   aviso@altimetry.fr\n",
-       "    ...                              ...\n",
-       "    summary:                         CLS Delayed-Time Level-4 sea surface hei...\n",
-       "    time_coverage_duration:          P1D\n",
-       "    time_coverage_end:               2017-01-01T12:00:00Z\n",
-       "    time_coverage_resolution:        P1D\n",
-       "    time_coverage_start:             2016-12-31T12:00:00Z\n",
-       "    title:                           DT merged all satellites Global Gridded ...
" - ], - "text/plain": [ - "\n", - "Dimensions: (X: 3600, Xp1: 3600, Y: 1700, Yp1: 1700, time: 1)\n", - "Coordinates:\n", - " * X (X) float32 -179.9 -179.8 -179.7 -179.6 ... 179.7 179.8 179.9 180.0\n", - " * Xp1 (Xp1) float32 -179.9 -179.9 -179.8 -179.6 ... 179.8 179.9 179.9\n", - " * Y (Y) float32 -80.1 -80.0 -79.9 -79.8 -79.7 ... 89.5 89.6 89.7 89.8\n", - " * Yp1 (Yp1) float32 -80.15 -80.05 -79.95 -79.85 ... 89.55 89.65 89.75\n", - " * time (time) datetime64[ns] 2017-01-01\n", - "Data variables:\n", - " u (Yp1, X) float64 ...\n", - " v (Y, Xp1) float64 ...\n", - " lon (X) float32 ...\n", - " lat (Y) float32 ...\n", - "Attributes: (12/42)\n", - " Conventions: CF-1.6\n", - " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", - " cdm_data_type: Grid\n", - " comment: Sea Surface Height measured by Altimetry...\n", - " contact: aviso@altimetry.fr\n", - " creator_email: aviso@altimetry.fr\n", - " ... ...\n", - " summary: CLS Delayed-Time Level-4 sea surface hei...\n", - " time_coverage_duration: P1D\n", - " time_coverage_end: 2017-01-01T12:00:00Z\n", - " time_coverage_resolution: P1D\n", - " time_coverage_start: 2016-12-31T12:00:00Z\n", - " title: DT merged all satellites Global Gridded ..." - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" + "ename": "AttributeError", + "evalue": "module 'seaduck.utils' has no attribute 'get_dataset'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[0;32mIn [2]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m ds \u001b[38;5;241m=\u001b[39m \u001b[43msd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mutils\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_dataset\u001b[49m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124maviso\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2\u001b[0m ds\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'seaduck.utils' has no attribute 'get_dataset'" + ] } ], "source": [ - "ds = xr.open_dataset(\"../tests/Data/aviso_example.nc\")\n", + "ds = sd.utils.get_dataset(\"aviso\")\n", "ds" ] }, { "cell_type": "markdown", + "id": "e2300abc", "metadata": { "execution": { "iopub.execute_input": "2023-03-05T20:24:03.520666Z", @@ -503,6 +134,7 @@ { "cell_type": "code", "execution_count": 4, + "id": "528f9f42", "metadata": { "tags": [] }, @@ -516,6 +148,7 @@ { "cell_type": "code", "execution_count": 16, + "id": "3320b84d", "metadata": {}, "outputs": [ { @@ -535,6 +168,7 @@ }, { "cell_type": "markdown", + "id": "c1f84484", "metadata": {}, "source": [ "#### The object also contains a `tp` (topology) object. It looks at the shape of the coordinate data. In this case, based on longitude range, it thinks the type is `x_periodic`, which is correct for the Southern Ocean." @@ -543,6 +177,7 @@ { "cell_type": "code", "execution_count": 5, + "id": "08e23745", "metadata": { "tags": [] }, @@ -564,6 +199,7 @@ }, { "cell_type": "markdown", + "id": "fd56bcf1", "metadata": {}, "source": [ "### We've prepared the bathtub that the ducks are going to swim (passively drift) in. Now decide where and when to drop them. \n", @@ -574,6 +210,7 @@ { "cell_type": "code", "execution_count": 6, + "id": "4c4a6f6a", "metadata": { "tags": [] }, @@ -595,6 +232,7 @@ }, { "cell_type": "markdown", + "id": "cd57d0a6", "metadata": { "execution": { "iopub.execute_input": "2023-03-05T20:30:00.368755Z", @@ -611,6 +249,7 @@ { "cell_type": "code", "execution_count": 7, + "id": "5c150e21", "metadata": { "tags": [] }, @@ -661,14 +300,16 @@ }, { "cell_type": "markdown", + "id": "604c2561", "metadata": {}, "source": [ - "### The AVISO velocity data only has the horizontal velocity component, and is independent of depth. So the `z` dimension is not needed." + "### The AVISO velocity data only has the horizontal velocity component, and is independent of depth. So the `z` dimension is not needed. " ] }, { "cell_type": "code", "execution_count": 8, + "id": "c64e79be", "metadata": { "tags": [] }, @@ -679,6 +320,7 @@ }, { "cell_type": "markdown", + "id": "1cbcc5c9", "metadata": {}, "source": [ "### The AVISO velocity field is a snapshot and does not have a time dimension. Therefore, the time here only refers to the particle trajectories.\n", @@ -689,6 +331,7 @@ { "cell_type": "code", "execution_count": 9, + "id": "73e5e169", "metadata": { "tags": [] }, @@ -702,6 +345,7 @@ }, { "cell_type": "markdown", + "id": "c164519e", "metadata": {}, "source": [ "### Define the duration of the simulation (end before start means integrate backwards in time)." @@ -710,6 +354,7 @@ { "cell_type": "code", "execution_count": 10, + "id": "3a0fd5c5", "metadata": { "tags": [] }, @@ -722,6 +367,7 @@ }, { "cell_type": "markdown", + "id": "907e4756", "metadata": {}, "source": [ "### Now create the `OceInterp.lagrangian.particle` object." @@ -730,6 +376,7 @@ { "cell_type": "code", "execution_count": 11, + "id": "124718ad", "metadata": { "tags": [] }, @@ -763,6 +410,7 @@ }, { "cell_type": "markdown", + "id": "974b3cda", "metadata": {}, "source": [ "### Perform the particle trajectory simulation.\n", @@ -773,6 +421,7 @@ { "cell_type": "code", "execution_count": 12, + "id": "6d8ee9cc", "metadata": { "tags": [] }, @@ -812,6 +461,7 @@ }, { "cell_type": "markdown", + "id": "e3866e40", "metadata": {}, "source": [ "### Extract the information from the position objects." @@ -820,6 +470,7 @@ { "cell_type": "code", "execution_count": 13, + "id": "25f862a7", "metadata": { "tags": [] }, @@ -831,6 +482,7 @@ }, { "cell_type": "markdown", + "id": "0e8b0f78", "metadata": {}, "source": [ "### Some particles passed through the dateline (periodic boundary). Here is some pre-processing to handle the plot." @@ -839,6 +491,7 @@ { "cell_type": "code", "execution_count": 14, + "id": "0e0fc0c8", "metadata": { "tags": [] }, @@ -855,6 +508,7 @@ }, { "cell_type": "markdown", + "id": "c7046590", "metadata": {}, "source": [ "## Here are the trajectories:" @@ -863,6 +517,7 @@ { "cell_type": "code", "execution_count": 15, + "id": "5338b2f2", "metadata": { "tags": [] }, @@ -920,6 +575,7 @@ { "cell_type": "code", "execution_count": null, + "id": "12c85583", "metadata": {}, "outputs": [], "source": [] @@ -927,9 +583,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Oceanography", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "oceanography" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -941,7 +597,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/seaduck/lagrangian.py b/seaduck/lagrangian.py index f35eec49..059b828e 100644 --- a/seaduck/lagrangian.py +++ b/seaduck/lagrangian.py @@ -931,7 +931,7 @@ def to_next_stop(self, t1): elif i > 10: trim_tol = 1e-10 self.trim(tol=trim_tol) - print(sum(todo), "left", end=" ") + print(sum(todo), "left", end="\r") self.analytical_step(tf, todo) self.update_after_cell_change() if self.transport: @@ -947,6 +947,7 @@ def to_next_stop(self, t1): # record those who cross the wall self.note_taking(todo) # self._contract() + print(sum(todo), "left", end=" ") if i == self.max_iteration - 1: print("maximum iteration count reached") self.t = np.ones(self.N) * t1 @@ -1022,7 +1023,6 @@ def to_list_of_time( self.get_u_du() R = [] for i, tl in enumerate(stops): - print() print(np.datetime64(round(tl), "s")) if self.save_raw: # save the very start of everything. @@ -1042,4 +1042,5 @@ def to_list_of_time( R.append(self.deepcopy()) if self.save_raw: self.empty_lists() + print() return stops, R From 84503a760739449bc13824f37abaa3d6ecd65960 Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 14:29:02 -0400 Subject: [PATCH 03/18] make pooch optional import --- seaduck/utils.py | 20 ++++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/seaduck/utils.py b/seaduck/utils.py index cc723a36..46ab08d1 100644 --- a/seaduck/utils.py +++ b/seaduck/utils.py @@ -2,7 +2,6 @@ import os import numpy as np -import pooch # Required dependencies (private) import xarray as xr @@ -10,11 +9,19 @@ from seaduck.runtime_conf import compileable -POOCH = pooch.create( - path=pooch.os_cache("seaduck"), base_url="doi:10.5281/zenodo.7949168", registry=None -) -POOCH.load_registry_from_doi() # Automatically populate the registry -POOCH_FETCH_KWARGS = {"progressbar": True} +try: + import pooch +except ImportError: + pass + +@functools.cache +def pooch_prepare(): + POOCH = pooch.create( + path=pooch.os_cache("seaduck"), base_url="doi:10.5281/zenodo.7949168", registry=None + ) + POOCH.load_registry_from_doi() # Automatically populate the registry + POOCH_FETCH_KWARGS = {"progressbar": True} + return POOCH, POOCH_FETCH_KWARGS def process_ecco(ds): @@ -55,6 +62,7 @@ def process_ecco(ds): @functools.cache def get_dataset(name): + POOCH, POOCH_FETCH_KWARGS = pooch_prepare() fnames = POOCH.fetch(f"{name}.tar.gz", pooch.Untar(), **POOCH_FETCH_KWARGS) ds = xr.open_zarr(os.path.commonpath(fnames)) if name == "ecco": From 81be7aae1208010bc4d348cda625183e75f61b0f Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 14:57:56 -0400 Subject: [PATCH 04/18] update the test, write simple shortcut for generating initial positions --- docs/AVISO.ipynb | 57 +++------------------------------------- docs/Global_ECCO.ipynb | 6 ++--- seaduck/utils.py | 44 ++++++++++++++++++++++++++++--- tests/conftest.py | 1 - tests/test_eulerian.py | 3 +-- tests/test_get_masks.py | 3 +-- tests/test_lagrangian.py | 3 +-- tests/test_ocedata.py | 3 +-- tests/test_utils.py | 30 +++++++++++++++++++++ 9 files changed, 81 insertions(+), 69 deletions(-) diff --git a/docs/AVISO.ipynb b/docs/AVISO.ipynb index 5f946629..2201535a 100644 --- a/docs/AVISO.ipynb +++ b/docs/AVISO.ipynb @@ -5,7 +5,7 @@ "id": "c6c93715", "metadata": {}, "source": [ - "# Lagrangian particle demonstration in a periodic domain. \n", + "# Lagrangian particle demonstration in a periodic domain.\n", "\n", "**Particles are simulated in the Southern Ocean AVISO altimetrey velocity field.**\n", "\n", @@ -37,10 +37,9 @@ } ], "source": [ - "# import cartopy.crs as ccrs\n", + "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import xarray as xr\n", "\n", "import seaduck as sd" ] @@ -51,6 +50,7 @@ "metadata": {}, "source": [ "### Loading data\n", + "\n", "The AVISO velocity field dataset is a lat-lon grid with staggered velocity. It's a snapshot from a single time (see below)." ] }, @@ -64,32 +64,6 @@ "" ] }, - { - "cell_type": "code", - "execution_count": 1, - "id": "d929d8ef", - "metadata": {}, - "outputs": [ - { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'pooch'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_dataset\n", - "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/__init__.py:23\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m: \u001b[38;5;66;03m# pragma: no cover\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Local copy or not installed with setuptools\u001b[39;00m\n\u001b[1;32m 21\u001b[0m __version__ \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m999\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01meulerian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m position\n\u001b[1;32m 24\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW\n\u001b[1;32m 25\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlagrangian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m particle\n", - "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/eulerian.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mget_masks\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_masked\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW, _translate_to_tendency, find_pk_4d\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mocedata\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m OceData\n\u001b[1;32m 9\u001b[0m \u001b[38;5;66;03m# from OceInterp.kernel_and_weight import _translate_to_tendency,find_pk_4d\u001b[39;00m\n", - "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/kernel_weight.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mruntime_conf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m compileable, rcParam\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_combination\n\u001b[1;32m 8\u001b[0m \u001b[38;5;66;03m# default kernel for interpolation.\u001b[39;00m\n\u001b[1;32m 9\u001b[0m default_kernel \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(\n\u001b[1;32m 10\u001b[0m [[\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m]]\n\u001b[1;32m 11\u001b[0m )\n", - "File \u001b[0;32m~/Documents/pkg_dvlp/seaduck/seaduck/utils.py:5\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpooch\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m# Required dependencies (private)\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mxarray\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mxr\u001b[39;00m\n", - "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'pooch'" - ] - } - ], - "source": [ - "from seaduck.utils import get_dataset" - ] - }, { "cell_type": "code", "execution_count": 2, @@ -140,32 +114,9 @@ }, "outputs": [], "source": [ - "import seaduck as sd\n", - "\n", "oce = sd.OceData(ds)" ] }, - { - "cell_type": "code", - "execution_count": 16, - "id": "3320b84d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "False" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "oce.too_large" - ] - }, { "cell_type": "markdown", "id": "c1f84484", @@ -303,7 +254,7 @@ "id": "604c2561", "metadata": {}, "source": [ - "### The AVISO velocity data only has the horizontal velocity component, and is independent of depth. So the `z` dimension is not needed. " + "### The AVISO velocity data only has the horizontal velocity component, and is independent of depth. So the `z` dimension is not needed." ] }, { diff --git a/docs/Global_ECCO.ipynb b/docs/Global_ECCO.ipynb index e690f83e..f2fb299f 100644 --- a/docs/Global_ECCO.ipynb +++ b/docs/Global_ECCO.ipynb @@ -703,9 +703,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Oceanography", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "oceanography" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -717,7 +717,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/seaduck/utils.py b/seaduck/utils.py index 46ab08d1..519aa50d 100644 --- a/seaduck/utils.py +++ b/seaduck/utils.py @@ -14,10 +14,13 @@ except ImportError: pass + @functools.cache def pooch_prepare(): POOCH = pooch.create( - path=pooch.os_cache("seaduck"), base_url="doi:10.5281/zenodo.7949168", registry=None + path=pooch.os_cache("seaduck"), + base_url="doi:10.5281/zenodo.7949168", + registry=None, ) POOCH.load_registry_from_doi() # Automatically populate the registry POOCH_FETCH_KWARGS = {"progressbar": True} @@ -69,6 +72,7 @@ def get_dataset(name): return process_ecco(ds) return ds + def rel_lon(x, ref_lon): """Change the definition of 0 longitude. @@ -590,9 +594,7 @@ def find_px_py(XG, YG, tp, *ind, gridoffset=-1): This is used in oceanparcel interpolation scheme. """ N = len(ind[0]) - ind1 = tuple( - i for i in tp.ind_tend_vec(ind, np.ones(N) * 3, gridoffset=gridoffset) - ) + ind1 = tuple(i for i in tp.ind_tend_vec(ind, np.ones(N) * 3, gridoffset=gridoffset)) ind2 = tuple(i for i in tp.ind_tend_vec(ind1, np.zeros(N), gridoffset=gridoffset)) ind3 = tuple(i for i in tp.ind_tend_vec(ind, np.zeros(N), gridoffset=gridoffset)) @@ -714,3 +716,37 @@ def missing_cs_sn(ds): ds["SN"] = ds["XC"] ds["SN"].values = sn + + +def convert_time(time): + t0 = np.datetime64("1970-01-01") + one_sec = np.timedelta64(1, "s") + if isinstance(time, str): + dt = np.datetime64(time) - t0 + return dt / one_sec + elif isinstance(time, np.datetime64): + return (time - t0) / one_sec + + +def easy_3d_cube(lon, lat, dep, tim, print_total_number=False): + east, west, Nlon = lon + south, north, Nlat = lat + shallow, deep, Ndep = dep + t_in_sec = convert_time(tim) + + x = np.linspace(east, west, Nlon) + y = np.linspace(south, north, Nlat) + x, y = np.meshgrid(x, y) + x = x.ravel() + y = y.ravel() + levels = np.linspace(shallow, deep, Ndep) + x, z = np.meshgrid(x, levels) + y, z = np.meshgrid(y, levels) + x = x.ravel() + y = y.ravel() + z = z.ravel() + + t = np.ones_like(x) * t_in_sec + if print_total_number: + print(f"A total {len(x)} positions defined.") + return x, y, z, t diff --git a/tests/conftest.py b/tests/conftest.py index 2e4514b0..e183949b 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,7 +1,6 @@ import pytest import seaduck as sd - from seaduck import utils diff --git a/tests/test_eulerian.py b/tests/test_eulerian.py index 152ecca0..18cb5c47 100644 --- a/tests/test_eulerian.py +++ b/tests/test_eulerian.py @@ -4,8 +4,7 @@ import pytest import seaduck as sd - -from . import utils +from seaduck import utils uknw = sd.lagrangian.uknw vknw = sd.lagrangian.vknw diff --git a/tests/test_get_masks.py b/tests/test_get_masks.py index 4b2dab19..1efad1c3 100644 --- a/tests/test_get_masks.py +++ b/tests/test_get_masks.py @@ -4,8 +4,7 @@ import seaduck as sd import seaduck.get_masks as gm import seaduck.topology as topology - -from . import utils +from seaduck import utils # TODO: have a dataset that actually has maskC and is also not ECCO in the test datasets diff --git a/tests/test_lagrangian.py b/tests/test_lagrangian.py index 71ae8028..23030710 100644 --- a/tests/test_lagrangian.py +++ b/tests/test_lagrangian.py @@ -2,8 +2,7 @@ import pytest import seaduck as sd - -from . import utils +from seaduck import utils # Set the number of particles here. N = int(9) diff --git a/tests/test_ocedata.py b/tests/test_ocedata.py index 99d85d7e..bf06b70f 100644 --- a/tests/test_ocedata.py +++ b/tests/test_ocedata.py @@ -3,8 +3,7 @@ import xarray as xr import seaduck as sd - -from . import utils +from seaduck import utils @pytest.fixture diff --git a/tests/test_utils.py b/tests/test_utils.py index 0f5cd112..632ccab1 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -67,3 +67,33 @@ def test_none_in(): def test_cs_sn(ds): sd.utils.missing_cs_sn(ds) assert isinstance(ds["CS"], xr.DataArray) + + +def test_covert_time(): + rand = round(np.random.random() * 1e7) + time = np.datetime64("1970-01-01") + np.timedelta64(rand, "s") + ress = sd.utils.convert_time(time) + assert np.isclose(rand, ress, atol=1) + + +def test_easy_cube(): + east = -80.0 + west = 0.0 + south = 40.0 + north = 75.0 + shallow = -10 + deep = -10 + time_string = "1977-01-01" + + Nlon = 10 + Nlat = 10 + Ndep = 1 + + x, y, z, t = sd.utils.easy_3d_cube( + (east, west, Nlon), + (south, north, Nlat), + (shallow, deep, Ndep), + time_string, + print_total_number=True, + ) + assert len(x) == Nlon * Nlat * Ndep From 47772ac71d9267d0874f5740d1a56002ff7c56bc Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 21:27:48 -0400 Subject: [PATCH 05/18] add a little documentaion for the new shorthand functions. --- docs/AVISO.ipynb | 476 +++++++++++++++++++++++++++++++++++++++----- seaduck/utils.py | 11 + tests/test_utils.py | 4 +- 3 files changed, 441 insertions(+), 50 deletions(-) diff --git a/docs/AVISO.ipynb b/docs/AVISO.ipynb index 2201535a..1fdf4a73 100644 --- a/docs/AVISO.ipynb +++ b/docs/AVISO.ipynb @@ -19,23 +19,7 @@ "metadata": { "tags": [] }, - "outputs": [ - { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'pooch'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mxarray\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mxr\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01msd\u001b[39;00m\n", - "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/__init__.py:23\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m: \u001b[38;5;66;03m# pragma: no cover\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Local copy or not installed with setuptools\u001b[39;00m\n\u001b[1;32m 21\u001b[0m __version__ \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m999\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01meulerian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m position\n\u001b[1;32m 24\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW\n\u001b[1;32m 25\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlagrangian\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m particle\n", - "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/eulerian.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mget_masks\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_masked\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mkernel_weight\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KnW, _translate_to_tendency, find_pk_4d\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mocedata\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m OceData\n\u001b[1;32m 9\u001b[0m \u001b[38;5;66;03m# from OceInterp.kernel_and_weight import _translate_to_tendency,find_pk_4d\u001b[39;00m\n", - "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/kernel_weight.py:6\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mruntime_conf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m compileable, rcParam\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mseaduck\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_combination\n\u001b[1;32m 8\u001b[0m \u001b[38;5;66;03m# default kernel for interpolation.\u001b[39;00m\n\u001b[1;32m 9\u001b[0m default_kernel \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(\n\u001b[1;32m 10\u001b[0m [[\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m], [\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m0\u001b[39m]]\n\u001b[1;32m 11\u001b[0m )\n", - "File \u001b[0;32m~/miniconda3/lib/python3.9/site-packages/seaduck/utils.py:5\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpooch\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m# Required dependencies (private)\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mxarray\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mxr\u001b[39;00m\n", - "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'pooch'" - ] - } - ], + "outputs": [], "source": [ "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", @@ -51,7 +35,7 @@ "source": [ "### Loading data\n", "\n", - "The AVISO velocity field dataset is a lat-lon grid with staggered velocity. It's a snapshot from a single time (see below)." + "The AVISO velocity field dataset is a lat-lon grid with staggered velocity. It's a snapshot from a single time (see below). `seaduck.utils` provides a few datasets for testing and demonstration purposes. The corresponding dataset are called when the corresponding functions are called. " ] }, { @@ -73,15 +57,424 @@ }, "outputs": [ { - "ename": "AttributeError", - "evalue": "module 'seaduck.utils' has no attribute 'get_dataset'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [2]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m ds \u001b[38;5;241m=\u001b[39m \u001b[43msd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mutils\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_dataset\u001b[49m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124maviso\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2\u001b[0m ds\n", - "\u001b[0;31mAttributeError\u001b[0m: module 'seaduck.utils' has no attribute 'get_dataset'" - ] + "data": { + "text/html": [ + "
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+       "Dimensions:  (X: 3600, Xp1: 3600, Y: 300, Yp1: 300, time: 1)\n",
+       "Coordinates:\n",
+       "  * X        (X) float32 -179.9 -179.8 -179.7 -179.6 ... 179.7 179.8 179.9 180.0\n",
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+       "  * Yp1      (Yp1) float32 -74.95 -74.85 -74.75 -74.65 ... -45.25 -45.15 -45.05\n",
+       "  * time     (time) datetime64[ns] 2017-01-01\n",
+       "Data variables:\n",
+       "    lat      (Y) float32 -74.9 -74.8 -74.7 -74.6 ... -45.3 -45.2 -45.1 -45.0\n",
+       "    lon      (X) float32 -179.9 -179.8 -179.7 -179.6 ... 179.7 179.8 179.9 180.0\n",
+       "    u        (Yp1, X) float16 ...\n",
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+       "Attributes: (12/42)\n",
+       "    Conventions:                     CF-1.6\n",
+       "    Metadata_Conventions:            Unidata Dataset Discovery v1.0\n",
+       "    cdm_data_type:                   Grid\n",
+       "    comment:                         Sea Surface Height measured by Altimetry...\n",
+       "    contact:                         aviso@altimetry.fr\n",
+       "    creator_email:                   aviso@altimetry.fr\n",
+       "    ...                              ...\n",
+       "    summary:                         CLS Delayed-Time Level-4 sea surface hei...\n",
+       "    time_coverage_duration:          P1D\n",
+       "    time_coverage_end:               2017-01-01T12:00:00Z\n",
+       "    time_coverage_resolution:        P1D\n",
+       "    time_coverage_start:             2016-12-31T12:00:00Z\n",
+       "    title:                           DT merged all satellites Global Gridded ...
" + ], + "text/plain": [ + "\n", + "Dimensions: (X: 3600, Xp1: 3600, Y: 300, Yp1: 300, time: 1)\n", + "Coordinates:\n", + " * X (X) float32 -179.9 -179.8 -179.7 -179.6 ... 179.7 179.8 179.9 180.0\n", + " * Xp1 (Xp1) float32 -179.9 -179.9 -179.8 -179.6 ... 179.8 179.9 179.9\n", + " * Y (Y) float32 -74.9 -74.8 -74.7 -74.6 ... -45.3 -45.2 -45.1 -45.0\n", + " * Yp1 (Yp1) float32 -74.95 -74.85 -74.75 -74.65 ... -45.25 -45.15 -45.05\n", + " * time (time) datetime64[ns] 2017-01-01\n", + "Data variables:\n", + " lat (Y) float32 ...\n", + " lon (X) float32 ...\n", + " u (Yp1, X) float16 ...\n", + " v (Y, Xp1) float16 ...\n", + "Attributes: (12/42)\n", + " Conventions: CF-1.6\n", + " Metadata_Conventions: Unidata Dataset Discovery v1.0\n", + " cdm_data_type: Grid\n", + " comment: Sea Surface Height measured by Altimetry...\n", + " contact: aviso@altimetry.fr\n", + " creator_email: aviso@altimetry.fr\n", + " ... ...\n", + " summary: CLS Delayed-Time Level-4 sea surface hei...\n", + " time_coverage_duration: P1D\n", + " time_coverage_end: 2017-01-01T12:00:00Z\n", + " time_coverage_resolution: P1D\n", + " time_coverage_start: 2016-12-31T12:00:00Z\n", + " title: DT merged all satellites Global Gridded ..." + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -102,12 +495,12 @@ } }, "source": [ - "### Initialize OceInterp package. Then create the `OceData` object which provides methods to translate between lat-lon and grid-oriented coords" + "Now, create the `OceData` object which provides methods to translate between lat-lon and grid-oriented coords. The model coords frequently needed are also cached. " ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "528f9f42", "metadata": { "tags": [] @@ -122,12 +515,12 @@ "id": "c1f84484", "metadata": {}, "source": [ - "#### The object also contains a `tp` (topology) object. It looks at the shape of the coordinate data. In this case, based on longitude range, it thinks the type is `x_periodic`, which is correct for the Southern Ocean." + "The object also contains a `tp` (topology) object. It looks at the shape of the coordinate data. In this case, based on longitude range, it thinks the type is `x_periodic`, which is correct for the Southern Ocean." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "08e23745", "metadata": { "tags": [] @@ -139,7 +532,7 @@ "'x_periodic'" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -153,9 +546,9 @@ "id": "fd56bcf1", "metadata": {}, "source": [ - "### We've prepared the bathtub that the ducks are going to swim (passively drift) in. Now decide where and when to drop them. \n", + "We've prepared the bathtub that the ducks are going to swim (passively drift) in. Now decide where and when to drop them. \n", "\n", - "#### We need a 1D `numpy` array of `lon, lat, dep`, and `time`. It is as simple as that." + "We are going to use a short-hand defined in `seaduck.utils` to define the initial position for simplicity. The returns are normal than four 1D `numpy` array of `lon, lat, dep`, and `time`. It is as simple as that. " ] }, { @@ -166,20 +559,7 @@ "tags": [] }, "outputs": [], - "source": [ - "# Set the number of particles here.\n", - "N = int(9e2)\n", - "\n", - "# Increase this if you want more in x direction.\n", - "skew = 3\n", - "\n", - "# Change the vertical depth of the particles here.\n", - "sqrtN = int(np.sqrt(N))\n", - "\n", - "# Change the horizontal range here.\n", - "x = np.linspace(-180, 180, sqrtN * skew)\n", - "y = np.linspace(-50, -70, sqrtN // skew)" - ] + "source": [] }, { "cell_type": "markdown", diff --git a/seaduck/utils.py b/seaduck/utils.py index 519aa50d..c6807ed2 100644 --- a/seaduck/utils.py +++ b/seaduck/utils.py @@ -17,6 +17,7 @@ @functools.cache def pooch_prepare(): + '''Prepare for loading datasets using pooch''' POOCH = pooch.create( path=pooch.os_cache("seaduck"), base_url="doi:10.5281/zenodo.7949168", @@ -28,6 +29,7 @@ def pooch_prepare(): def process_ecco(ds): + '''Add more meat to ECCO dataset after the skeleton is downloaded''' rand1 = np.random.random((50, 13, 90, 90)) rand2 = np.random.random((50, 13, 90, 90)) rand3 = np.random.random((50, 13, 90, 90)) @@ -65,6 +67,10 @@ def process_ecco(ds): @functools.cache def get_dataset(name): + '''Use pooch to download datasets from cloud. + + This is just for testing purposes. + ''' POOCH, POOCH_FETCH_KWARGS = pooch_prepare() fnames = POOCH.fetch(f"{name}.tar.gz", pooch.Untar(), **POOCH_FETCH_KWARGS) ds = xr.open_zarr(os.path.commonpath(fnames)) @@ -719,6 +725,10 @@ def missing_cs_sn(ds): def convert_time(time): + '''Convert time into seconds after 1970-01-01 + + time needs to be a string or a np.datetime64 object. + ''' t0 = np.datetime64("1970-01-01") one_sec = np.timedelta64(1, "s") if isinstance(time, str): @@ -729,6 +739,7 @@ def convert_time(time): def easy_3d_cube(lon, lat, dep, tim, print_total_number=False): + '''Create 4D coords for initializing position/particle''' east, west, Nlon = lon south, north, Nlat = lat shallow, deep, Ndep = dep diff --git a/tests/test_utils.py b/tests/test_utils.py index 632ccab1..f12f09f1 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -81,8 +81,8 @@ def test_easy_cube(): west = 0.0 south = 40.0 north = 75.0 - shallow = -10 - deep = -10 + shallow = -10. + deep = -10. time_string = "1977-01-01" Nlon = 10 From a7f4b3147e248e248bddb636c37cd4db17dd7dab Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 22:09:51 -0400 Subject: [PATCH 06/18] aviso notebook prettier and can be deployed any where --- docs/AVISO.ipynb | 246 +++++++++++++++++++++++------------------- seaduck/lagrangian.py | 4 +- 2 files changed, 138 insertions(+), 112 deletions(-) diff --git a/docs/AVISO.ipynb b/docs/AVISO.ipynb index 1fdf4a73..c6e47c21 100644 --- a/docs/AVISO.ipynb +++ b/docs/AVISO.ipynb @@ -436,11 +436,11 @@ " time_coverage_end: 2017-01-01T12:00:00Z\n", " time_coverage_resolution: P1D\n", " time_coverage_start: 2016-12-31T12:00:00Z\n", - " title: DT merged all satellites Global Gridded ..." + " title: DT merged all satellites Global Gridded ..." ], "text/plain": [ "\n", @@ -507,7 +507,7 @@ }, "outputs": [], "source": [ - "oce = sd.OceData(ds)" + "bathtub = sd.OceData(ds)" ] }, { @@ -538,7 +538,7 @@ } ], "source": [ - "oce.tp.typ" + "bathtub.tp.typ" ] }, { @@ -553,13 +553,43 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "4c4a6f6a", "metadata": { "tags": [] }, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "A total 9000 positions defined.\n" + ] + } + ], + "source": [ + "# Define the extend of the box\n", + "east = -180.0\n", + "west = 180.0\n", + "south = -75.0\n", + "north = -40.0\n", + "shallow = -10.\n", + "deep = -10.0\n", + "\n", + "time = \"1970-01-01\"\n", + "\n", + "Nlon = 300 # How many along longitudinal direction?\n", + "Nlat = 30 # How many along latitudinal direction?\n", + "Ndep = 1 # How many along vertical direction?\n", + "\n", + "x,y,z,t = sd.utils.easy_3d_cube(\n", + " (east, west, Nlon),\n", + " (south, north, Nlat),\n", + " (shallow, deep, Ndep),\n", + " time,\n", + " print_total_number=True,\n", + ")" + ] }, { "cell_type": "markdown", @@ -574,54 +604,29 @@ } }, "source": [ - "### Here is where the particles start on the map:" + "**Here is where the particles start on the map:**" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "5c150e21", "metadata": { "tags": [] }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:228: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " if len(multi_line_string) > 1:\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:239: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " line_strings = list(multi_line_string)\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:239: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", - " line_strings = list(multi_line_string)\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:280: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", - " for line in multi_line_string:\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:347: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " if len(p_mline) > 0:\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:385: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", - " line_strings.extend(multi_line_string)\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:385: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " line_strings.extend(multi_line_string)\n" - ] - }, { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "x, y = np.meshgrid(x, y)\n", - "x = x.ravel()\n", - "y = y.ravel()\n", "plt.figure(figsize=(15, 6))\n", "ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=170.0))\n", "ax.plot(x, y, \"r+\", markersize=1, transform=ccrs.PlateCarree())\n", @@ -634,12 +639,12 @@ "id": "604c2561", "metadata": {}, "source": [ - "### The AVISO velocity data only has the horizontal velocity component, and is independent of depth. So the `z` dimension is not needed." + "The AVISO velocity data only has the horizontal velocity component. Or in other words, all the particles are assume to be at the same (implicit) level, which is the surface for this example. `seaduck` takes care of that by just setting:" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "c64e79be", "metadata": { "tags": [] @@ -654,24 +659,32 @@ "id": "1cbcc5c9", "metadata": {}, "source": [ - "### The AVISO velocity field is a snapshot and does not have a time dimension. Therefore, the time here only refers to the particle trajectories.\n", + "The AVISO velocity field is a snapshot and does not have a time dimension. Therefore, the time is only valid in a relative sense, i.e. how long has the simulation gone in \"real\" time. \n", "\n", - "#### The date does not matter, but the duration does (see below). The standard format is seconds since `1970-01-01 00:00`." + "The standard format for time in `seaduck` is seconds since `1970-01-01 00:00` and could be negative. Remember what time is set as the initial time? " ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "73e5e169", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "start_time = \"2000-01-01\"\n", - "t = (\n", - " np.array([np.datetime64(start_time) for i in x]) - np.datetime64(\"1970-01-01\")\n", - ") / np.timedelta64(1, \"s\")" + "all(t==0)" ] }, { @@ -679,29 +692,66 @@ "id": "c164519e", "metadata": {}, "source": [ - "### Define the duration of the simulation (end before start means integrate backwards in time)." + "Let's now define the duration of the simulation (end before start means integrate backwards in time). We can again use a short hand from `seaduck.utils`." ] }, { "cell_type": "code", - "execution_count": 10, - "id": "3a0fd5c5", + "execution_count": 9, + "id": "8421fbba", + "metadata": {}, + "outputs": [], + "source": [ + "tf = sd.utils.convert_time('1970-02-01')" + ] + }, + { + "cell_type": "markdown", + "id": "9658dc2a", + "metadata": {}, + "source": [ + "This is equivalent to:" + ] + }, + { + "cell_type": "raw", + "id": "9b874e11", "metadata": { "tags": [] }, - "outputs": [], "source": [ - "tf = (np.datetime64(\"2000-02-01\") - np.datetime64(\"1970-01-01\")) / np.timedelta64(\n", + "tf = (np.datetime64(\"1970-02-01\") - np.datetime64(\"1970-01-01\")) / np.timedelta64(\n", " 1, \"s\"\n", ")" ] }, + { + "cell_type": "markdown", + "id": "72f67743", + "metadata": {}, + "source": [ + "We are only interested when the particle is still in the domain, we can disregard the ones left from the northern boundary by defining:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "60649e82", + "metadata": {}, + "outputs": [], + "source": [ + "def interested_in(p):\n", + " return np.logical_and(-74.5" + "" ] }, "execution_count": 11, @@ -729,12 +779,11 @@ " y=y,\n", " z=z,\n", " t=t,\n", - " data=oce,\n", - " # save_raw = True,\n", - " # transport = True,\n", + " data=bathtub,\n", " uname=\"u\",\n", " vname=\"v\",\n", " wname=None,\n", + " callback = interested_in\n", ")\n", "p" ] @@ -746,7 +795,7 @@ "source": [ "### Perform the particle trajectory simulation.\n", "\n", - "#### Notice how we define when to dump output (`normal_stops`) and when to update the velocity field (`update_stops`). By default, the `stops` returned by the integration is the combination (union) of `normal_stops` and `update_stops`. `raw` is a list of `OceInterp.eulerian.position` objects with the same length as `stops`." + "Notice how we define when to dump output (`normal_stops`) and when to update the velocity field (`update_stops`). By default, the `stops` returned by the integration is the combination (union) of `normal_stops` and `update_stops`. `raw` is a list of `OceInterp.eulerian.position` objects with the same length as `stops`." ] }, { @@ -761,27 +810,26 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", - "2000-01-01T00:00:00\n", - "0 left \n", - "2000-01-04T10:40:00\n", - "900 left 776 left 693 left 578 left 490 left 409 left 338 left 284 left 250 left 221 left 187 left 160 left 129 left 109 left 93 left 79 left 59 left 46 left 39 left 37 left 27 left 20 left 17 left 13 left 11 left 10 left 9 left 9 left 9 left 6 left 6 left 5 left 4 left 3 left 2 left 2 left 2 left 1 left 1 left 1 left \n", - "2000-01-07T21:20:00\n", - "900 left 773 left 666 left 537 left 442 left 366 left 315 left 267 left 225 left 188 left 162 left 139 left 113 left 96 left 77 left 65 left 57 left 43 left 37 left 27 left 20 left 16 left 11 left 10 left 9 left 7 left 5 left 4 left 3 left 3 left 3 left 3 left 2 left 2 left 1 left 1 left 1 left 1 left \n", - "2000-01-11T08:00:00\n", - "900 left 779 left 654 left 547 left 458 left 385 left 331 left 293 left 249 left 202 left 171 left 142 left 119 left 111 left 95 left 86 left 69 left 62 left 49 left 38 left 31 left 22 left 17 left 14 left 11 left 9 left 9 left 8 left 7 left 7 left 5 left 5 left 5 left 2 left 2 left 2 left 2 left 1 left 1 left 1 left \n", - "2000-01-14T18:40:00\n", - "900 left 785 left 667 left 556 left 450 left 385 left 337 left 275 left 238 left 208 left 172 left 141 left 126 left 104 left 93 left 74 left 62 left 54 left 43 left 37 left 24 left 17 left 13 left 7 left 7 left 6 left 6 left 6 left 3 left 2 left 2 left 2 left 2 left 2 left 2 left 1 left 1 left \n", - "2000-01-18T05:20:00\n", - "900 left 779 left 661 left 533 left 444 left 384 left 328 left 276 left 233 left 200 left 171 left 147 left 123 left 100 left 88 left 68 left 52 left 43 left 36 left 34 left 29 left 22 left 19 left 18 left 16 left 14 left 12 left 12 left 10 left 7 left 6 left 4 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left \n", - "2000-01-21T16:00:00\n", - "900 left 778 left 657 left 538 left 456 left 384 left 336 left 302 left 259 left 222 left 184 left 152 left 131 left 110 left 94 left 79 left 67 left 55 left 46 left 38 left 34 left 28 left 26 left 21 left 15 left 11 left 9 left 7 left 6 left 3 left 3 left 1 left 1 left 1 left 1 left 1 left \n", - "2000-01-25T02:40:00\n", - "900 left 775 left 662 left 543 left 449 left 398 left 359 left 305 left 260 left 232 left 203 left 168 left 140 left 121 left 107 left 91 left 71 left 59 left 44 left 37 left 31 left 25 left 24 left 20 left 15 left 13 left 8 left 8 left 5 left 5 left 5 left 2 left 2 left 1 left 1 left 1 left 1 left 1 left \n", - "2000-01-28T13:20:00\n", - "900 left 785 left 667 left 545 left 462 left 395 left 343 left 302 left 258 left 224 left 197 left 169 left 152 left 138 left 120 left 98 left 91 left 72 left 56 left 46 left 40 left 33 left 31 left 28 left 24 left 19 left 17 left 16 left 13 left 12 left 9 left 6 left 4 left 4 left 3 left 2 left 1 left 1 left 1 left 1 left 1 left \n", - "2000-02-01T00:00:00\n", - "900 left 764 left 650 left 535 left 461 left 401 left 348 left 301 left 258 left 218 left 190 left 164 left 151 left 130 left 117 left 103 left 82 left 67 left 51 left 45 left 33 left 25 left 24 left 20 left 16 left 13 left 10 left 7 left 6 left 4 left 3 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 2 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left 1 left " + "1970-01-01T00:00:00\n", + "0 left \n", + "1970-01-04T10:40:00\n", + "0 left \n", + "1970-01-07T21:20:00\n", + "0 left \n", + "1970-01-11T08:00:00\n", + "0 left \n", + "1970-01-14T18:40:00\n", + "0 left \n", + "1970-01-18T05:20:00\n", + "0 left \n", + "1970-01-21T16:00:00\n", + "0 left \n", + "1970-01-25T02:40:00\n", + "0 left \n", + "1970-01-28T13:20:00\n", + "0 left \n", + "1970-02-01T00:00:00\n", + "0 left \n" ] } ], @@ -816,7 +864,7 @@ "id": "0e8b0f78", "metadata": {}, "source": [ - "### Some particles passed through the dateline (periodic boundary). Here is some pre-processing to handle the plot." + "Some particles passed through the dateline (periodic boundary). Here is some pre-processing to handle the plot." ] }, { @@ -856,43 +904,21 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:228: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " if len(multi_line_string) > 1:\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:239: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " line_strings = list(multi_line_string)\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:239: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", - " line_strings = list(multi_line_string)\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:280: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", - " for line in multi_line_string:\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:347: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " if len(p_mline) > 0:\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:385: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", - " line_strings.extend(multi_line_string)\n", - "/home/idies/miniconda3/envs/Oceanography/lib/python3.9/site-packages/cartopy/crs.py:385: ShapelyDeprecationWarning: __len__ for multi-part geometries is deprecated and will be removed in Shapely 2.0. Check the length of the `geoms` property instead to get the number of parts of a multi-part geometry.\n", - " line_strings.extend(multi_line_string)\n" - ] - }, { "data": { - "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -906,7 +932,7 @@ { "cell_type": "code", "execution_count": null, - "id": "12c85583", + "id": "f5516722", "metadata": {}, "outputs": [], "source": [] diff --git a/seaduck/lagrangian.py b/seaduck/lagrangian.py index 059b828e..6883687b 100644 --- a/seaduck/lagrangian.py +++ b/seaduck/lagrangian.py @@ -931,7 +931,7 @@ def to_next_stop(self, t1): elif i > 10: trim_tol = 1e-10 self.trim(tol=trim_tol) - print(sum(todo), "left", end="\r") + print(sum(todo), "left"," ", end="\r") self.analytical_step(tf, todo) self.update_after_cell_change() if self.transport: @@ -947,7 +947,7 @@ def to_next_stop(self, t1): # record those who cross the wall self.note_taking(todo) # self._contract() - print(sum(todo), "left", end=" ") + print(sum(todo), "left"," ", end=" ") if i == self.max_iteration - 1: print("maximum iteration count reached") self.t = np.ones(self.N) * t1 From 432fde2723d628da663684bb737905ce4bd53bf9 Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 22:12:52 -0400 Subject: [PATCH 07/18] lets see if simply changing import will pass the doc check --- docs/Global_ECCO.ipynb | 6 +++--- docs/IGP.ipynb | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/Global_ECCO.ipynb b/docs/Global_ECCO.ipynb index f2fb299f..4bebf202 100644 --- a/docs/Global_ECCO.ipynb +++ b/docs/Global_ECCO.ipynb @@ -20,7 +20,9 @@ "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import oceanspy as ospy" + "import oceanspy as ospy\n", + "\n", + "import seaduck as sd" ] }, { @@ -102,8 +104,6 @@ } ], "source": [ - "import seaduck as sd\n", - "\n", "sd.rcParam[\n", " \"debug_level\"\n", "] = \"very_high\" # Options are: 'high','very_high','not that high'" diff --git a/docs/IGP.ipynb b/docs/IGP.ipynb index 1bee3691..d0e21f0f 100644 --- a/docs/IGP.ipynb +++ b/docs/IGP.ipynb @@ -28,7 +28,9 @@ "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import oceanspy as ospy" + "import oceanspy as ospy\n", + "\n", + "import seaduck as sd" ] }, { @@ -11757,8 +11759,6 @@ } ], "source": [ - "import seaduck as sd\n", - "\n", "oce = sd.OceData(ds)" ] }, From 683a753d23f0fd92796ddd3916f7f4203fd31271 Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Sun, 21 May 2023 22:14:35 -0400 Subject: [PATCH 08/18] now the make works on my side, let's see --- docs/AVISO.ipynb | 26 +++++++++++++------------- docs/notebooks.ipynb | 3 +-- seaduck/lagrangian.py | 4 ++-- seaduck/utils.py | 20 ++++++++++---------- tests/test_utils.py | 4 ++-- 5 files changed, 28 insertions(+), 29 deletions(-) diff --git a/docs/AVISO.ipynb b/docs/AVISO.ipynb index c6e47c21..074da194 100644 --- a/docs/AVISO.ipynb +++ b/docs/AVISO.ipynb @@ -35,7 +35,7 @@ "source": [ "### Loading data\n", "\n", - "The AVISO velocity field dataset is a lat-lon grid with staggered velocity. It's a snapshot from a single time (see below). `seaduck.utils` provides a few datasets for testing and demonstration purposes. The corresponding dataset are called when the corresponding functions are called. " + "The AVISO velocity field dataset is a lat-lon grid with staggered velocity. It's a snapshot from a single time (see below). `seaduck.utils` provides a few datasets for testing and demonstration purposes. The corresponding dataset are called when the corresponding functions are called." ] }, { @@ -548,7 +548,7 @@ "source": [ "We've prepared the bathtub that the ducks are going to swim (passively drift) in. Now decide where and when to drop them. \n", "\n", - "We are going to use a short-hand defined in `seaduck.utils` to define the initial position for simplicity. The returns are normal than four 1D `numpy` array of `lon, lat, dep`, and `time`. It is as simple as that. " + "We are going to use a short-hand defined in `seaduck.utils` to define the initial position for simplicity. The returns are normal than four 1D `numpy` array of `lon, lat, dep`, and `time`. It is as simple as that." ] }, { @@ -573,16 +573,16 @@ "west = 180.0\n", "south = -75.0\n", "north = -40.0\n", - "shallow = -10.\n", + "shallow = -10.0\n", "deep = -10.0\n", "\n", "time = \"1970-01-01\"\n", "\n", - "Nlon = 300 # How many along longitudinal direction?\n", + "Nlon = 300 # How many along longitudinal direction?\n", "Nlat = 30 # How many along latitudinal direction?\n", - "Ndep = 1 # How many along vertical direction?\n", + "Ndep = 1 # How many along vertical direction?\n", "\n", - "x,y,z,t = sd.utils.easy_3d_cube(\n", + "x, y, z, t = sd.utils.easy_3d_cube(\n", " (east, west, Nlon),\n", " (south, north, Nlat),\n", " (shallow, deep, Ndep),\n", @@ -659,9 +659,9 @@ "id": "1cbcc5c9", "metadata": {}, "source": [ - "The AVISO velocity field is a snapshot and does not have a time dimension. Therefore, the time is only valid in a relative sense, i.e. how long has the simulation gone in \"real\" time. \n", + "The AVISO velocity field is a snapshot and does not have a time dimension. Therefore, the time is only valid in a relative sense, i.e. how long has the simulation gone in \"real\" time.\n", "\n", - "The standard format for time in `seaduck` is seconds since `1970-01-01 00:00` and could be negative. Remember what time is set as the initial time? " + "The standard format for time in `seaduck` is seconds since `1970-01-01 00:00` and could be negative. Remember what time is set as the initial time?" ] }, { @@ -684,7 +684,7 @@ } ], "source": [ - "all(t==0)" + "all(t == 0)" ] }, { @@ -702,7 +702,7 @@ "metadata": {}, "outputs": [], "source": [ - "tf = sd.utils.convert_time('1970-02-01')" + "tf = sd.utils.convert_time(\"1970-02-01\")" ] }, { @@ -741,7 +741,7 @@ "outputs": [], "source": [ "def interested_in(p):\n", - " return np.logical_and(-74.5 10: trim_tol = 1e-10 self.trim(tol=trim_tol) - print(sum(todo), "left"," ", end="\r") + print(sum(todo), "left", " ", end="\r") self.analytical_step(tf, todo) self.update_after_cell_change() if self.transport: @@ -947,7 +947,7 @@ def to_next_stop(self, t1): # record those who cross the wall self.note_taking(todo) # self._contract() - print(sum(todo), "left"," ", end=" ") + print(sum(todo), "left", " ", end=" ") if i == self.max_iteration - 1: print("maximum iteration count reached") self.t = np.ones(self.N) * t1 diff --git a/seaduck/utils.py b/seaduck/utils.py index c6807ed2..13e93f87 100644 --- a/seaduck/utils.py +++ b/seaduck/utils.py @@ -17,7 +17,7 @@ @functools.cache def pooch_prepare(): - '''Prepare for loading datasets using pooch''' + """Prepare for loading datasets using pooch.""" POOCH = pooch.create( path=pooch.os_cache("seaduck"), base_url="doi:10.5281/zenodo.7949168", @@ -29,7 +29,7 @@ def pooch_prepare(): def process_ecco(ds): - '''Add more meat to ECCO dataset after the skeleton is downloaded''' + """Add more meat to ECCO dataset after the skeleton is downloaded.""" rand1 = np.random.random((50, 13, 90, 90)) rand2 = np.random.random((50, 13, 90, 90)) rand3 = np.random.random((50, 13, 90, 90)) @@ -67,10 +67,10 @@ def process_ecco(ds): @functools.cache def get_dataset(name): - '''Use pooch to download datasets from cloud. + """Use pooch to download datasets from cloud. - This is just for testing purposes. - ''' + This is just for testing purposes. + """ POOCH, POOCH_FETCH_KWARGS = pooch_prepare() fnames = POOCH.fetch(f"{name}.tar.gz", pooch.Untar(), **POOCH_FETCH_KWARGS) ds = xr.open_zarr(os.path.commonpath(fnames)) @@ -725,10 +725,10 @@ def missing_cs_sn(ds): def convert_time(time): - '''Convert time into seconds after 1970-01-01 - - time needs to be a string or a np.datetime64 object. - ''' + """Convert time into seconds after 1970-01-01. + + time needs to be a string or a np.datetime64 object. + """ t0 = np.datetime64("1970-01-01") one_sec = np.timedelta64(1, "s") if isinstance(time, str): @@ -739,7 +739,7 @@ def convert_time(time): def easy_3d_cube(lon, lat, dep, tim, print_total_number=False): - '''Create 4D coords for initializing position/particle''' + """Create 4D coords for initializing position/particle.""" east, west, Nlon = lon south, north, Nlat = lat shallow, deep, Ndep = dep diff --git a/tests/test_utils.py b/tests/test_utils.py index f12f09f1..156fcae5 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -81,8 +81,8 @@ def test_easy_cube(): west = 0.0 south = 40.0 north = 75.0 - shallow = -10. - deep = -10. + shallow = -10.0 + deep = -10.0 time_string = "1977-01-01" Nlon = 10 From 52dc04673c1a5c5e3e660f7a1de0021b1330f342 Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Mon, 22 May 2023 14:22:30 -0400 Subject: [PATCH 09/18] fix ecco notebook to make it runable every where --- docs/AVISO.ipynb | 6 +- docs/Global_ECCO.ipynb | 3698 ++++++++++++++++++++++++++++++++++++++-- seaduck/topology.py | 2 +- 3 files changed, 3531 insertions(+), 175 deletions(-) diff --git a/docs/AVISO.ipynb b/docs/AVISO.ipynb index 074da194..df243ad3 100644 --- a/docs/AVISO.ipynb +++ b/docs/AVISO.ipynb @@ -569,8 +569,8 @@ ], "source": [ "# Define the extend of the box\n", - "east = -180.0\n", - "west = 180.0\n", + "west = -180.0\n", + "east = 180.0\n", "south = -75.0\n", "north = -40.0\n", "shallow = -10.0\n", @@ -583,7 +583,7 @@ "Ndep = 1 # How many along vertical direction?\n", "\n", "x, y, z, t = sd.utils.easy_3d_cube(\n", - " (east, west, Nlon),\n", + " (west, east, Nlon),\n", " (south, north, Nlat),\n", " (shallow, deep, Ndep),\n", " time,\n", diff --git a/docs/Global_ECCO.ipynb b/docs/Global_ECCO.ipynb index 4bebf202..193e419f 100644 --- a/docs/Global_ECCO.ipynb +++ b/docs/Global_ECCO.ipynb @@ -20,7 +20,6 @@ "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import oceanspy as ospy\n", "\n", "import seaduck as sd" ] @@ -42,26 +41,3397 @@ "metadata": { "tags": [] }, + "outputs": [], + "source": [ + "# ecco = ospy.open_oceandataset.from_catalog(\"ECCO\")\n", + "# ecco = ospy.open_oceandataset.from_catalog('daily_ecco')\n", + "ecco = sd.utils.get_dataset(\"ecco\")\n", + "ecco = sd.utils.process_ecco(ecco)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "scrolled": true + }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Opening ECCO.\n", - "ECCO v4r4 3D dataset, ocean simulations on LLC90 grid (monthly mean output)\n" - ] + "data": { + "text/html": [ + "
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+       "Dimensions:    (face: 13, X: 90, Y: 90, time_midp: 2, time: 3, Z: 50, Yp1: 90, Zl: 50, Xp1: 90, Zp1: 51, Zu: 50, nv: 2)\n",
+       "Coordinates: (12/42)\n",
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+       "  * time_midp  (time_midp) datetime64[ns] 1992-01-31T12:00:00 1992-03-01T12:0...\n",
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+       "    timestep   (time) int64 dask.array<chunksize=(1,), meta=np.ndarray>\n",
+       "Dimensions without coordinates: nv\n",
+       "Data variables:\n",
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+       "    VVELMASS1  (Z, face, Yp1, X) float16 dask.array<chunksize=(25, 7, 45, 45), meta=np.ndarray>\n",
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+       "    ETAN_snap  (time_midp, face, Y, X) float64 0.6193 0.7342 ... 0.3643 0.6661\n",
+       "Attributes: (12/16)\n",
+       "    OceanSpy_description:       ECCO v4r4 3D dataset, ocean simulations on LL...\n",
+       "    OceanSpy_face_connections:  {'face': {0: {'X': ((12, 'Y', False), (3, 'X'...\n",
+       "    OceanSpy_grid_coords:       {'Y': {'Y': None, 'Yp1': -0.5}, 'X': {'X': No...\n",
+       "    OceanSpy_name:              ECCO_v4r4\n",
+       "    OceanSpy_parameters:        {'rSphere': 6371.0, 'eq_state': 'jmd95', 'rho...\n",
+       "    date_created:               Mon Dec 30 11:13:26 2019\n",
+       "    ...                         ...\n",
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+       "    geospatial_vertical_min:    -5906.25\n",
+       "    nx:                         90\n",
+       "    ny:                         90\n",
+       "    nz:                         50\n",
+       "    title:                      ECCOv4 MITgcm grid information
" + ], + "text/plain": [ + "\n", + "Dimensions: (face: 13, X: 90, Y: 90, time_midp: 2, time: 3, Z: 50, Yp1: 90, Zl: 50, Xp1: 90, Zp1: 51, Zu: 50, nv: 2)\n", + "Coordinates: (12/42)\n", + " * face (face) int64 0 1 2 3 4 5 6 7 8 9 10 11 12\n", + " * X (X) int64 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * Y (Y) int64 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * time_midp (time_midp) datetime64[ns] 1992-01-31T12:00:00 1992-03-01T12:0...\n", + " * time (time) datetime64[ns] 1992-01-16T12:00:00 ... 1992-03-16T12:00:00\n", + " * Z (Z) float32 -5.0 -15.0 -25.0 ... -5.039e+03 -5.461e+03 -5.906e+03\n", + " ... ...\n", + " rA (face, Y, X) float32 dask.array\n", + " rAs (face, Yp1, X) float32 dask.array\n", + " rAw (face, Y, Xp1) float32 dask.array\n", + " rAz (face, Yp1, Xp1) float32 dask.array\n", + " time_bnds (time, nv) datetime64[ns] dask.array\n", + " timestep (time) int64 dask.array\n", + "Dimensions without coordinates: nv\n", + "Data variables:\n", + " UVELMASS1 (Z, face, Y, Xp1) float16 dask.array\n", + " VVELMASS1 (Z, face, Yp1, X) float16 dask.array\n", + " WVELMASS1 (Zl, face, Y, X) float16 dask.array\n", + " UVELMASS (time, Z, face, Y, Xp1) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", + " WVELMASS (time, Zl, face, Y, X) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", + " VVELMASS (time, Z, face, Yp1, X) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", + " SALT (time, Z, face, Y, X) float64 0.8641 0.5259 ... 0.09563 0.9472\n", + " SALT_snap (time_midp, Z, face, Y, X) float64 0.6193 0.7342 ... 0.9674\n", + " ETAN (time, face, Y, X) float64 0.8641 0.5259 0.9585 ... 0.1691 0.8962\n", + " ETAN_snap (time_midp, face, Y, X) float64 0.6193 0.7342 ... 0.3643 0.6661\n", + "Attributes: (12/16)\n", + " OceanSpy_description: ECCO v4r4 3D dataset, ocean simulations on LL...\n", + " OceanSpy_face_connections: {'face': {0: {'X': ((12, 'Y', False), (3, 'X'...\n", + " OceanSpy_grid_coords: {'Y': {'Y': None, 'Yp1': -0.5}, 'X': {'X': No...\n", + " OceanSpy_name: ECCO_v4r4\n", + " OceanSpy_parameters: {'rSphere': 6371.0, 'eq_state': 'jmd95', 'rho...\n", + " date_created: Mon Dec 30 11:13:26 2019\n", + " ... ...\n", + " geospatial_vertical_max: -5.0\n", + " geospatial_vertical_min: -5906.25\n", + " nx: 90\n", + " ny: 90\n", + " nz: 50\n", + " title: ECCOv4 MITgcm grid information" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "ecco = ospy.open_oceandataset.from_catalog(\"ECCO\")\n", - "# ecco = ospy.open_oceandataset.from_catalog('daily_ecco')" + "ecco" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "#### The following is not necessary, but it's faster if you have `maskU` and `maskV` at hand." + "### Initialize seaduck package. Then set the debug level." ] }, { @@ -72,82 +3442,88 @@ }, "outputs": [], "source": [ - "# ecco._ds['maskU'] = ecco._ds['maskC']\n", - "# ecco._ds['maskU'].values = np.load('maskU.npy')\n", - "# ecco._ds['maskV'] = ecco._ds['maskC']\n", - "# ecco._ds['maskV'].values = np.load('maskV.npy')" + "sd.rcParam[\n", + " \"debug_level\"\n", + "] = \"very_high\" # Options are: 'high','very_high','not that high'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Initialize seaduck package. Then set the debug level." + "### Specify the parameters for the particles (number, positions, start time)." ] }, { "cell_type": "code", - "execution_count": 4, - "metadata": { - "tags": [] - }, + "execution_count": 43, + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Warning:overwriting the inheritance oject to None, because we ignore masking\n", - "Warning:overwriting the inheritance oject to None, because we ignore masking\n", - "Warning:overwriting the inheritance oject to None, because we ignore masking\n", - "Warning:overwriting the inheritance oject to None, because we ignore masking\n" + "A total 400 positions defined.\n" ] } ], "source": [ - "sd.rcParam[\n", - " \"debug_level\"\n", - "] = \"very_high\" # Options are: 'high','very_high','not that high'" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Specify the parameters for the particles (number, positions, start time)." + "# Define the extend of the box\n", + "west = -19.0\n", + "east= -9.0\n", + "south = 57.0\n", + "north = 63.0\n", + "shallow = -10.0\n", + "deep = -10.0\n", + "\n", + "time = \"1992-02-15\"\n", + "\n", + "Nlon = 20 # How many along longitudinal direction?\n", + "Nlat = 20 # How many along latitudinal direction?\n", + "Ndep = 1 # How many along vertical direction?\n", + "\n", + "x, y, z, t = sd.utils.easy_3d_cube(\n", + " (east, west, Nlon),\n", + " (south, north, Nlat),\n", + " (shallow, deep, Ndep),\n", + " time,\n", + " print_total_number=True,\n", + ")" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 44, "metadata": {}, "outputs": [], "source": [ - "# Change the number of particles here\n", - "N = int(1e2)\n", + "# x,y,z,t = \n", + "# # Change the number of particles here\n", + "# N = int(1e2)\n", "\n", - "# Change the vertical depth of the particles here\n", - "levels = np.array([-5])\n", - "sqrtN = int(np.sqrt(N))\n", + "# # Change the vertical depth of the particles here\n", + "# levels = np.array([-5])\n", + "# sqrtN = int(np.sqrt(N))\n", "\n", - "# Change the longitude and latitude positions of the particles here\n", - "xx = np.linspace(-19, -9, sqrtN)\n", - "yy = np.linspace(63, 57, sqrtN)\n", + "# # Change the longitude and latitude positions of the particles here\n", + "# xx = np.linspace(-19, -9, sqrtN)\n", + "# yy = np.linspace(63, 57, sqrtN)\n", "\n", - "# Compute intermediate grid variables\n", - "xxx, yyy = np.meshgrid(xx, yy)\n", - "x = xxx.ravel()\n", - "y = yyy.ravel()\n", - "x, z = np.meshgrid(x, levels)\n", - "y, z = np.meshgrid(y, levels)\n", - "x = x.ravel()\n", - "y = y.ravel()\n", - "z = z.ravel()\n", + "# # Compute intermediate grid variables\n", + "# xxx, yyy = np.meshgrid(xx, yy)\n", + "# x = xxx.ravel()\n", + "# y = yyy.ravel()\n", + "# x, z = np.meshgrid(x, levels)\n", + "# y, z = np.meshgrid(y, levels)\n", + "# x = x.ravel()\n", + "# y = y.ravel()\n", + "# z = z.ravel()\n", "\n", - "# Change the times here\n", - "start_time = \"1998-12-15\"\n", - "t = (\n", - " np.array([np.datetime64(start_time) for i in x]) - np.datetime64(\"1970-01-01\")\n", - ") / np.timedelta64(1, \"s\")" + "# # Change the times here\n", + "# start_time = \"1998-12-15\"\n", + "# t = (\n", + "# np.array([np.datetime64(start_time) for i in x]) - np.datetime64(\"1970-01-01\")\n", + "# ) / np.timedelta64(1, \"s\")" ] }, { @@ -159,27 +3535,25 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 45, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plt.axes(projection=ccrs.PlateCarree())\n", - "ax.plot(xxx, yyy, \"r+\")\n", + "ax.plot(x, y, \"r+\")\n", "ax.coastlines()\n", "ax.set_xlim([-25, 0])\n", "ax.set_ylim([50, 70])\n", @@ -195,7 +3569,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 46, "metadata": { "tags": [] }, @@ -204,38 +3578,41 @@ "name": "stdout", "output_type": "stream", "text": [ - "Help on function OceInterp in module OceInterp.OceInterp:\n", + "Help on function OceInterp in module seaduck.oceinterp:\n", "\n", - "OceInterp(od, varList, x, y, z, t, kernelList=None, lagrangian=False, lagrange_kwarg={}, update_stops='default', return_in_between=True, return_pt_time=True, **kernel_kwarg)\n", - " The center piece function of the package, from here \n", - " you can access almost all the functionality of the \n", - " package.\n", - " -------\n", - " od: OceInterp.OceData object or xarray.Dataset (hopefully also netcdf)\n", - " the dataset to work on\n", - " varList: str or lst\n", - " (list of) variable/pair of variables\n", - " kernelList: OceInterp.KnW/list of OceInterp.KnW object\n", - " which kernel to use for each interpolation\n", - " x,y,z: numpy.ndarray\n", - " location of the particles, x,y are in degrees, and \n", - " z are in meters, the deeper, the more negative. \n", - " t: numpy.ndarray\n", - " In Eulerian scheme, the time of interpolation.\n", - " In Lagrangian scheme, the time needed for output. \n", - " lagrangian: bool\n", - " whether the interpolation is done in Eulerian or \n", - " Lagarangian scheme\n", - " lagrange_kwarg: dict\n", - " keyward argument passed into the OceInterp.lagrangia\n", - " n.particle object.\n", - " update_stops: None, 'defalut', iterable of float\n", - " time to update the prefetch the velocity.\n", - " return_in_between: bool\n", - " in lagrangian mode, return the interpolation not only\n", - " at t, but also at whenever the speed is updated.\n", - " return_pt_time: bool\n", - " whether to return time of all the steps.\n", + "OceInterp(od, varList, x, y, z, t, kernelList=None, lagrangian=False, lagrange_kwarg={}, update_stops='default', return_in_between=True, return_pt_time=True, kernel_kwarg={})\n", + " Interp for people who just want to take a quick look.\n", + " \n", + " **This is the centerpiece function of the package, through which\n", + " you can access almost all of its functionality.**.\n", + " \n", + " **Parameters:**\n", + " \n", + " + od: OceInterp.OceData object or xarray.Dataset (limited support for netCDF Dataset)\n", + " The dataset to work on.\n", + " + varList: str or list\n", + " A list of variable or pair of variables.\n", + " + kernelList: OceInterp.KnW or list of OceInterp.KnW objects\n", + " Indicates which kernel to use for each interpolation.\n", + " + x, y, z: numpy.ndarray\n", + " The location of the particles, where x and y are in degrees,\n", + " and z is in meters (deeper locations are represented by more negative values).\n", + " + t: numpy.ndarray\n", + " In the Eulerian scheme, this represents the time of interpolation.\n", + " In the Lagrangian scheme, it represents the time needed for output.\n", + " + lagrangian: bool\n", + " Specifies whether the interpolation is done in the Eulerian or Lagrangian scheme.\n", + " + lagrange_kwarg: dict\n", + " Keyword arguments passed into the OceInterp.lagrangian.particle object.\n", + " + update_stops: None, 'default', or iterable of float\n", + " Specifies the time to update the prefetch velocity.\n", + " + return_in_between: bool\n", + " In Lagrangian mode, this returns the interpolation not only at time t,\n", + " but also at every point in time when the speed is updated.\n", + " + return_pt_time: bool\n", + " Specifies whether to return the time of all the steps.\n", + " + kernel_kwarg: dict\n", + " keyword arguments to pass into seaduck.KnW object.\n", "\n" ] } @@ -253,14 +3630,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 47, "metadata": { "tags": [] }, "outputs": [], "source": [ "[s, (u, v), eta, mask] = sd.OceInterp(\n", - " ecco._ds, [\"SALT\", (\"UVELMASS\", \"VVELMASS\"), \"ETAN\", \"maskC\"], x, y, z, t\n", + " ecco, [\"SALT\", (\"UVELMASS\", \"VVELMASS\"), \"ETAN\", \"maskC\"], x, y, z, t\n", ")" ] }, @@ -273,7 +3650,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 48, "metadata": {}, "outputs": [ { @@ -282,20 +3659,18 @@ "Text(0.5, 1.0, 'Salinity (psu)')" ] }, - "execution_count": 10, + "execution_count": 48, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -318,7 +3693,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 49, "metadata": {}, "outputs": [ { @@ -327,20 +3702,18 @@ "Text(0.5, 1.0, 'Zonal Velocity (m/s)')" ] }, - "execution_count": 11, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -363,7 +3736,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 50, "metadata": {}, "outputs": [ { @@ -372,20 +3745,18 @@ "Text(0.5, 1.0, 'Sea Surface Height (m)')" ] }, - "execution_count": 12, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -410,12 +3781,12 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 51, "metadata": {}, "outputs": [], "source": [ - "start_time = \"1998-12-15\"\n", - "end_time = \"1998-09\"\n", + "start_time = \"1992-01-17\"\n", + "end_time = \"1992-03-12\"\n", "\n", "t_bnds = np.array(\n", " [\n", @@ -436,28 +3807,25 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\n", - "1998-12-01T06:00:00\n", - "100 left 98 left 91 left 63 left 17 left \n", - "1998-10-31T18:00:00\n", - "100 left 100 left 100 left 100 left 95 left 84 left 67 left 33 left 5 left \n", - "1998-10-01T06:00:00\n", - "100 left 100 left 96 left 85 left 77 left 51 left 16 left \n", - "1998-09-01T00:00:00\n", - "100 left 87 left 62 left 31 left 8 left 1 left " + "1992-01-31T12:00:00\n", + "0 left \n", + "1992-03-01T12:00:00\n", + "0 left \n", + "1992-03-12T00:00:00\n", + "0 left \n" ] } ], "source": [ "stops, [s, raw, lat, lon] = sd.OceInterp(\n", - " ecco._ds,\n", + " ecco,\n", " [\"SALT\", \"__particle.raw\", \"__particle.lat\", \"__particle.lon\"],\n", " x,\n", " y,\n", @@ -478,16 +3846,16 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(912492000.0, 909856800.0, 907221600.0, 904608000.0)" + "(696859200.0, 699451200.0, 700358400.0)" ] }, - "execution_count": 15, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -505,19 +3873,18 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[,\n", - " ,\n", - " ,\n", - " ]" + "[,\n", + " ,\n", + " ]" ] }, - "execution_count": 16, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } @@ -535,7 +3902,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 55, "metadata": {}, "outputs": [ { @@ -544,26 +3911,24 @@ "Text(0.5, 1.0, 'salinity map')" ] }, - "execution_count": 17, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plt.axes(projection=ccrs.PlateCarree())\n", - "ax.scatter(lon[-1], lat[-1], c=s[-1])\n", + "ax.scatter(lon[-1], lat[-1],c = s[-1],s = 1)\n", "ax.coastlines()\n", "ax.set_xlim([-70, 0])\n", "ax.set_ylim([30, 70])\n", @@ -581,33 +3946,26 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ - "KnW = sd.kernelNweight.KnW" + "KnW = sd.kernel_weight.KnW" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "#### Define derivative kernels for $\\\\partial / \\\\partial z$, $\\\\partial^2 / \\\\partial x^2$, and $\\\\partial / \\\\partial t$." + "#### Define derivative kernels for \n", + "$\\partial / \\partial z$, $\\partial^2 / \\partial x^2$, and $\\partial / \\partial t$." ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 57, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Creating new weight function, the first time is going to be slow\n" - ] - } - ], + "outputs": [], "source": [ "default = KnW()\n", "dz_kernel = KnW(vkernel=\"dz\")\n", @@ -626,7 +3984,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 58, "metadata": {}, "outputs": [ { @@ -639,7 +3997,7 @@ ], "source": [ "[dsdz, (d2udx2, dvdt)] = sd.OceInterp(\n", - " ecco._ds,\n", + " ecco,\n", " {\"SALT\": dz_kernel, (\"UVELMASS\", \"VVELMASS\"): (dx2_kernel, dt_kernel)},\n", " x,\n", " y,\n", @@ -657,7 +4015,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 59, "metadata": {}, "outputs": [ { @@ -666,20 +4024,18 @@ "Text(0.5, 1.0, 'Second Derivative of the Zonal Velocity (m/s per grid scale squared)')" ] }, - "execution_count": 23, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], diff --git a/seaduck/topology.py b/seaduck/topology.py index 62c1390d..ef4708ab 100644 --- a/seaduck/topology.py +++ b/seaduck/topology.py @@ -41,7 +41,7 @@ def llc_mutual_direction(face, nface, transitive=False): nedge_n = np.where(llc_face_connect[nface] == face) try: found = edge_n[0][0] in [0, 1, 2, 3] and nedge_n[0][0] in [0, 1, 2, 3] - except IndexError: + except Exception: # It has to be a index error, but numba does not support that found = False if found: return edge_n[0][0], nedge_n[0][0] From e0e30bedba8073ca7b0d40ac9d9970472253beef Mon Sep 17 00:00:00 2001 From: Wenrui Jiang Date: Mon, 22 May 2023 16:52:21 -0400 Subject: [PATCH 10/18] use a textfile instead --- docs/IGP.ipynb | 12451 ---------------- docs/_toc.yml | 2 +- docs/sciserver_notebooks/IGP.md | 151 + .../IGP_files/IGP_15_1.png | Bin 0 -> 135380 bytes .../IGP_files/IGP_27_1.png | Bin 0 -> 140316 bytes 5 files changed, 152 insertions(+), 12452 deletions(-) delete mode 100644 docs/IGP.ipynb create mode 100644 docs/sciserver_notebooks/IGP.md create mode 100644 docs/sciserver_notebooks/IGP_files/IGP_15_1.png create mode 100644 docs/sciserver_notebooks/IGP_files/IGP_27_1.png diff --git a/docs/IGP.ipynb b/docs/IGP.ipynb deleted file mode 100644 index d0e21f0f..00000000 --- a/docs/IGP.ipynb +++ /dev/null @@ -1,12451 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "db0028ab-0cec-4a71-9e9f-881312de4f93", - "metadata": {}, - "source": [ - "# Lagrangian particle demonstration in a regional MITgcm configuration without faces and with open boundaries.\n", - "\n", - "### Wenrui Jiang, Tom Haine Feb '23" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "cbceedb3", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:26:40.756892Z", - "iopub.status.busy": "2023-04-10T21:26:40.756164Z", - "iopub.status.idle": "2023-04-10T21:27:00.601945Z", - "shell.execute_reply": "2023-04-10T21:27:00.599458Z", - "shell.execute_reply.started": "2023-04-10T21:26:40.756801Z" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import oceanspy as ospy\n", - "\n", - "import seaduck as sd" - ] - }, - { - "cell_type": "markdown", - "id": "b1baa1a2-3b38-4fa3-9658-39824509b261", - "metadata": {}, - "source": [ - "### The regional MITgcm run is the IGPwinter simulation, available on SciServer. The simulation is opened using the OceanSpy package.\n", - "\n", - "### See: https://oceanspy.readthedocs.io/en/latest/datasets.html#igpwinter and https://dev-poseidon-ocean.pantheonsite.io/products/datasets/." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "5df75a42", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:00.612910Z", - "iopub.status.busy": "2023-04-10T21:27:00.611064Z", - "iopub.status.idle": "2023-04-10T21:27:47.283586Z", - "shell.execute_reply": "2023-04-10T21:27:47.270936Z", - "shell.execute_reply.started": "2023-04-10T21:27:00.612829Z" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Opening IGPwinter.\n", - "High-resolution numerical simulation carried out in parallel to the observational\n", - "component of the Iceland Greenland Seas Project (IGP).\n", - "Citation:\n", - " * Renfrew et al., 2019 - BAMS.\n" - ] - } - ], - "source": [ - "od = ospy.open_oceandataset.from_catalog(\"IGPwinter\")" - ] - }, - { - "cell_type": "markdown", - "id": "403ab5a5-6882-44a6-8797-fd71dfb7cb66", - "metadata": {}, - "source": [ - "### Artificially create an open boundary in depth." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "d7c06935", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:47.287114Z", - "iopub.status.busy": "2023-04-10T21:27:47.286417Z", - "iopub.status.idle": "2023-04-10T21:27:48.248653Z", - "shell.execute_reply": "2023-04-10T21:27:48.245847Z", - "shell.execute_reply.started": "2023-04-10T21:27:47.287044Z" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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-       "Dimensions:       (Z: 50, Zp1: 217, Zu: 216, Zl: 50, X: 960, Y: 880, Xp1: 961,\n",
-       "                   Yp1: 881, time: 360, time_midp: 359)\n",
-       "Coordinates: (12/18)\n",
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-       "    ...            ...\n",
-       "  * time          (time) datetime64[ns] 2018-01-01 ... 2018-03-31T18:00:00\n",
-       "    YU            (Y, Xp1) float64 dask.array<chunksize=(880, 961), meta=np.ndarray>\n",
-       "    XU            (Y, Xp1) float64 dask.array<chunksize=(880, 961), meta=np.ndarray>\n",
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-       "  * time_midp     (time_midp) datetime64[ns] 2018-01-01T03:00:00 ... 2018-03-...\n",
-       "Data variables: (12/102)\n",
-       "    drC           (Zp1) float64 dask.array<chunksize=(217,), meta=np.ndarray>\n",
-       "    drF           (Z) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
-       "    dxC           (Y, Xp1) float64 dask.array<chunksize=(880, 961), meta=np.ndarray>\n",
-       "    dyC           (Yp1, X) float64 dask.array<chunksize=(881, 960), meta=np.ndarray>\n",
-       "    dxF           (Y, X) float64 dask.array<chunksize=(880, 960), meta=np.ndarray>\n",
-       "    dyF           (Y, X) float64 dask.array<chunksize=(880, 960), meta=np.ndarray>\n",
-       "    ...            ...\n",
-       "    SItflux       (time, Y, X) float64 dask.array<chunksize=(4, 880, 960), meta=np.ndarray>\n",
-       "    SIaaflux      (time, Y, X) float64 dask.array<chunksize=(4, 880, 960), meta=np.ndarray>\n",
-       "    SIhl          (time, Y, X) float64 dask.array<chunksize=(4, 880, 960), meta=np.ndarray>\n",
-       "    SIempmr       (time, Y, X) float64 dask.array<chunksize=(4, 880, 960), meta=np.ndarray>\n",
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-       "Attributes: (12/23)\n",
-       "    MITgcm_version:        checkpoint67l\n",
-       "    build_user:            malmans2@jhu.edu\n",
-       "    build_host:            compute0673\n",
-       "    build_date:            Fri Nov  8 01:36:45 EST 2019\n",
-       "    MITgcm_URL:            http://mitgcm.org\n",
-       "    MITgcm_tag_id:         \n",
-       "    ...                    ...\n",
-       "    Nr:                    216\n",
-       "    OceanSpy_parameters:   {'rSphere': 6371.0, 'eq_state': 'mdjwf', 'rho0': 1...\n",
-       "    OceanSpy_name:         IGP\n",
-       "    OceanSpy_description:  High-resolution numerical simulation carried out i...\n",
-       "    OceanSpy_projection:   Mercator(**{})\n",
-       "    OceanSpy_grid_coords:  {'Y': {'Y': None, 'Yp1': 0.5}, 'X': {'X': None, 'X...
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dask.array\n", - " drF (Z) float64 dask.array\n", - " dxC (Y, Xp1) float64 dask.array\n", - " dyC (Yp1, X) float64 dask.array\n", - " dxF (Y, X) float64 dask.array\n", - " dyF (Y, X) float64 dask.array\n", - " ... ...\n", - " SItflux (time, Y, X) float64 dask.array\n", - " SIaaflux (time, Y, X) float64 dask.array\n", - " SIhl (time, Y, X) float64 dask.array\n", - " SIempmr (time, Y, X) float64 dask.array\n", - " oceSPflx (time, Y, X) float64 dask.array\n", - " oceSPDep (time, Y, X) float64 dask.array\n", - "Attributes: (12/23)\n", - " MITgcm_version: checkpoint67l\n", - " build_user: malmans2@jhu.edu\n", - " build_host: compute0673\n", - " build_date: Fri Nov 8 01:36:45 EST 2019\n", - " MITgcm_URL: http://mitgcm.org\n", - " MITgcm_tag_id: \n", - " ... ...\n", - " Nr: 216\n", - " OceanSpy_parameters: {'rSphere': 6371.0, 'eq_state': 'mdjwf', 'rho0': 1...\n", - " OceanSpy_name: IGP\n", - " OceanSpy_description: High-resolution numerical simulation carried out i...\n", - " OceanSpy_projection: Mercator(**{})\n", - " OceanSpy_grid_coords: {'Y': {'Y': None, 'Yp1': 0.5}, 'X': {'X': None, 'X..." - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ds = od._ds.isel(Z=slice(0, 50), Zl=slice(0, 50))\n", - "ds" - ] - }, - { - "cell_type": "markdown", - "id": "a9345c32-d57b-484d-b156-fcea5fb36bb9", - "metadata": { - "execution": { - "iopub.execute_input": "2023-03-05T19:58:23.737170Z", - "iopub.status.busy": "2023-03-05T19:58:23.735450Z", - "iopub.status.idle": "2023-03-05T19:58:23.766261Z", - "shell.execute_reply": "2023-03-05T19:58:23.763346Z", - "shell.execute_reply.started": "2023-03-05T19:58:23.737026Z" - }, - "tags": [] - }, - "source": [ - "### Initialize OceInterp package." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "de12eb98", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:48.251789Z", - "iopub.status.busy": "2023-04-10T21:27:48.251184Z", - "iopub.status.idle": "2023-04-10T21:27:50.760738Z", - "shell.execute_reply": "2023-04-10T21:27:50.758160Z", - "shell.execute_reply.started": "2023-04-10T21:27:48.251731Z" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "no CS in dataset, skip\n", - "no SN in dataset, skip\n" - ] - } - ], - "source": [ - "oce = sd.OceData(ds)" - ] - }, - { - "cell_type": "markdown", - "id": "58742936-c8a3-416f-aa27-5136eb770669", - "metadata": {}, - "source": [ - "### Initialize the particles: We put the ducks on the East Greenland continental shelf..." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "80c1c35f", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:50.763531Z", - "iopub.status.busy": "2023-04-10T21:27:50.762911Z", - "iopub.status.idle": "2023-04-10T21:27:50.777747Z", - "shell.execute_reply": "2023-04-10T21:27:50.775533Z", - "shell.execute_reply.started": "2023-04-10T21:27:50.763472Z" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "Nx = 20\n", - "Nz = 10\n", - "x = np.linspace(-22, -20, Nx)\n", - "z = np.linspace(0, -200, Nz)\n", - "x, z = np.meshgrid(x, z)\n", - "x = x.ravel()\n", - "z = z.ravel()\n", - "y = np.ones_like(x) * 71.0" - ] - }, - { - "cell_type": "markdown", - "id": "4581743f-893d-46ac-81a2-0654b8c0160d", - "metadata": {}, - "source": [ - "### ...and at the beginning of the simulation..." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "98c3cd59", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:50.779814Z", - "iopub.status.busy": "2023-04-10T21:27:50.779196Z", - "iopub.status.idle": "2023-04-10T21:27:50.791169Z", - "shell.execute_reply": "2023-04-10T21:27:50.789062Z", - "shell.execute_reply.started": "2023-04-10T21:27:50.779760Z" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "start_time = \"2018-01-02\"\n", - "t = (\n", - " np.array([np.datetime64(start_time) for i in x]) - np.datetime64(\"1970-01-01\")\n", - ") / np.timedelta64(1, \"s\")" - ] - }, - { - "cell_type": "markdown", - "id": "8b9371a3-c55c-424f-9146-62794af3e560", - "metadata": { - "execution": { - "iopub.execute_input": "2023-03-05T20:05:54.357281Z", - "iopub.status.busy": "2023-03-05T20:05:54.352233Z", - "iopub.status.idle": "2023-03-05T20:05:54.375512Z", - "shell.execute_reply": "2023-03-05T20:05:54.372911Z", - "shell.execute_reply.started": "2023-03-05T20:05:54.357171Z" - } - }, - "source": [ - "### ...and integrate forward in time for one month." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "dc86c2c7", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:50.798963Z", - "iopub.status.busy": "2023-04-10T21:27:50.798330Z", - "iopub.status.idle": "2023-04-10T21:27:50.808846Z", - "shell.execute_reply": "2023-04-10T21:27:50.806404Z", - "shell.execute_reply.started": "2023-04-10T21:27:50.798908Z" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "tf = (np.datetime64(\"2018-02-01\") - np.datetime64(\"1970-01-01\")) / np.timedelta64(\n", - " 1, \"s\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "ed715604-c934-43cd-8cb1-09806eb1cf14", - "metadata": {}, - "source": [ - "### Here is where the particles start on the map:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2f09011d", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:50.811687Z", - "iopub.status.busy": "2023-04-10T21:27:50.811085Z", - "iopub.status.idle": "2023-04-10T21:27:52.968743Z", - "shell.execute_reply": "2023-04-10T21:27:52.966155Z", - "shell.execute_reply.started": "2023-04-10T21:27:50.811633Z" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.pcolormesh(od._ds[\"XC\"], od._ds[\"YC\"], np.log10(od._ds[\"Depth\"] + 10), cmap=\"Blues\")\n", - "plt.plot(x, y, \"r\")\n", - "plt.colorbar()" - ] - }, - { - "cell_type": "markdown", - "id": "d27254c3-27c1-4c1c-96f2-19b72137789c", - "metadata": {}, - "source": [ - "### Define a function to control when to continue simulation, or to stop it. The simulation will only continue for particles that return True.\n", - "\n", - "#### This function filters particles based on their geographic position." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "dee1f218", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:52.973133Z", - "iopub.status.busy": "2023-04-10T21:27:52.972012Z", - "iopub.status.idle": "2023-04-10T21:27:52.989605Z", - "shell.execute_reply": "2023-04-10T21:27:52.986714Z", - "shell.execute_reply.started": "2023-04-10T21:27:52.973024Z" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "def continue_criterion(pt):\n", - " x_ = np.logical_and(pt.lon < 0, pt.lon > -43)\n", - " y_ = np.logical_and(pt.lat < 77.5, pt.lat > 57.5)\n", - " z_ = pt.dep > -750\n", - " return np.logical_and(np.logical_and(x_, y_), z_)" - ] - }, - { - "cell_type": "markdown", - "id": "2ace7e8f-f837-4b71-86c5-b824e9b8467a", - "metadata": {}, - "source": [ - "### Use volume flux (transport) to advect the particles. This is usually better than using the velocity field itself." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "2cef728b", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:52.993281Z", - "iopub.status.busy": "2023-04-10T21:27:52.992301Z", - "iopub.status.idle": "2023-04-10T21:27:53.094574Z", - "shell.execute_reply": "2023-04-10T21:27:53.092345Z", - "shell.execute_reply.started": "2023-04-10T21:27:52.993225Z" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "oce[\"utrans\"] = oce[\"U\"] * oce[\"drF\"] * oce[\"dyG\"]\n", - "oce[\"vtrans\"] = oce[\"V\"] * oce[\"drF\"] * oce[\"dxG\"]\n", - "oce[\"wtrans\"] = oce[\"W\"] * oce[\"rA\"]" - ] - }, - { - "cell_type": "markdown", - "id": "84e4365d-43e4-4bb8-af9b-0049fb8e8fc6", - "metadata": {}, - "source": [ - "### Create the particle object." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "6e8a3eee", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:27:53.098343Z", - "iopub.status.busy": "2023-04-10T21:27:53.097253Z", - "iopub.status.idle": "2023-04-10T21:29:27.714509Z", - "shell.execute_reply": "2023-04-10T21:29:27.711569Z", - "shell.execute_reply.started": "2023-04-10T21:27:53.098247Z" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "p = sd.particle(\n", - " x=x,\n", - " y=y,\n", - " z=z,\n", - " t=t,\n", - " data=oce,\n", - " continue_criterion=continue_criterion,\n", - " uname=\"utrans\",\n", - " vname=\"vtrans\",\n", - " wname=\"wtrans\",\n", - " # save_raw = True,\n", - " transport=True,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "ba5bd939-22bd-4792-b4f7-237608407af0", - "metadata": {}, - "source": [ - "### Perform the particle trajectory simulation." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "24892df9", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T21:29:27.731936Z", - "iopub.status.busy": "2023-04-10T21:29:27.729783Z", - "iopub.status.idle": "2023-04-10T22:17:07.866992Z", - "shell.execute_reply": "2023-04-10T22:17:07.814829Z", - "shell.execute_reply.started": "2023-04-10T21:29:27.731841Z" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/idies/workspace/Temporary/Thomas.Haine/scratch/Poseidon_testing/treon_notebook_testing/ci-2023-03-30-15-55-10-lf9/OceInterp/OceInterp/get_masks.py:108: UserWarning: no maskC in the dataset, assuming nothing is masked.\n", - " warnings.warn('no maskC in the dataset, assuming nothing is masked.')\n", - "/home/idies/workspace/Temporary/Thomas.Haine/scratch/Poseidon_testing/treon_notebook_testing/ci-2023-03-30-15-55-10-lf9/OceInterp/OceInterp/get_masks.py:108: UserWarning: no maskC in the dataset, assuming nothing is masked.\n", - " warnings.warn('no maskC in the dataset, assuming nothing is masked.')\n", - "/home/idies/workspace/Temporary/Thomas.Haine/scratch/Poseidon_testing/treon_notebook_testing/ci-2023-03-30-15-55-10-lf9/OceInterp/OceInterp/get_masks.py:108: UserWarning: no maskC in the dataset, assuming nothing is masked.\n", - " warnings.warn('no maskC in the dataset, assuming nothing is masked.')\n", - "/home/idies/workspace/Temporary/Thomas.Haine/scratch/Poseidon_testing/treon_notebook_testing/ci-2023-03-30-15-55-10-lf9/OceInterp/OceInterp/get_masks.py:108: UserWarning: no maskC in the dataset, assuming nothing is masked.\n", - " warnings.warn('no maskC in the dataset, assuming nothing is masked.')\n", - "/home/idies/workspace/Temporary/Thomas.Haine/scratch/Poseidon_testing/treon_notebook_testing/ci-2023-03-30-15-55-10-lf9/OceInterp/OceInterp/get_masks.py:108: UserWarning: no maskC in the dataset, assuming nothing is masked.\n", - " warnings.warn('no maskC in the dataset, assuming nothing is masked.')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "2018-01-02T00:00:00\n", - "0 left " - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/idies/workspace/Temporary/Thomas.Haine/scratch/Poseidon_testing/treon_notebook_testing/ci-2023-03-30-15-55-10-lf9/OceInterp/OceInterp/get_masks.py:108: UserWarning: no maskC in the dataset, assuming nothing is masked.\n", - " warnings.warn('no maskC in the dataset, assuming nothing is masked.')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "2018-01-02T03:00:00\n", - "200 left 95 left 9 left " - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/idies/workspace/Temporary/Thomas.Haine/scratch/Poseidon_testing/treon_notebook_testing/ci-2023-03-30-15-55-10-lf9/OceInterp/OceInterp/get_masks.py:108: UserWarning: no maskC in the dataset, assuming nothing is masked.\n", - " warnings.warn('no maskC in the dataset, assuming nothing is masked.')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", 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"iopub.execute_input": "2023-04-10T22:17:07.980112Z", - "iopub.status.busy": "2023-04-10T22:17:07.975500Z", - "iopub.status.idle": "2023-04-10T22:17:08.122595Z", - "shell.execute_reply": "2023-04-10T22:17:08.119507Z", - "shell.execute_reply.started": "2023-04-10T22:17:07.979992Z" - } - }, - "outputs": [], - "source": [ - "lons = np.array([pt.lon for pt in raw])\n", - "lats = np.array([pt.lat for pt in raw])" - ] - }, - { - "cell_type": "markdown", - "id": "0bf9648a-8c12-4d5e-9681-e0b6c2f1aa0c", - "metadata": {}, - "source": [ - "### Plot results." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "edf6c022", - "metadata": { - "execution": { - "iopub.execute_input": "2023-04-10T22:17:08.127161Z", - "iopub.status.busy": "2023-04-10T22:17:08.126535Z", - "iopub.status.idle": "2023-04-10T22:17:11.596938Z", - "shell.execute_reply": "2023-04-10T22:17:11.593057Z", - "shell.execute_reply.started": "2023-04-10T22:17:08.127103Z" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(65.0, 72.0)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.pcolormesh(od._ds[\"XC\"], od._ds[\"YC\"], np.log10(od._ds[\"Depth\"] + 10), cmap=\"Blues\")\n", - "plt.plot(x, y, \"r\")\n", - "plt.plot(lons, lats, \"gold\", lw=0.5)\n", - "plt.xlim([-35, -10])\n", - "plt.ylim([65, 72])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "bb8e448c", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/_toc.yml b/docs/_toc.yml index dc34cbbf..56c3d795 100644 --- a/docs/_toc.yml +++ b/docs/_toc.yml @@ -23,4 +23,4 @@ parts: chapters: - file: Global_ECCO - file: AVISO - - file: IGP + - file: sciserver_notebooks/IGP diff --git a/docs/sciserver_notebooks/IGP.md b/docs/sciserver_notebooks/IGP.md new file mode 100644 index 00000000..3d9128dd --- /dev/null +++ b/docs/sciserver_notebooks/IGP.md @@ -0,0 +1,151 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.13 + jupytext_version: 1.14.5 +kernelspec: + display_name: Python 3 (ipykernel) + language: python + name: python3 +--- + +# Lagrangian particle demonstration in a regional MITgcm configuration without faces and with open boundaries. + +### Wenrui Jiang, Tom Haine Feb '23 +> :warning: the notebook was last ran on 2023-05-22. You can find the executable version at https://github.com/MaceKuailv/seaduck_sciserver_notebook/blob/master/IGP.ipynb. +```{code-cell} ipython3 +import matplotlib.pyplot as plt +import numpy as np +import oceanspy as ospy + +import seaduck as sd +``` + +### The regional MITgcm run is the IGPwinter simulation, available on SciServer. The simulation is opened using the OceanSpy package. + +### See: https://oceanspy.readthedocs.io/en/latest/datasets.html#igpwinter and https://dev-poseidon-ocean.pantheonsite.io/products/datasets/. + +```{code-cell} ipython3 +od = ospy.open_oceandataset.from_catalog("IGPwinter") +``` + +### Artificially create an open boundary in depth. + +```{code-cell} ipython3 +ds = od._ds.isel(Z=slice(0, 50), Zl=slice(0, 50)) +``` + +### Initialize OceInterp package. + +```{code-cell} ipython3 +oce = sd.OceData(ds) +``` + +### Initialize the particles: We put the ducks on the East Greenland continental shelf... + +```{code-cell} ipython3 +Nx = 20 +Nz = 10 +x = np.linspace(-22, -20, Nx) +z = np.linspace(0, -200, Nz) +x, z = np.meshgrid(x, z) +x = x.ravel() +z = z.ravel() +y = np.ones_like(x) * 71.0 +``` + +### ...and at the beginning of the simulation... + +```{code-cell} ipython3 +start_time = "2018-01-02" +t = ( + np.array([np.datetime64(start_time) for i in x]) - np.datetime64("1970-01-01") +) / np.timedelta64(1, "s") +``` + +### ...and integrate forward in time for one month. + +```{code-cell} ipython3 +tf = (np.datetime64("2018-02-01") - np.datetime64("1970-01-01")) / np.timedelta64( + 1, "s" +) +``` + +### Here is where the particles start on the map: + +```{code-cell} ipython3 +plt.pcolormesh(od._ds["XC"], od._ds["YC"], np.log10(od._ds["Depth"] + 10), cmap="Blues") +plt.plot(x, y, "r") +plt.colorbar() +plt.show() +``` +![png](IGP_files/IGP_15_1.png) + +### Define a function to control when to continue simulation, or to stop it. The simulation will only continue for particles that return True. + +#### This function filters particles based on their geographic position. + +```{code-cell} ipython3 +def continue_criterion(pt): + x_ = np.logical_and(pt.lon < 0, pt.lon > -43) + y_ = np.logical_and(pt.lat < 77.5, pt.lat > 57.5) + z_ = pt.dep > -750 + return np.logical_and(np.logical_and(x_, y_), z_) +``` + +### Use volume flux (transport) to advect the particles. This is usually better than using the velocity field itself. + +```{code-cell} ipython3 +oce["utrans"] = oce["U"] * oce["drF"] * oce["dyG"] +oce["vtrans"] = oce["V"] * oce["drF"] * oce["dxG"] +oce["wtrans"] = oce["W"] * oce["rA"] +``` + +### Create the particle object. + +```{code-cell} ipython3 +p = sd.particle( + x=x, + y=y, + z=z, + t=t, + data=oce, + continue_criterion=continue_criterion, + uname="utrans", + vname="vtrans", + wname="wtrans", + # save_raw = True, + transport=True, +) +``` + +### Perform the particle trajectory simulation. + +```{code-cell} ipython3 +stops, raw = p.to_list_of_time([t[0], tf]) +``` + +### Retrieve the particle positions from the `seaduck.eulerian.position` objects. + +```{code-cell} ipython3 +lons = np.array([pt.lon for pt in raw]) +lats = np.array([pt.lat for pt in raw]) +``` + +### Plot results. + +```{code-cell} ipython3 +plt.pcolormesh(od._ds["XC"], od._ds["YC"], np.log10(od._ds["Depth"] + 10), cmap="Blues") +plt.plot(x, y, "r") +plt.plot(lons, lats, "gold", lw=0.5) +plt.xlim([-35, -10]) +plt.ylim([65, 72]) +plt.show() +``` +![png](IGP_files/IGP_27_1.png) + +```{code-cell} ipython3 + +``` diff --git a/docs/sciserver_notebooks/IGP_files/IGP_15_1.png b/docs/sciserver_notebooks/IGP_files/IGP_15_1.png new file mode 100644 index 0000000000000000000000000000000000000000..a619b44b583b115c10ae01d51b6ccf292bb306f8 GIT binary patch literal 135380 zcmYg%WmFqsw{>uL3ogao3B{e_?j9&s+^x6=EAARxTU>*M7K)Yvr8vb((Ndu3m%i`4 zcYQxHS!PD& zl}vo~Jzo0;*m^qvG;Mu7-+1`GakgXdckuRc_HY;C72y@+W^nTL_4Ikk$LIEcU*Prd zcI4v}rB^~Mg5{}d>H`1}*#3JV)ymX31CRiKSBi25fknR_o!fbggXpkjd}iv+Tu-c2 z!s1bhb7ZSChCA(*Ari0=Mu<(T$1ioCPZ2+aD77FYY+K!obc5+*Pq-_n64s=Vn(hqv zaM4ai;F~wh`9=(kN44T7(jjMG4Tbv7CL|6TO*@uW9nXAHQ+;&?z`xpz^+g&? zUB8C@3@W_|%I{dJNapQ5{Lf)WI7((iVor&|(sv$lD7v3VO8URg+AC2=|9jqde%x6F zgZ+PgRFV886<_B+Klpd3p`|VR?`nu8wIp83{#)t4%lZ38{NJ@eC#rO3v><(3$Z%zv zbkf(ahWv24v-P9@{tqmgB{PWf3k&~m4qFdxJzcy>$cBc+8Ex;m6^1rtUVx>HE;Lct 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