2.1. vcmq
– VACUMM Quick¶
Use this module to quickly important useful content from VACUMM and other packages:
>>> from vcmq import *
Here is the content to show what is imported from where.
"""Module for quickly loading VACUMM content"""
# System
import os
import sys
import shutil
import re
import glob
import gc
import warnings
from collections import OrderedDict
import argparse
from traceback import format_exc
# Numeric
import numpy
npy = N = np = numpy
testing = N.testing
assert_allclose = testing.assert_allclose
assert_raises = testing.assert_raises
# CDAT
import MV2
import cdms2
import cdtime
import cdutil
from cdutil import averager
from genutil import minmax
# Matplotlib
import matplotlib.pyplot as plt
import pylab as P
mp = P
from matplotlib import use, rc, rcdefaults, rcParams
from matplotlib.dates import DayLocator, HourLocator, WeekdayLocator, MinuteLocator, \
YearLocator, MonthLocator, DateFormatter, SecondLocator
from matplotlib.ticker import AutoLocator, MaxNLocator, FixedLocator, IndexLocator, \
LinearLocator, LogLocator, MultipleLocator, AutoMinorLocator
# VACUMM
from vacumm import (VACUMMError, VACUMMWarning, help as vchelp, vacumm_warning,
vacumm_warn, vcwarn)
# - config
from vacumm.config import (
edit_user_conf_file, print_config, get_config_value, data_sample
)
# - misc
from vacumm.misc.misc import (
lonlab, latlab, deplab, kwfilter, broadcast, ArgList, closeto, dict_merge,
dict_check_defaults, cp_atts, dict_filter, cp_props, numod, set_atts, get_atts,
set_lang, geodir, auto_scale, MV2_concatenate, MV2_axisConcatenate, phaselab,
zoombox, squeeze_variable, set_lang_fr, scalebox, checkdir, create_selector,
numod, deg2str, deg_from_dec, dict_filter_out, dict_copy_items, geo_scale,
grow_depth, grow_lat, grow_variables, history, intersect, is_iterable,
isempty, isnumber, lunique, main_geodir, selector2str, rm_html_tags,
tunique, split_selector, xls_style, Att, splitidx, CaseChecker, check_case,
indices2slices, filter_level_selector, filter_selector, match_atts,
match_string, ArgTuple, dicttree_get, dicttree_set, minbox,
bound_ops, squarebox, scan_format_string, bivariate_normal)
from vacumm.misc.axes import (
create_lon, create_lat, create_time, create_depth,
create_dep, islon, islat, isdep, isaxis, istime, create_axis,
check_axes, check_id, check_order, get_axis_type, get_checker,
guess_timeid, is_geo_axis, is_geo_axis_type, merge_orders,
order_match, set_order,
)
from vacumm.misc.atime import (
comptime, strftime, strptime, Intervals, IterDates, now, Gaps, DateSorter,
time_split, time_split_nmax, to_utc, tz_to_tz, utc_to_paris, paris_to_utc,
lindates, ch_units, add_margin, round_date, midnight_date, midnight_interval,
mpl, tic, toc, pat2freq, pat2glob, has_time_pattern,
is_interval, is_time, is_axistime, is_cdtime, is_datetime, is_in_time_interval,
is_numtime, is_strtime, itv_intersect, itv_union, julday, reltime,
are_valid_units, SpecialDateFormatter, check_range, numtime,
daily, daily_bounds, day_of_the_year, unit_type, toc,
hourly, hourly_bounds, hourly_exact, monthly, tsel2slice,
reduce, yearly, are_same_units, ascii_to_num, detrend, from_utc,
time_selector, selector, filter_time_selector,
plot_dt, strtime, interp_clim, round_interval,
datetime as adatetime, compress as compress,
add,
)
datetime_ = adatetime
add_time = add
is_time_interval = is_interval
tcompress = compress
round_time_interval = round_interval
round_time = round_date
from vacumm.misc.bases import (
psinfo, code_base_name, code_file_name, code_dir_name, describe, Class, Object,
add_logging_proxies, func_name, get_noconflict_metaclass, get_prog_dir,
remove_redundant, skip_redundant, stack_trace, classmaker,
classinstancemethod, isfreezed, prog,
)
from vacumm.misc.io import (
list_forecast_files, netcdf3, netcdf4, ncread_files, ncread_var,
ncread_axis, ncget_var, ncget_axis, ncfind_var, ncfind_axis, NcIterBestEstimate,
ncget_fgrid, grib2nc, grib_get_names, ncfind_obj, ncget_grid, ncget_level,
ncget_lon, ncget_lat, ncget_time, ncget_var, ncmatch_obj, ncread_best_estimate,
XYZ, XYZMerger, Shapes, NcIterBestEstimate, NcIterBestEstimateError,
NcFileObj, ColoredFormatter, TermColors,
Logger as SimpleLogger,
)
from vacumm.misc.filters import (
generic1d, generic2d, shapiro1d, shapiro2d, blackman1d,
bartlett1d, kaiser1d, hanning1d, blackman1d, gaussian1d, gaussian2d,
deriv, deriv2d,
)
from vacumm.misc.remote import InputWorkFiles, OutputWorkFile
from vacumm.misc.log import (Logger, ColoredStreamHandler, LoggerAdapter,
StreamLogWrapper, get_str_level, get_int_level)
from vacumm.misc.config import (ConfigManager, cfgargparse, ConfigException,
ValidationWarning, cfg2rst, cfgoptparse, filter_section, get_secnames,
get_spec, list_options, opt2rst, option2rst, print_short_help,
register_config_validator, get_validator,
get_spec as getspec)
from vacumm.misc.stats import (StatAccum, qtmax, qtmin, qtminmax, ensrank,
corr_proba, StatAccumError)
from vacumm.misc.phys.units import (
convert_units, kt2ms, ms2kt, deg2m, m2deg, ms2bf, dms2deg, deg2dms, mph2ms,
ms2mph, tometric, kel2degc, degc2kel, basic_proj, rad2deg, uuconvert,
vect2dir, vect2mod, vect2moddir, moddir2vectx, moddir2vecty, moddir2vectxy,
strfsize, strpsize, basic_proj,
)
from vacumm.misc.phys.constants import (
EARTH_RADIUS, R, G, GRAVITATIONAL_CONSTANT, M, EARTH_MASS, g, GRAVITY,
)
from vacumm.misc.file import (
mkdirs, mkfdirs, rollover, strfsize, strpsize, walk, xefind, xfind, find, efind,
)
from vacumm.misc.namelist import Namelist
from vacumm.misc.xml import (XmlConfig, XmlConfigDict, XmlConfigList)
# - plot
from vacumm.misc.plot import (
map2, section2, hov2, curve2, bar2, plot2d, stick2, make_movie,
savefigs, add_grid, xhide, yhide, xrotate, yrotate, add_key, taylor, dtaylor, dtarget,
add_shadow, add_glow, add_map_lines, add_map_line, add_map_point, minimap,
add_logo, add_left_label, add_right_label, add_top_label, add_bottom_label,
ellipsis, get_cls, hldays, rotate_xlabels, rotate_ylabels,
scale_xlim, scale_ylim, wedge, set_major_locator, set_minor_locator,
xdate, ydate, get_quiverkey_value, add_lightshading,
add_param_label, add_map_box
)
curve = curve2
map = map2
hov = hov2
stick = stick2
section = section2
bar = bar2
from vacumm.misc.core_plot import (
Plot, Plot1D, Plot2D, ScalarMappable, Stick, Bar, Hov, Curve, Map, Section,
loc2align, loc2tuple, loc2offset, best_loc_map,
)
from vacumm.misc.color import (
plot_cmap, show_cmap, get_cmap, simple_colors, RGB, RGBA,
cmap_srs, Scalar2RGB, darken, whiten, cmaps_mpl,
cmap_gmt, cmaps_registered, cmaps_vacumm, print_cmaps_gmt, plot_cmaps,
anamorph_cmap, discretise_cmap, StepsNorm,
cmap_ajete, cmap_ajets, cmap_bathy, cmap_br, cmap_bwr, cmap_bwre, cmap_custom,
cmap_chla, cmap_currents, cmap_dynamic_cmyk_hymex, cmap_eke, cmap_jet,
cmap_jete, cmap_jets, cmap_land, cmap_linear, cmap_magic, cmap_mg,
cmap_ncview_rainbow, cmap_nice_gfdl, cmap_pe, cmap_previmer, cmap_previmer2,
cmap_rainbow, cmap_rainbow_sst_hymex, cmap_rb, cmap_red_tau_hymex,
cmap_regular_steps, cmap_rnb2_hymex, cmap_rs, cmap_smoothed_regular_steps,
cmap_smoothed_steps, cmap_ss, cmap_ssec, cmap_steps, cmap_topo,
cmap_white_centered_hymex, cmap_wjet, cmap_wjets, cmap_wr, cmap_wre,
to_shadow, to_grey, saturate, desaturate, change_saturation,
change_luminosity, change_value, pastelise,
discretise_cmap as discretize_cmap,
pastelise as pastelize,
bistre, land, ocean, sea,
land as land_color,
ocean as ocean_color,
sea as sea_color,
)
# - grid
from vacumm.misc.grid.misc import (
get_grid, set_grid, create_grid, create_grid2d, resol, monotonic, isdepthup, depth2dz,
meshcells, meshbounds, meshgrid, bounds1d, bounds2d, coord2slice, isregular,
isrect, curv2rect, isgrid, get_xy, create_axes2d, gridsel, varsel, xshift, rotate_grid,
get_closest, get_closest_depth, makedepthup, get_axis, transect_specs,
get_axis_slices, get_distances, dz2depth, meshweights, axis1d_from_bounds,
bounds2mesh, cells2grid, check_xy_shape, curv_grid, create_var2d,
get_geo_area, get_grid_axes, get_resolution, get_zdim, isoslice, mask2ind,
merge_axis_slice, merge_axis_slices, num2axes2d, t2uvgrids, xextend,
xshift, clone_grid, haversine, are_same_grids,
get_tri, get_tri_mask, get_tri_type, create_ugrid,
create_curv_grid, create_aux_axes, issgrid, isugrid, get_grid_type,
get_unstruct_indices, GriddedSelector,
)
from vacumm.misc.grid.regridding import (
regrid1d, regrid2d, interp1d, interp2d, cellave1d, cellave2d, cellerr1d,
cargen, xy2xy, shift1d, shift2d, extend1d, extend2d, regrid_method,
transect, griddata, CDATRegridder, grid2xy, cubic1d,
nearest1d, shiftgrid, extendgrid, fill1d, fill2d, CurvedInterpolator,
)
from vacumm.misc.grid.basemap import (
merc, create_map, get_proj, reset_cache, gshhs_autores, GSHHS_RESLIST,
RSHPERE_WGS84
)
from vacumm.misc.grid.masking import (
erode_coast, polygon_mask, GetLakes, get_coast, polygons, polygon_select, zcompress,
envelop, get_coastal_indices, grid_envelop, create_polygon, clip_shape, proj_shape,
plot_polygon, merge_masks, masked_polygon, mask2d, get_dist_to_coast,
)
from vacumm.misc.grid.kriging import (
OrdinaryCloudKriger, variogram, variogram_fit, variogram_model,
variogram_model_type, variogram_multifit, cloud_split,
KrigingError, VariogramModel, VariogramModelError, SimpleCloudKriger,
VARIOGRAM_MODEL_TYPES, DEFAULT_VARIOGRAM_MODEL_TYPE,
)
# - data
from vacumm.data import setup_dataset, DS, register_dataset
from vacumm.data.cf import (
format_var, format_axis, format_grid, match_var, change_loc, match_obj,
set_loc, get_loc, GENERIC_NAMES, GENERIC_AXIS_NAMES, GENERIC_VAR_NAMES,
AXIS_SPECS, VAR_SPECS, GRID_SPECS, ARAKAWA_SUFFIXES, HIDDEN_CF_ATTS,
match_known_var, match_known_axis, get_cf_cmap, CF_AXIS_SPECS, CF_VAR_SPECS,
register_cf_variable, register_cf_variables_from_cfg,
register_cf_axis, register_cf_axes_from_cfg,
CF_VAR_NAMES, CF_AXIS_NAMES, is_cf_known,
)
from vacumm.data.misc.sigma import NcSigma, sigma2depths, SigmaGeneralized, SigmaStandard
from vacumm.data.misc.arakawa import (
ArakawaGrid, ARAKAWA_LOCATIONS as arakawa_locations,
CGrid, AGrid, ArakawaGridTransfer
)
from vacumm.data.misc.dataset import (
Dataset, OceanDataset, AtmosDataset, GenericDataset)
# - diag
from vacumm.diag.thermdyn import density, mixed_layer_depth
from vacumm.diag.dynamics import (
barotropic_geostrophic_velocity, coriolis_parameter, kinetic_energy
)