We have a 3D (time,lat,lon) cube of water level data and we want to run a tidal analysis function ("solve" from Utide) at each lon,lat grid point (or every other lat,lon grid point). This is embarrassingly parallel, and we could use other python parallel approaches, but can we use Dask Distributed?
%matplotlib inline
import xarray as xr
import matplotlib.pyplot as plt
import gcsfs
from dask.diagnostics import Profiler, ResourceProfiler, CacheProfiler
from dask.diagnostics import visualize
from bokeh.io import output_notebook
output_notebook()
from utide import solve
import numpy as np
import warnings
from dask.distributed import Client, progress
from dask_kubernetes import KubeCluster
cluster = KubeCluster.from_yaml('/home/jovyan/worker-template.yaml')
cluster.scale(20)
cluster
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client = Client(cluster)
client
Client
|
Cluster
|
#fs = gcsfs.GCSFileSystem(project='pangeo-181919', token='browser', access='read_only')
fs = gcsfs.GCSFileSystem(project='pangeo-181919', access='read_only')
gcsmap = gcsfs.mapping.GCSMap('pangeo-data/rsignell/ocean_his_tide_zeta',
gcs=fs, check=False, create=False)
ds = xr.open_zarr(gcsmap, decode_times=False)
ds.info()
xarray.Dataset { dimensions: eta_rho = 324 ; ocean_time = 1441 ; xi_rho = 1542 ; variables: float64 lat_rho(eta_rho, xi_rho) ; lat_rho:field = lat_rho, scalar ; lat_rho:long_name = latitude of RHO-points ; lat_rho:standard_name = latitude ; lat_rho:units = degree_north ; float64 lon_rho(eta_rho, xi_rho) ; lon_rho:field = lon_rho, scalar ; lon_rho:long_name = longitude of RHO-points ; lon_rho:standard_name = longitude ; lon_rho:units = degree_east ; float64 ocean_time(ocean_time) ; ocean_time:calendar = julian ; ocean_time:field = time, scalar, series ; ocean_time:long_name = time since initialization ; ocean_time:units = seconds since 0001-01-01 00:00:00 ; float32 zeta(ocean_time, eta_rho, xi_rho) ; zeta:field = free-surface, scalar, series ; zeta:grid = grid ; zeta:location = face ; zeta:long_name = free-surface ; zeta:time = ocean_time ; zeta:units = meter ; // global attributes: :CPP_options = GSB, ADD_FSOBC, ADD_M2OBC, ANA_BSFLUX, ANA_BTFLUX, ANA_FSOBC, ANA_INITIAL, ANA_M2OBC, ANA_SMFLUX, ANA_SSFLUX, ANA_STFLUX, ASSUMED_SHAPE, DJ_GRADPS, DOUBLE_PRECISION, GLS_MIXING, KANTHA_CLAYSON, MASKING, MIX_S_UV, MPI, NONLINEAR, !NONLIN_EOS, N2S2_HORAVG, POWER_LAW, PROFILE, K_GSCHEME, RAMP_TIDES, !RST_SINGLE, SOLVE3D, SSH_TIDES, TS_C4HADVECTION, TS_C4VADVECTION, TS_FIXED, UV_ADV, UV_COR, UV_U3HADVECTION, UV_C4VADVECTION, UV_LOGDRAG, UV_TIDES, UV_VIS2, VAR_RHO_2D, WET_DRY ; :Conventions = CF-1.4 ; :NCO = 4.7.3 ; :NLM_LBC = EDGE: WEST SOUTH EAST NORTH zeta: Cha Cha Cha Cha ubar: Fla Fla Fla Fla vbar: Fla Fla Fla Fla u: Gra Gra Gra Gra v: Gra Gra Gra Gra temp: Gra Gra Gra Gra salt: Gra Gra Gra Gra tke: Gra Gra Gra Gra ; :ana_file = ROMS/Functionals/ana_btflux.h, ROMS/Functionals/ana_fsobc.h, ROMS/Functionals/ana_initial.h, ROMS/Functionals/ana_m2obc.h, ROMS/Functionals/ana_smflux.h, ROMS/Functionals/ana_stflux.h ; :code_dir = /cxfs/projects/usgs/hazards/cmgp/woodshole/aaretxabaleta/models/COAWST ; :compiler_command = /opt/intel/impi/5.0.1.035/intel64/bin/mpif90 ; :compiler_flags = -heap-arrays -fp-model precise -ip -O3 -xW -free ; :compiler_system = ifort ; :cpu = x86_64 ; :file = ocean_his_gsb_tides_55nb.nc ; :format = netCDF-3 64bit offset file ; :frc_file_01 = ../forcings/tide_forc_GSB_55.nc ; :grd_file = ../grids/GSB_55nb.nc ; :header_dir = /cxfs/projects/usgs/hazards/cmgp/woodshole/aaretxabaleta/projects/GSB_tides_55nb ; :header_file = gsb.h ; :his_file = ocean_his_gsb_tides_55nb.nc ; :history = Mon Mar 12 09:36:34 2018: ncks -O -v ocean_time,zeta,lon_rho,lat_rho ocean_his_gsb_tides_55nb.nc /home/rsignell/ocean_his_zeta.nc ROMS/TOMS, Version 3.7, Monday - February 26, 2018 - 10:23:23 AM ; :os = Linux ; :rst_file = ocean_rst.nc ; :script_file = ; :svn_rev = ; :svn_url = https:://myroms.org/svn/src ; :tiling = 036x010 ; :title = Great south Bay ; :type = ROMS/TOMS history file ; :var_info = varinfo.dat ; }
#client.get_versions(check=True)
dt, n, m = ds['zeta'].shape
print(dt,n,m)
1441 324 1542
ds['zeta']
<xarray.DataArray 'zeta' (ocean_time: 1441, eta_rho: 324, xi_rho: 1542)> dask.array<shape=(1441, 324, 1542), dtype=float32, chunksize=(91, 41, 193)> Coordinates: lat_rho (eta_rho, xi_rho) float64 dask.array<shape=(324, 1542), chunksize=(81, 771)> lon_rho (eta_rho, xi_rho) float64 dask.array<shape=(324, 1542), chunksize=(81, 771)> * ocean_time (ocean_time) float64 0.0 1.8e+03 3.6e+03 5.4e+03 7.2e+03 ... Dimensions without coordinates: eta_rho, xi_rho Attributes: field: free-surface, scalar, series grid: grid location: face long_name: free-surface time: ocean_time units: meter
nsub=2
%time z = ds['zeta'][:,::nsub,::nsub].load().values
CPU times: user 6.11 s, sys: 1.96 s, total: 8.07 s Wall time: 12.5 s
# convert time to days
t = ds['ocean_time'].values/(3600.*24)
# nominal latitude for tide calcs
lat = 40.7
%%time
# analyze tides at single cell as a test
with warnings.catch_warnings():
warnings.simplefilter("ignore")
acoef = solve(t=t, u=z[:,20,20], v=None, lat=lat,
trend=False, nodal=False, Rayleigh_min=0.95, method='ols',
conf_int='linear', verbose=False)
CPU times: user 112 ms, sys: 106 ms, total: 218 ms Wall time: 59.4 ms
# M2 amplitude
acoef['A'][0]
0.6085505128468058
import dask.array as da
from dask import delayed
usolve = delayed(solve)
kk,jj,ii = z.shape
%%time
with warnings.catch_warnings():
warnings.simplefilter("ignore")
coefs = [usolve(t=t, u=z[:,j,i], v=None, lat=lat,
trend=False, nodal=False, verbose=False, Rayleigh_min=0.95, method='ols',
conf_int='linear') for j in range(jj) for i in range(ii)]
CPU times: user 35.3 s, sys: 1.72 s, total: 37 s Wall time: 35 s
coefs
[Delayed('solve-4ea5932b-2a12-489b-92c0-c080c849af53'), Delayed('solve-dd1f0b63-399f-4f56-9a32-710abf690b10'), Delayed('solve-ca386e23-74f7-4f13-a956-ce7dd0a8515c'), Delayed('solve-83e01af2-062c-47ae-9e1e-2ba2d07f2681'), Delayed('solve-93c5311f-aa52-43fd-8af3-4f56221d61de'), Delayed('solve-f111e6bf-1b35-44a9-9d95-eeca5464eb20'), Delayed('solve-4cfa8943-34cd-41b8-90c9-f9ed67315da7'), Delayed('solve-bd922be9-84af-4368-bf0d-ba38c9311001'), Delayed('solve-641b0adc-547c-4015-807d-e72ba81defaf'), Delayed('solve-9b49ee2f-9001-469a-a61e-6399f75f81d0'), Delayed('solve-72691514-94c9-42b6-a7a8-f0d2698206cd'), Delayed('solve-c0cc427e-de5b-426a-a64f-3cd4b08e5239'), Delayed('solve-8f30d940-b031-49df-b68d-738f721c2554'), Delayed('solve-4bd46205-224a-4991-8b22-0f8af7e57e05'), Delayed('solve-3ee78988-b652-4037-a4aa-84220feac621'), Delayed('solve-df796ec9-6309-4937-bb3a-2ebc049cbfcc'), Delayed('solve-498fb0cb-eb60-491c-9d5f-fa35378170b8'), Delayed('solve-69816aa9-5aa7-41e2-af1f-73b3c7fc3a17'), Delayed('solve-b5cdc3b5-c34b-409b-b9a8-88567aa775df'), Delayed('solve-20ffc4c6-8925-4331-9ab6-29b4c38dbda4'), Delayed('solve-09e5c388-c8e9-4c83-8c1e-257b32239c64'), Delayed('solve-993ab9fd-151c-4313-8786-6e3bc985fa65'), Delayed('solve-7cc50d5d-8707-4f72-a56e-dcc6a4ce7308'), Delayed('solve-db36757d-6738-4861-b027-56916f7d6ad7'), Delayed('solve-53349dea-bce2-4a73-a030-eb2ccf798144'), Delayed('solve-227c308d-8498-4d01-9b95-702e021bdb48'), Delayed('solve-be43e8d8-0600-4ae6-bb07-4bef86566854'), Delayed('solve-2471f210-5221-4ec0-bbe7-3c423c618cb8'), Delayed('solve-05cae41d-c465-4854-8551-58ecd2f254da'), Delayed('solve-a6600bbc-898f-4b43-b059-ddacbb323e6b'), Delayed('solve-3c972e80-71ad-4074-bfe9-175d97a5fa71'), Delayed('solve-5bdd0075-6fce-4a77-a6ba-46eac8b6bb2b'), Delayed('solve-34aa37c8-a115-4cb0-b015-4f1a83cab550'), Delayed('solve-9f2335f9-baa3-4a9a-9729-7788b1d0e90c'), Delayed('solve-08f5e1e5-07bc-4af4-a397-44a037eff7ba'), Delayed('solve-699e17fb-be8a-4189-9029-a5acfc9fb8b2'), Delayed('solve-b4625725-fd1f-4579-a60a-5298c7f834ee'), Delayed('solve-2e757d0b-ac36-414b-b3b6-af6c47ef2e21'), Delayed('solve-3a9fb3dc-c2e3-4dac-ae58-7482c93694c2'), Delayed('solve-ae7e18a7-1088-4129-a4fa-253f6d1fd16f'), Delayed('solve-11ce412f-a927-477a-bdb3-d5061a285653'), Delayed('solve-83ef1d5f-5ec4-4c31-9308-fbe911a2f816'), Delayed('solve-bf5286b8-1ee7-44e9-ab3b-f8438e71cfb5'), Delayed('solve-2d81364a-0b3e-4086-8ad5-0ffe7b568003'), Delayed('solve-547b6aef-c39e-46cf-943a-72553c3b0eff'), Delayed('solve-3ae9001b-2c10-4659-a05d-0d466353c869'), Delayed('solve-4b8a4048-3e17-438e-9553-a51a244f8c88'), Delayed('solve-2602a221-336e-46fa-98de-8fd12a1313e0'), Delayed('solve-74e6df1c-b50f-479e-96b1-fba7550904f6'), Delayed('solve-685b7eb7-dc32-423e-89ba-eab2b97221f5'), Delayed('solve-7f010f10-1160-43b4-acb9-5e324f977443'), Delayed('solve-03faa2a1-96f7-417e-b8a7-806c419dbe8c'), Delayed('solve-5a0824a0-e90b-4833-a6d0-d4b252a4171c'), Delayed('solve-796f18e7-476e-47bc-bf12-20362d397db7'), Delayed('solve-a5522ca2-1a68-44d2-8a51-66394f282886'), Delayed('solve-d70d846e-4fe0-4dd7-b1b6-9304dc416966'), Delayed('solve-dc74c296-0e00-414b-aa8f-45944b609344'), Delayed('solve-5c7155d4-c008-426b-91da-bc2e3996f4ef'), Delayed('solve-c6381cb9-b6c3-459d-89bc-78a2aff218fe'), Delayed('solve-4b4462b6-ffa2-4607-83f8-52552d573a37'), Delayed('solve-2cc57768-90bf-472d-8d57-24bcebf64ec1'), Delayed('solve-660a8552-656f-43dc-9ba0-82bb7a8a8eea'), Delayed('solve-ea342df6-6442-4c3c-b9f9-6ba7b1a29a5a'), Delayed('solve-ecf6f0fb-4323-4a5e-8150-511bf40f77e8'), Delayed('solve-2baf0ae2-2edb-46f7-af93-bb756eafe1ed'), Delayed('solve-0b9183da-20b4-4ad8-b27f-a42b5ac3a1df'), Delayed('solve-9a35b441-329a-47d6-b60e-fd0282418798'), Delayed('solve-c75ed9d5-a7ad-4cd0-a006-33a510d8c4bc'), Delayed('solve-6eddf559-2e02-46c2-8a9d-c3add034c450'), Delayed('solve-b9b06b76-1387-48f1-b108-2d248ffe78dd'), Delayed('solve-8c427e6c-7801-4636-afba-78fb0a15f447'), Delayed('solve-7fe07ac0-5091-4f12-b975-82d909588821'), Delayed('solve-d230efbf-effd-4422-aac5-3d8d673c8f0a'), Delayed('solve-1d1c3540-1232-41e1-a460-daa49e3577e5'), Delayed('solve-a3e4b0a5-443c-4c04-a548-ac04ff139181'), Delayed('solve-ca8cf12e-9fff-488a-a3de-53cd15b1279a'), Delayed('solve-b2fc58ff-8c5c-4717-83ad-33305825e21c'), Delayed('solve-b4b50b3c-c65c-45a7-9933-6b7a2a296ae5'), Delayed('solve-aa370cff-42bf-47ee-a32b-bbdf085dd6ff'), Delayed('solve-6c2b02af-e99b-4d27-af4c-4a4c06f72fbb'), Delayed('solve-97f08062-2581-4cc0-9056-590363db0402'), Delayed('solve-d6738be7-a125-4674-a4d2-9642ddd7026a'), Delayed('solve-cf30f0a8-30c2-4645-81a7-c498ed3d91f3'), Delayed('solve-86cd3882-ab88-414b-a667-2faf69f5a8e5'), Delayed('solve-c3d576bd-ec15-40aa-b81f-ee480efbe579'), Delayed('solve-afe38aa5-c504-4deb-9932-2e68fd35b13b'), Delayed('solve-03214d94-c0f5-40d5-8f55-649f64b14a92'), Delayed('solve-3c413d7d-f4f8-4e37-84d9-594e18fb4854'), Delayed('solve-c3639d7d-ab16-47e0-8fd1-8a335e399445'), Delayed('solve-96cbdb42-41b6-4ee8-b380-5b8c9c7bf939'), Delayed('solve-89e5c3bc-1d47-4be8-9750-5df92337c427'), Delayed('solve-541cae1d-ab93-4d62-b00b-d04acebe69dc'), Delayed('solve-4d427b3f-66dd-4474-8696-d265115ffba0'), Delayed('solve-4c3f2b9a-2b78-40ef-8857-196f03f5546b'), Delayed('solve-71ee364b-166c-4b74-8bdf-45559e7a88cf'), Delayed('solve-00495740-d5a1-4348-a603-dcc56a60a9d3'), Delayed('solve-a43896b1-6aa7-47b1-8112-ac32e7cfcd5d'), Delayed('solve-7b2ae522-f51d-4e6d-9b55-859811cbc88c'), Delayed('solve-083f4394-a2f9-42aa-94f2-d135fe4cb812'), Delayed('solve-721d5fab-ba46-44a7-b12e-5b26f41f8761'), Delayed('solve-d81cb834-5163-4eb5-a6cc-c0bf9ec7608f'), Delayed('solve-69c59936-109a-4bfe-aeca-5db765d4219b'), Delayed('solve-78030176-f339-4d88-8c8a-754ecdfc5575'), Delayed('solve-423e1c13-5bb1-4969-bb9f-b0223732e58b'), Delayed('solve-8f10ce9c-e150-4de7-b8b8-09fb6b613ea0'), Delayed('solve-a1d4189c-082b-494f-ad3d-5b019f5a4648'), Delayed('solve-cd4f02e3-62a9-48ba-85fc-019f08920719'), Delayed('solve-a5f3d6bb-f50f-4a4c-8d81-db4439955750'), Delayed('solve-470a6177-66bc-428c-85bb-8403162ac737'), Delayed('solve-e6ce199a-57e8-40ef-9a6a-c636113f831e'), Delayed('solve-41aaf6a2-3bb5-411d-bde6-a3aa2bb4b87a'), Delayed('solve-8b1c6902-6d42-461d-878b-d9ed40a6618b'), Delayed('solve-261e8fff-efbe-433c-bc4e-05f85ba3efe3'), Delayed('solve-2394ddf3-8ffc-4693-a0c2-1be8a56297ef'), Delayed('solve-49424682-685e-4c08-bca0-45161c1bfb05'), Delayed('solve-5f1e6286-179a-4197-840d-3dc13d3854c2'), Delayed('solve-6856f2be-5848-441e-be34-ac86f3eb162e'), Delayed('solve-2c8a1c0e-aab2-4a9b-a9db-0c5a71865c67'), Delayed('solve-48b92309-dc04-4386-9270-6acef452e576'), Delayed('solve-13293fb6-f8d7-42fd-8a54-ed8a1228b78c'), Delayed('solve-1f45ffab-0e6c-47ba-9cfd-7fc77b19b00d'), Delayed('solve-30db48a5-8e24-4f41-a122-4c978527165d'), Delayed('solve-f34b2a2a-ee81-4fcb-ae65-cab6e3062b98'), Delayed('solve-2300f359-0f85-4b89-ad6f-9061ccc0341d'), Delayed('solve-5015e845-716f-4331-930b-104dbc293ab8'), Delayed('solve-2b2f27b5-78d7-480e-93fa-c05a2bdd4b99'), Delayed('solve-fce25c9d-fdff-4f35-b5a3-bbea7a583cbc'), Delayed('solve-cc362550-e2d9-457d-9d66-c6c3f892ac5e'), Delayed('solve-4ea3910b-35d3-43b1-931b-914e9314fb85'), Delayed('solve-b3e7d14b-537b-420e-bce9-8a9d2a1d6885'), Delayed('solve-8fd78a40-d389-44c0-9144-879cbaf37d0a'), Delayed('solve-c68a88c1-9051-4fb3-bc0e-3c8b5e2dbadb'), Delayed('solve-ef69f92c-7306-4bc7-b6cc-6ed1dedaf588'), Delayed('solve-cd43f45d-925c-47be-9137-7c52a2a4b5a2'), Delayed('solve-22c498d8-5897-4734-9d3d-6913782f50bc'), Delayed('solve-dcec9f7c-2b1b-41d9-a9dc-a681ca1178d1'), Delayed('solve-a2a5aff2-6e8d-4f5e-891c-3ae0b3acb16b'), Delayed('solve-05fc01f0-9d84-469d-883c-f5e8218b3d49'), Delayed('solve-25aed4ca-ae1b-467f-a399-052c90fbab42'), Delayed('solve-38579edf-a393-4abc-a8ab-a329880d007c'), Delayed('solve-df50638b-91f0-41ba-97f7-caf9e1f853b1'), Delayed('solve-60a3ac06-270c-4065-8143-acaf05e3546b'), Delayed('solve-13bfe8fb-e9d4-4e58-b91e-cc31d375d246'), Delayed('solve-74864289-d75c-43e4-82e2-f50ea17393e1'), Delayed('solve-7141afd0-4504-4568-af18-40a181e2c3fa'), Delayed('solve-8d48c6aa-a1d6-4085-8231-ec7cba1e78f9'), Delayed('solve-e1bf5a0b-42b9-425d-8747-270f634cd9ff'), Delayed('solve-8bc04bc7-38db-4967-b718-d032218ab9a6'), Delayed('solve-0d0ab088-3b5f-40d5-b496-ffef1e2da570'), Delayed('solve-912a4ccf-a49a-4338-a9a4-72a1dcf9ed6a'), Delayed('solve-d9d1f32e-3db5-4b77-969e-26ed4edec07a'), Delayed('solve-bcc3b518-e543-4e00-b2b0-32c170625b94'), Delayed('solve-60ef2ee3-6cd0-4531-a7d4-ea8a98fc373e'), Delayed('solve-c372d70d-881d-4512-b51d-1890c4ff6948'), Delayed('solve-9e4e5a43-d675-42b6-b606-73cad8b73f63'), Delayed('solve-66427a4e-718e-478b-b925-e05b9a69c5d5'), Delayed('solve-cd29d939-387f-4dc4-9ede-e6d7b8bc74d7'), Delayed('solve-c7ac0c27-731f-4e18-b11b-060bde28a507'), Delayed('solve-5564f5fd-d41c-4807-b17e-008f6bda2922'), Delayed('solve-e1577b0f-bd34-4367-a87a-bdb2db2773be'), Delayed('solve-6a365fce-8724-46d9-ac4e-fd40687783b6'), Delayed('solve-36b35185-c778-4424-a5d4-bf6c8a83689b'), Delayed('solve-abc104f3-7c44-413c-8064-780621083bc7'), Delayed('solve-97ec4fc3-ea50-40f3-aec5-b6aa0b116e93'), Delayed('solve-17348b2e-66c6-4476-91da-d3c5f1dc155b'), Delayed('solve-756c5da4-a52f-4b0b-8c45-27870d2190a5'), Delayed('solve-f23f0aa2-0a55-4ed7-922b-988b8de037ce'), Delayed('solve-518bbb99-7d5b-4714-98d7-f84a9ceed898'), Delayed('solve-e1d797ac-ae4e-47da-943d-531e25fa2575'), Delayed('solve-718246fa-7d09-41ab-8511-41919320e32f'), Delayed('solve-cd82f0aa-e1ac-4789-bbef-3ccf6313639b'), Delayed('solve-c390fa2b-7e7b-40a5-922f-81101f02b6b0'), Delayed('solve-30073978-86d3-45dc-ae46-08ce636118c1'), Delayed('solve-97999d9d-b086-4b0f-8113-d34b08c72923'), Delayed('solve-24112a66-feba-4b08-b2ee-004e947f20d6'), Delayed('solve-f5c89c4b-6445-4e4a-8351-e3e5d8bce170'), Delayed('solve-7e493ab5-7a0b-4a5f-b34e-cfd870788e79'), Delayed('solve-07750955-0bbc-4070-9bfc-1258635e65ba'), Delayed('solve-5299b1ef-9c30-49f2-bc98-f1e7bc5cf7aa'), Delayed('solve-55c137c8-01e6-4dec-bac4-ee45db5cfaaa'), Delayed('solve-7650f7f9-386b-4610-89bb-4086f25dddfb'), Delayed('solve-058bbca2-c33a-4afa-8ef2-14c0318351fb'), Delayed('solve-5af3c900-697e-4c8c-b302-ebdb58a9b73e'), Delayed('solve-e5b53bc2-2f39-4673-bf00-c4df539cda68'), Delayed('solve-b1c08ad0-2225-4cb8-abae-585fb5662be2'), Delayed('solve-ff3fabad-350a-4f67-a30c-8057bdd2060e'), Delayed('solve-66c4e34d-9b81-40f7-87a5-1d3d85561073'), Delayed('solve-36f97a01-41fc-4ee7-b6ff-60661be39371'), Delayed('solve-95191d7c-be14-4718-860a-515511c3dd18'), Delayed('solve-83bfa311-065c-480f-b233-1d983ac8a498'), Delayed('solve-be7e671c-b3ca-4e94-9284-1bfb1c1aea46'), Delayed('solve-92636df5-9770-41ac-8559-be5c609782b6'), Delayed('solve-d673a8e7-0e78-45b3-be0f-6df0b987513c'), Delayed('solve-13e10c8e-991c-4cc7-b9d7-53efbebc6a85'), Delayed('solve-e0562851-8a6f-449c-a1fd-31113688324d'), Delayed('solve-ac7d517e-c8de-4f78-ba51-7dd6f0df0d9f'), Delayed('solve-15ff0f50-61bb-4d95-93eb-ae881d87c7a7'), Delayed('solve-a515cd4a-a472-4dc8-b68a-598bb76f6483'), Delayed('solve-baf32f0b-ba8d-4819-bae3-89e9800a5016'), Delayed('solve-6546032d-31cc-4c40-b7c9-20d27f5ebb67'), Delayed('solve-320f7a22-8b68-49d8-873c-89ebd6b5c3e7'), Delayed('solve-b4acea2c-e2cf-4d7b-b149-c7b3ad71b2aa'), Delayed('solve-5308d288-fce5-41a8-a4ca-9cf73d23a878'), Delayed('solve-edc6b3a0-d1fe-44fa-b2f5-9aa641bf2aef'), Delayed('solve-507a160d-847a-4c8a-a62f-4b997d2d7449'), Delayed('solve-833cfb60-8173-4396-bf9f-2075a32b38a3'), Delayed('solve-f64ffaf4-6ad8-4738-8bbf-cd0f41579563'), Delayed('solve-c1509434-1fb2-4863-af79-21985039284c'), Delayed('solve-d2ec9ade-6923-415b-a9fa-76601bc50890'), Delayed('solve-61a5ecd5-ac25-45b9-9758-e243a960f446'), Delayed('solve-61313828-657f-4cda-904d-53bbc95cf90d'), Delayed('solve-5d44ddb7-e31e-477e-881e-180d36c5e92a'), Delayed('solve-54c3aae5-1af2-4edd-a0c9-1b7a14acfb0d'), Delayed('solve-f7fdec88-fe5c-4ca6-a643-15a9c0e3f8f1'), Delayed('solve-7190b28c-494f-415c-96ff-638cd8a673ea'), Delayed('solve-2f8481cd-2b18-4c75-92ae-27a9ac616e4f'), Delayed('solve-4b14bf80-0745-4a9d-b401-7d90de6dc41d'), Delayed('solve-afbbb4da-8a65-401a-954a-605c1c24bc3a'), Delayed('solve-c9bed13f-a68b-4f8b-b722-86cad3336c12'), Delayed('solve-a849b1fc-362f-4d48-856c-04bb2cafcf3d'), Delayed('solve-67705d67-899a-41d8-8b61-a85e89611127'), Delayed('solve-3c70a21d-f5ac-4340-82e8-31a823905f7c'), Delayed('solve-a70c77be-a96b-4a1a-b2c4-5b3b52efa000'), Delayed('solve-599e2bae-eba6-46d3-b6b8-813df39322ec'), Delayed('solve-a8a34488-d8f7-4358-b75c-d2a84ad3538f'), Delayed('solve-fdcc23c9-a7b4-4735-8a7e-54919033fcae'), Delayed('solve-1d4eb462-71d7-4026-89a4-3c97c8e3c1c0'), Delayed('solve-93ab7898-2fe6-48a5-9e25-74752dfdec63'), Delayed('solve-2b0756bf-7bae-4168-809d-d24131e1e0c6'), Delayed('solve-5ea299af-4ac7-4652-9165-fb673a4798fc'), Delayed('solve-a8559bc4-cc43-49f5-8b64-ea65dc9733c6'), Delayed('solve-7deb318e-447e-4856-815a-ec252cc1de90'), Delayed('solve-ca728b04-f00c-4da4-8b0a-f48ff6fb314b'), Delayed('solve-366e3a64-2d74-4281-8ac2-083e55a0cccc'), Delayed('solve-b83ed1fd-14f1-431f-8f8c-09e393298b26'), Delayed('solve-8096fd38-75b5-4353-9510-12675d963b75'), Delayed('solve-8b21fb0e-30ed-45af-b6ed-72c9fbc579b0'), Delayed('solve-847147b0-d891-4d10-a857-e02b852beb0e'), Delayed('solve-7e9f6883-90bc-4f6e-8475-ad7e4ef42519'), Delayed('solve-43e93723-0815-4eb7-b7dd-b9d54ab93e6b'), Delayed('solve-251b2134-3d13-4210-9934-2c5620bcfcb6'), Delayed('solve-13f21740-0101-4e5e-a82d-179af8a29fe6'), Delayed('solve-57d9b31c-d329-41e3-ae9b-6fa8dfbbb49a'), Delayed('solve-e6d49d2b-7c86-42d5-97ce-7af642189cb4'), Delayed('solve-44f7cd69-8028-45fb-82a2-94cc1dcfc9a0'), Delayed('solve-cff15c81-d0e3-47ac-a05e-683b173e7e78'), Delayed('solve-76c8e699-a320-4f7b-813f-92dc6eb1c885'), Delayed('solve-ea610225-3195-4f4e-9b7b-fb755a610648'), Delayed('solve-8364f30d-d238-4cd4-a441-5271544a708d'), Delayed('solve-41b95e44-f220-4176-9195-6a3f05fee442'), Delayed('solve-255ea4e5-7f6f-4402-be74-dd85322d5c61'), Delayed('solve-bbd014f5-4fbe-4d96-9776-894377816852'), Delayed('solve-4cb628df-7812-4fb2-9c02-204ba3589e74'), Delayed('solve-92dad993-c87e-4fc6-8378-aaae030ebb79'), Delayed('solve-c7aa8ce3-877c-4045-befd-e3ee6f81a215'), Delayed('solve-5f3597da-79b7-46f7-bd19-6eef1e21c60f'), Delayed('solve-2e4180d2-1f2e-4a2f-a722-bf3287d4a2ed'), Delayed('solve-ca85a789-3ccb-495e-b5c8-0c0c6e19627a'), Delayed('solve-d01b5290-c3e4-42ab-81df-116607f8b19d'), Delayed('solve-9373de19-c760-41f0-8c0c-2789386ee3ca'), Delayed('solve-68db6a38-64c7-41a3-b9ae-4fd0881b8b8b'), Delayed('solve-15a2848a-bac2-4444-8e38-2b706752e306'), Delayed('solve-dcc2aafd-fdf9-4bbb-9aaf-700b2ec12af9'), Delayed('solve-154b1875-4b73-4898-804c-f700e5a455dc'), Delayed('solve-9c045f54-a8ca-41c5-8567-6654aad16dd8'), Delayed('solve-7e5eee5c-f3a7-460e-9b91-3e7421e6af24'), Delayed('solve-34c3da6e-f001-4f47-b962-d09491cd26d8'), Delayed('solve-eced02b5-d9e7-4e76-a485-4ba68dca62e3'), Delayed('solve-f4d5ecf4-957b-4ae1-ade4-55c47ffebf6d'), Delayed('solve-9a4cb183-b122-4f60-a439-11c9b2be01d7'), Delayed('solve-4568367c-db4d-4ac3-97e3-c206046ffbed'), Delayed('solve-9326449f-a4ac-4bc0-bd3c-9ad0795c8c23'), Delayed('solve-ce356d8c-97b4-400e-8e19-322e56f782bf'), Delayed('solve-740e09a6-f7f9-4bf1-b11f-a896aaf75aba'), Delayed('solve-bd14f1d7-38f5-4430-89b1-2e045e0764df'), Delayed('solve-66b5071e-6426-42b0-bff1-951b42aa248a'), Delayed('solve-2a873730-2bca-435b-9661-8809825b76a9'), Delayed('solve-aed772b2-962c-4d79-8344-71964cefea48'), Delayed('solve-9f075496-3152-4c4c-a076-c812f650ba10'), Delayed('solve-7b214f21-b504-49ef-84d6-30b2081ba90c'), Delayed('solve-5f82e402-d802-4341-ace8-02d196b82c9c'), Delayed('solve-05db7aa6-4601-43c0-a143-be6c055f8f11'), Delayed('solve-6493bf1a-74a2-45e2-8662-9675ba53d1d8'), Delayed('solve-d2bc5708-8183-44c2-8823-d98340840cbe'), Delayed('solve-d25ec804-9bec-4bd7-a155-b2b8ec63f22f'), Delayed('solve-70a07dc8-1542-46ae-b12a-b918b97b3b5f'), Delayed('solve-43f27bc1-9ce8-40c3-a69c-484d82dcd3f2'), Delayed('solve-a0d7be90-56de-4f6e-b2be-8df0aa3e9e1a'), Delayed('solve-0d59d1a7-50a4-41b1-afb8-5b9eec4a36c6'), Delayed('solve-9744e6b2-34c9-4fb6-8d78-60042d71bbce'), Delayed('solve-08417e56-c1df-4a5e-8487-814a04a5eeed'), Delayed('solve-32282bea-a003-4b91-8e32-c290d93fecc8'), Delayed('solve-f005091e-007b-4aa3-af75-366671f46f50'), Delayed('solve-2c7df3ec-d08e-46b3-9811-0963a13e5c9e'), Delayed('solve-fc88b0b4-514c-4b18-b73a-e7488454f4fd'), Delayed('solve-c81d0882-138b-48a2-8095-095969af1068'), Delayed('solve-50254f57-c2e3-4427-b3bc-2eb8274cdfd1'), Delayed('solve-3165d389-8ad7-4662-97df-fc9ab13c70a9'), Delayed('solve-46d7e34a-2e71-4d83-8f50-cf2d7217e37d'), Delayed('solve-aab9fa35-6597-4fd5-8193-18857fa1d425'), Delayed('solve-2a633cf9-52b3-497e-8243-be7c444a2721'), Delayed('solve-5789f8c1-91f5-4685-a94b-89589d3ee7b8'), Delayed('solve-499a86c1-48d8-4273-be77-bb0d1ef78ac8'), Delayed('solve-bee176e2-bbf0-4538-b15d-0aeb880e7097'), Delayed('solve-7af0e0d9-1b32-4103-a91b-79882dae7c31'), Delayed('solve-8b9bdd2f-f3f3-463b-95c4-17c631df4adb'), Delayed('solve-3b3dcf2e-5365-4377-9bfd-1247e22bbe7f'), Delayed('solve-fa9004e1-9407-41d5-8dc9-951f2da79ab7'), Delayed('solve-4862131f-6b27-4a97-9197-e0732c895b8c'), Delayed('solve-c093b0ef-8eb9-411e-9da7-7ad0468a2d7d'), Delayed('solve-c156cade-cde4-457f-8000-57816fdf3e3e'), Delayed('solve-5cb56441-ed0a-4f8c-9a63-5f96fe5248b6'), Delayed('solve-d4508d8b-43fc-4473-8814-b42ea403e66c'), Delayed('solve-fd7d5ee3-f3ad-4cbb-9a40-f7f9a4f8eaf0'), Delayed('solve-1c94c7ce-5841-4e0a-945a-182c14035ab9'), Delayed('solve-5388bd4b-7fff-4d07-a075-ab27f2b80e17'), Delayed('solve-d25e7a16-763a-4d5f-8d29-1df7d071632b'), Delayed('solve-3c36f1c3-4dd4-4625-a7e7-a1bb629399a6'), Delayed('solve-302d63cd-408c-40e1-a904-4ba51624e70b'), Delayed('solve-55c4bce4-afd9-4d2c-bdba-c7d1bc6d47e5'), Delayed('solve-99ea3385-abec-432d-a902-c0489920a529'), Delayed('solve-91e91a87-4410-4d31-a7b5-cd8e1febce83'), Delayed('solve-775693ba-e412-41a1-84a5-2c902cd84527'), Delayed('solve-c7a7affe-7229-4c32-9aa5-6c23cd6cd5e6'), Delayed('solve-4506d0e6-653e-4a72-ad26-058c76071a33'), Delayed('solve-83eaea08-07d5-4e98-8d44-1b6622aa53d3'), Delayed('solve-e27e6aed-ef24-4425-a846-d1d359e3fda1'), Delayed('solve-e5842b91-a85c-4138-bde9-5e4c772ac723'), Delayed('solve-526850ce-6e44-490a-9f88-8ec7e7747c13'), Delayed('solve-f9319262-9477-4fd1-819d-cf3dbcc2ed14'), Delayed('solve-e628dc4d-9d2d-4e87-a40c-19ec2f83f773'), Delayed('solve-efdb8eee-e4cb-445a-9ab0-d3938b9aba8b'), Delayed('solve-1118d190-ccce-4f0a-9f6d-9c3a332046fc'), Delayed('solve-919e242b-3ecd-4da8-ad93-53b578292562'), Delayed('solve-e4d59054-752f-46bc-a07a-e07477ce089b'), Delayed('solve-7262aa9a-9151-47f9-85eb-87ac0398be63'), Delayed('solve-731e9534-ae7a-439f-a548-4ce2397da1ce'), Delayed('solve-dcab1134-2efb-40da-9f50-bc199a0510cd'), Delayed('solve-ee9e706b-888a-4f32-92f1-cde9ccb25d3c'), Delayed('solve-6d8eea96-61a3-4d2d-9d9d-8ab0141eaa1e'), Delayed('solve-7915b055-db40-47d3-ac25-7d88d93834ac'), Delayed('solve-db67b15f-aa9a-4543-b029-8e61ae9857ac'), Delayed('solve-efe73002-6dad-4be4-9fa2-aa83f2e596c1'), Delayed('solve-02dd0bf5-46f4-4cd1-b01f-d9e328539d0a'), Delayed('solve-5a8cca08-9dd5-41ce-8cd3-08dfba79eb52'), Delayed('solve-94eec8c9-9019-4e1f-b5a9-66ac50eff9e0'), Delayed('solve-cdea3cf0-dc2b-4072-a066-196eef2ba177'), Delayed('solve-204b8730-a38d-407d-a74b-4be2d5353af4'), Delayed('solve-6d1204bd-b36e-4d13-948f-0855dc431345'), Delayed('solve-936612e9-8997-4c3f-bb0f-e3b120f1b838'), Delayed('solve-2fb42be5-ca41-43e4-934f-db8b00482b58'), Delayed('solve-aae44fa5-15d5-4bf4-a432-6c70a483cb03'), Delayed('solve-14136750-895b-41cf-8e0e-7aef2333f4e7'), Delayed('solve-59b38447-e471-4395-ba89-1d9115aaef3f'), Delayed('solve-87d9b3b6-10e9-4e78-9ad7-e1253a2a0a64'), Delayed('solve-87a60b56-8e9c-4acc-9cf0-d917ae124028'), Delayed('solve-7f02ad40-0032-486c-8c4f-5b23665478f3'), Delayed('solve-8d0f337a-11f7-4429-ad3e-f816ae20250e'), Delayed('solve-0425125f-905c-4f85-8199-240c95812e9f'), Delayed('solve-f4f5c86d-4fd1-4e39-9c84-dc4dac354124'), Delayed('solve-50415107-7786-4d6c-9a9d-5837b92d810c'), Delayed('solve-7e58a548-102b-4271-b4e1-552c49ada4e1'), Delayed('solve-0c130636-3e76-470d-a520-4e1c5da6e795'), Delayed('solve-f64ac7fc-3a66-4fd5-8c35-84811025b011'), Delayed('solve-1286d369-a9e9-46b4-ac7a-a0b83bd555ee'), Delayed('solve-311e9e29-8d30-4644-abab-23f7d6688d1e'), Delayed('solve-3c16153c-2023-446a-805b-59350064ada9'), Delayed('solve-74b8910d-9a7b-4bdb-aae2-33e3dd317c3f'), Delayed('solve-21d6b478-6d78-417a-a6eb-56566d22872e'), Delayed('solve-63c67716-a224-4948-8097-7a384daa9286'), Delayed('solve-9d05de19-7c83-4142-91a1-6c24d95cafd5'), Delayed('solve-d3df1270-312e-4944-be02-44bfc78bb6ba'), Delayed('solve-53ab2190-27ba-40af-ae9b-c5e02b6ca9b4'), Delayed('solve-88de43a2-a225-48e7-862c-7151aa4968b1'), Delayed('solve-70b5ae38-a5b9-442a-b8a6-cef08201b4d3'), Delayed('solve-8ff8cdfe-99aa-43ac-afbf-677a8a2b0043'), Delayed('solve-96053f8c-e4fc-4cbd-9183-38047312c500'), Delayed('solve-664f079a-7ba5-4a44-a549-0b8133ce3ec0'), Delayed('solve-89e15f86-2bbe-4191-8024-bd27e1e81c98'), Delayed('solve-2eb5b3b7-9fb0-41b1-b324-edd448528d67'), Delayed('solve-160b4ca1-2708-4a7d-b47c-bbb64a5f2b31'), Delayed('solve-96852030-2abb-4dd8-90dd-560c2edbf4e5'), Delayed('solve-cd33c7f4-a5f7-4fff-a911-beeaeeffd40e'), Delayed('solve-c6362cda-f9ef-433b-b979-ff13ca600240'), Delayed('solve-63dcf983-2be7-4b9e-b20c-54fee6e4514e'), Delayed('solve-6fe46aee-cb5b-4b6b-8786-78fd671a2f0b'), Delayed('solve-10c48f00-1099-4ad2-81d4-ca44fef4d883'), Delayed('solve-a7615437-d827-429b-8b03-1a8d4204ad48'), Delayed('solve-89d4408b-9c17-4699-b61a-6343c2bf62aa'), Delayed('solve-8d31d88d-f248-4b7e-a1a0-54f636237c3a'), Delayed('solve-22ec9d8f-2d3a-490d-b4f0-5314b5c889f9'), Delayed('solve-41f00aa9-7c50-4ba2-bce1-0f558a0a042a'), Delayed('solve-5269b673-7f15-49ff-98a9-29a2f562295f'), Delayed('solve-7def92ba-90a0-4794-9089-1233cbe82556'), Delayed('solve-1e5ba358-a467-45e3-98ae-bf9fb33dff9c'), Delayed('solve-c94d43de-9b53-4a55-bed0-d5003235d3cf'), Delayed('solve-64c1f4fa-97b2-4ded-8952-a19787bbce6b'), Delayed('solve-cba4e5f4-d6b0-4dc0-8c87-64c9e95f6cb6'), Delayed('solve-a186fc9b-35fd-4c74-beeb-8dc38244c65e'), Delayed('solve-072ed72f-837f-4408-9b02-da6b3518c172'), Delayed('solve-44a591d6-6ec0-4bd7-974e-dd5a91538106'), Delayed('solve-77d0ff2e-456d-44b0-9b2c-1624001fd1ca'), Delayed('solve-3a4b99ed-232d-4d67-b3b9-22e0eca42530'), Delayed('solve-5a838888-5d70-4a67-8daf-4a0226f61fd2'), Delayed('solve-c389f9de-0a68-41b9-ae1a-a4930a44c3cc'), Delayed('solve-b53032a8-829f-4538-93f5-bcdc26f9ddba'), Delayed('solve-41119c8b-44e4-472e-a26a-15d29a790d6d'), Delayed('solve-07b3c420-d43b-46ea-878e-5ab03621afde'), Delayed('solve-3561b589-b332-4c16-9ba2-1042b8a1cba9'), Delayed('solve-d7b6e3ee-6ace-4368-af4d-36ba5633e457'), Delayed('solve-cc4f9cc3-5ae2-40ce-8133-ed6bd9a69e6c'), Delayed('solve-92879673-233f-4263-9d55-0e28e31274de'), Delayed('solve-0aec124b-120e-48b6-aa51-7b8f6b4bc3ee'), Delayed('solve-5d49e460-9fdc-4421-801a-17981a1682c0'), Delayed('solve-a2cec029-882d-4f6e-806e-6e8f5cc4001f'), Delayed('solve-771a5847-3947-4fbb-8f0b-ef1eb7fc71e1'), Delayed('solve-7ab1ba71-c289-46f8-94d6-11641f163768'), Delayed('solve-42b99098-9b41-4eea-b491-e50a5ab5f61c'), Delayed('solve-3cdd4e21-b9fe-4af9-83df-2154a275a239'), Delayed('solve-c93ecdef-10c7-49ad-b778-9388d946be14'), Delayed('solve-d3c0eee1-6fa9-4169-9cd8-b836d5ce9342'), Delayed('solve-6a98bac7-8af3-490b-92f3-7a2b34a066a6'), Delayed('solve-71a9e277-c6f1-4d7d-8566-210f4df415e6'), Delayed('solve-d33495f2-086c-45cb-ab1a-93b3404ffd02'), Delayed('solve-e7082755-6bf3-40ce-b936-3e094d7bee97'), Delayed('solve-95a155b1-fe81-4f89-8deb-1b9fecfb6755'), Delayed('solve-35c21542-530d-4cde-87ec-96c401969cb4'), Delayed('solve-69bbc3c7-ab8e-492d-b508-19beed1e6807'), Delayed('solve-9e35193d-5813-4991-82c0-0b32517ac445'), Delayed('solve-f6fb8a67-c55f-4867-b362-66dfce15d13c'), Delayed('solve-ef2f3cf0-a493-46e0-9c8f-5904cc1d965e'), Delayed('solve-8c40efe2-d8e2-41f1-b3d4-ebaa35ac6fa4'), Delayed('solve-0703b8f3-dc1c-4cb2-89d5-0eaebe7e37af'), Delayed('solve-f08167a7-8bcf-4aa3-9c0e-d42a273e429c'), Delayed('solve-22065ae3-8aff-45e3-a1a0-8758fb37dbbf'), Delayed('solve-3b57fefe-767e-4cd7-86d4-dd7c6dd9a9a9'), Delayed('solve-07d34021-ba3b-4195-b6c0-c2602df3ff36'), Delayed('solve-ea9d56d8-bc89-4509-b97d-449aa7e0dfba'), Delayed('solve-adbff490-0410-40d6-8bcd-3abcf6166fb1'), Delayed('solve-500ef8c3-d2e9-43cc-9e26-75b50a01786f'), Delayed('solve-fa432e22-c6ca-4c15-906a-43a75d4873cf'), Delayed('solve-1e4ef32f-ba98-4f19-9188-bd0b0ace9ff1'), Delayed('solve-1709dc65-432d-4360-a155-a6f4f58a59f5'), Delayed('solve-b84eba50-5cde-4831-a5d0-dc3d62c4e761'), Delayed('solve-6dc18d5a-3162-4d4e-8262-8f8d31ae2c13'), Delayed('solve-f768a81d-ef46-4e44-8c7e-41a7372a091e'), Delayed('solve-2da0c222-ba37-4323-8f2c-10f6eed074e5'), Delayed('solve-0aaada53-518f-4ade-89d5-cacc7e3acf8a'), Delayed('solve-1acd07c1-ef2d-40d7-aac8-1b1a527acaf0'), Delayed('solve-f9bd20fb-8c12-4068-87a3-5d5968c7ec76'), Delayed('solve-0556aee3-37fc-4c04-b25c-050af26f1715'), Delayed('solve-c029bbb4-cc60-427e-aea9-24865626393c'), Delayed('solve-9a319834-542b-4627-b7fd-74ec25a7c316'), Delayed('solve-a5876bef-f3e1-4b95-87df-664770e87f1e'), Delayed('solve-b934a1c8-734a-488a-b28f-97b1d9ef646f'), Delayed('solve-ff61af4d-b35e-40fe-aa73-eb19d3ee1dbe'), Delayed('solve-012c70d2-cd9e-4caa-b9d4-1aece47ab18f'), Delayed('solve-faf57dcc-b972-45cc-a2e1-f12a2ae54c57'), Delayed('solve-a6096bb4-65d1-4650-81e3-308576ba3483'), Delayed('solve-7e19e2ed-1366-4f3f-a03a-fc6babc4d111'), Delayed('solve-dd12e2eb-760a-4704-bc8b-ced5eda0a3fd'), Delayed('solve-4e32b071-5dc9-4227-babc-98bc41ca4b7e'), Delayed('solve-edbaba1b-ef64-454f-9048-23f4b3a430f6'), Delayed('solve-901b551d-a52a-4f9d-b9ab-96403631062a'), Delayed('solve-6d6ac3e0-ab31-4bf5-baaa-93d13b21ad28'), Delayed('solve-d93d2ff1-859e-41f8-8995-d97ac3bb2a42'), Delayed('solve-56b9ae92-dcac-481a-bf14-42857280e1c1'), Delayed('solve-ba92d95a-4c92-4fa2-a117-ef9c02876a82'), Delayed('solve-77f70245-662b-4975-881f-f5007661cc53'), Delayed('solve-3ea5333d-dab3-469c-9751-1444228e0904'), Delayed('solve-cdff20d3-f2af-448c-82af-16f5c019035c'), Delayed('solve-aebadd82-1e31-446f-8c62-fc21b0d19666'), Delayed('solve-22d91e6a-1ce3-4c7d-b483-b27c9849126e'), Delayed('solve-c1545331-cae7-4b8a-97a1-f86c419b9984'), Delayed('solve-94a4149d-3cea-46c8-9a23-a4118f368f3d'), Delayed('solve-1e44f1e4-7b6f-49bd-8012-50d9da924cd8'), Delayed('solve-d03c99f8-eb7e-41ba-b7b6-c84fb802f75d'), Delayed('solve-519eb196-27d0-4e91-869d-c28cf53cc818'), Delayed('solve-38e39d9c-9398-404b-9cf3-358f2e7a4eb5'), Delayed('solve-4604dea1-9ef2-478e-8a59-6dcb458d887f'), Delayed('solve-0c03ef0d-8456-42aa-be90-3dcec6e0b3bb'), Delayed('solve-c91c158c-09cd-48c6-a64e-48f1e6d957d4'), Delayed('solve-1c6ad6f7-383a-4935-829f-5183e9e53e48'), Delayed('solve-a7f22c95-6480-407d-b2ea-51b1ead9f6d7'), Delayed('solve-b2e9b539-0f66-4e9d-ae1e-0d520388908e'), Delayed('solve-0a9eb5a5-724f-4114-aa2a-e01bbeccf150'), Delayed('solve-d66baa52-3d3d-4f85-8bf4-4234a060d8f0'), Delayed('solve-f51a70d2-3dd2-4336-90c7-28cfe9e5251c'), Delayed('solve-319fa266-f908-483a-89f8-004903e88043'), Delayed('solve-6ce7fcf2-a510-4ff7-92b5-a5948831fb43'), Delayed('solve-c1e979e2-2d47-4c87-af85-d4f2970d6ece'), Delayed('solve-81121f4c-1953-4aab-beff-963a16bed6ab'), Delayed('solve-b708ad25-61f5-4f64-acf7-07e499cef177'), Delayed('solve-1399a7b0-7f8c-4a0c-82fa-0cd7b42f3853'), Delayed('solve-7063cb09-f41e-4995-a05b-f175f73d7a4f'), Delayed('solve-43ca4215-121c-4609-b3c0-1e212b2270d7'), Delayed('solve-6727ad1f-8445-4306-b9b0-7b796a3dfa35'), Delayed('solve-90d696d1-dd39-413b-8bc7-b410a5973ab4'), Delayed('solve-4f365353-c344-44f5-bb74-d96671d06551'), Delayed('solve-c240b97e-1921-4fbc-99b7-63016cf38bf2'), Delayed('solve-d3669b11-a629-4a6d-b355-9ed361b2b182'), Delayed('solve-19657310-cbf2-46e6-9ac4-4ed925ac4088'), Delayed('solve-2700ab72-c278-4384-99e6-afaecefdaf5d'), Delayed('solve-be3dee66-d2cd-4a25-9909-cd63fed4ca3c'), Delayed('solve-108172dd-ed3c-4682-b35e-505592ca4a90'), Delayed('solve-473b60e6-b729-4882-9771-07058c5d1ae9'), Delayed('solve-23513313-fc5b-475a-9bfe-9a5b8bae9508'), Delayed('solve-c858292c-f650-4000-bb75-79cb9854b905'), Delayed('solve-32343f68-045a-4480-96c5-3d4ea7b8432c'), Delayed('solve-fadef21b-5c75-4bb9-8372-a95178b47946'), Delayed('solve-3e483285-17af-4107-b5fe-01258bb2a0e1'), Delayed('solve-4349eb03-6afe-468e-8caa-36b11b9e92af'), Delayed('solve-6c9bdbe7-7c53-42b4-90f0-810612e6abd8'), Delayed('solve-7e4b26a1-7e69-4e8d-853c-8faeef5d49a9'), Delayed('solve-2e14d60d-79ee-4bc4-8f6f-40b42d457bb9'), Delayed('solve-679beac7-5499-4668-90c4-f2a551463f77'), Delayed('solve-d5a10210-e98c-4821-a698-a95952d40c93'), Delayed('solve-4848d81f-13c8-4ad4-9d0a-202765e7feea'), Delayed('solve-ff1811ef-f8aa-4201-8ee5-88dfb9b82314'), Delayed('solve-f42c490f-2848-40d9-b637-5b61e8b7bdc4'), Delayed('solve-00a4223a-cfee-4bdc-ba5b-488b7efd991a'), Delayed('solve-7a18d2d5-7bac-45be-9422-9de685a63ccc'), Delayed('solve-1caef439-1823-4262-a962-c2fa956cc711'), Delayed('solve-24a59248-642f-4ec4-8e2c-f2362fd4f21d'), Delayed('solve-8dc8f7c5-a23a-4395-a0fb-7f8e6c9ef164'), Delayed('solve-dc48e47c-e9d7-4951-949f-92d453153dc8'), Delayed('solve-d3e44cb3-76f5-43cd-b1c7-9012a17c68ad'), Delayed('solve-4c6951b1-6716-4e98-9f62-2f4510d49ac7'), Delayed('solve-081723c0-fa3d-4c97-96d0-54480660a55e'), Delayed('solve-03166fff-e2fa-4ba3-9b33-1eb275e89502'), Delayed('solve-ed224984-2357-4f07-bd1d-bf8f6e2f225c'), Delayed('solve-88be1a8d-67b0-4542-a631-62833894946b'), Delayed('solve-85aa3809-de23-45c3-8e65-5c541845f73f'), Delayed('solve-2b1a68a5-a1c9-4f50-be71-43b3395ba42e'), Delayed('solve-5f6fdffc-6d38-4c63-be3f-e9210feb3167'), Delayed('solve-105de110-2850-46b0-b019-b8cb2cd15919'), Delayed('solve-557f3447-74d9-4616-9846-ffae8306549b'), Delayed('solve-0c217674-0785-4482-aaaa-fa9289952326'), Delayed('solve-748288ef-be09-4011-b44d-5a6210d0d8d1'), Delayed('solve-6f13b52e-36e1-40db-b563-1cc9d7be6758'), Delayed('solve-46cb3fe7-d7d2-463f-831c-57fe82dad500'), Delayed('solve-0dad24e2-de52-4f4d-bb9d-63abcbf3c058'), Delayed('solve-979667cd-6ea4-46eb-bfdd-4fd526d7bf33'), Delayed('solve-357ac673-60e6-4f5f-a0dc-3403398b5759'), Delayed('solve-6b076f8a-fa4c-4169-bf7e-ad22411030c9'), Delayed('solve-0eb49539-9d89-403f-9879-0f12a3d6e07f'), Delayed('solve-fb5bba22-d562-41b2-9960-b21257f85425'), Delayed('solve-e960fae2-c273-4da5-9ea5-9f30d3078aff'), Delayed('solve-cbf88e63-db84-43ea-862c-5a103d0dd0ee'), Delayed('solve-48ba43b2-fe72-4fd4-8ce6-d1c31f9883fe'), Delayed('solve-0521db2f-f2b3-432f-9a46-c8330465ae28'), Delayed('solve-6ac68987-dbf0-4682-9e52-05491b6905f6'), Delayed('solve-a3804815-cf4e-4f6b-bfc5-859a904baa1e'), Delayed('solve-5f07ac66-6f0a-4bd5-a157-28a28cd9f55c'), Delayed('solve-fe592e67-d2f0-4f5e-9598-416c5493b8f5'), Delayed('solve-08ef76b7-63ac-40c4-b1c5-7c9d0fd23a04'), Delayed('solve-e97d81b7-2d4e-4633-a86c-1889b62a7385'), Delayed('solve-72f57c4e-e8c3-4c7d-bfb5-26f3121b1df6'), Delayed('solve-b90320f3-d2d6-4ca2-96ae-3512773cfbc6'), Delayed('solve-20142dbf-1f33-4ebd-9062-efebf2039f93'), Delayed('solve-94fa151b-6d2e-4502-99fa-e6a48b752019'), Delayed('solve-5a853070-fc32-44c5-b16a-7e7c9fbca06e'), Delayed('solve-c2b3d3a3-8f70-4325-9294-00fa7d0c61f4'), Delayed('solve-2eb81081-95a6-4ea9-aecd-6e02d2ff8db6'), Delayed('solve-8cbabd30-53db-4f78-9e1c-18bddf61782a'), Delayed('solve-9d0825fa-f204-40ee-a315-c85a039443f3'), Delayed('solve-99050c2a-ca73-47b4-b15a-655322acd6fe'), Delayed('solve-fa7a0bee-9a5c-4566-9d7e-40cd42d2b389'), Delayed('solve-aa797960-08c6-4cec-8388-0c05e8d3d28d'), Delayed('solve-a4a1c167-642f-4c83-b23f-1faa4b18d811'), Delayed('solve-f66b8db7-4e80-4ea5-8e43-93ae86f7b7b8'), Delayed('solve-3d9b2b4a-18d9-428e-a5cb-94331ecdf39b'), Delayed('solve-596966ce-9ae5-4860-b570-b9d9e2545b0d'), Delayed('solve-cb990ae6-f5bc-4932-9903-07ca30b242d4'), Delayed('solve-0466bfcf-d64b-42f0-8949-f7b4634cee93'), Delayed('solve-1155d734-01c4-4a5f-a1a4-d3a7de17be59'), Delayed('solve-8fa38b4e-d04a-47e2-ad76-a14f6b17a2d0'), Delayed('solve-2add8401-a62e-4956-86e9-5b05c65264c5'), Delayed('solve-a4ed1af4-ba74-439b-a9bb-90aa89a94886'), Delayed('solve-9001e85d-df12-4aa4-a1e1-b184916712a0'), Delayed('solve-48515bb2-7b49-45ed-ae53-84fed836737d'), Delayed('solve-c91f53f7-4048-4fa6-9738-896aec935613'), Delayed('solve-2cf047ef-2bc2-4d74-b5fa-5e53988936b8'), Delayed('solve-24c9c133-6ce1-47cd-9dee-f832d1f32a16'), Delayed('solve-30b6c98e-71a3-4c33-b0b2-7cf246219243'), Delayed('solve-92fd0d2a-80b4-4a10-b595-89bb9b301398'), Delayed('solve-f4d119f8-5925-41d5-9004-e37dbfa8952d'), Delayed('solve-09d2dae7-c826-4ab8-93a4-ee54cc75ca04'), Delayed('solve-f0421297-08ec-4e1b-add8-b31183222db2'), Delayed('solve-4c730fbb-c2cd-4eca-9dc2-c3e70570986b'), Delayed('solve-14cdfb75-4e69-49d2-8d20-3175cf6467fd'), Delayed('solve-ac9c08d0-b5e2-4c93-bd99-5497032f8255'), Delayed('solve-6fd47466-0d9a-43c7-87ae-331d4f3b80f6'), Delayed('solve-ecb2a7dd-c1e6-40c3-863e-5d157008b239'), Delayed('solve-e36a1fc3-cbb2-4e9d-9cdf-0b2be48b315a'), Delayed('solve-df217165-70ce-4b44-9477-45e5b1a922ad'), Delayed('solve-0e4a0489-85fa-4fa2-8ce8-fba5a0deb011'), Delayed('solve-52596fc5-a8ab-43db-a252-7ec459d5b8e9'), Delayed('solve-1a62f5be-f8eb-473b-92c1-91f391c564f0'), Delayed('solve-a99849ce-bf34-4e92-b441-57fa8a72e8c5'), Delayed('solve-2c6cdafc-a68b-401a-8084-95350e2f2ed7'), Delayed('solve-97224306-5388-47ee-b7b4-5eb6626196ef'), Delayed('solve-1d09f39a-e1d2-4a14-acfe-115843ff334f'), Delayed('solve-1234085a-a2f3-49b3-8ec2-b44bad51d9fe'), Delayed('solve-96b006da-91e6-442f-a590-8d87a0d4c423'), Delayed('solve-4ced9491-a306-4a9d-af6e-0506944e8b7b'), Delayed('solve-12431114-ff3e-421f-80ae-4f18276fdda9'), Delayed('solve-72b17229-9b0c-4189-9311-0c589d788356'), Delayed('solve-2b5e5207-8b11-45ee-8c98-52d643c7a348'), Delayed('solve-775de14b-6ecc-49be-bd0a-17ed6ad63355'), Delayed('solve-762059fb-dec2-49c2-845c-a0c4710f7cf6'), Delayed('solve-7cbc9ff1-46b3-449b-90e6-db647479552a'), Delayed('solve-2f291109-be8b-4e63-ab2a-896b7664336c'), Delayed('solve-93b8f35c-4a7a-45fd-a34b-89bcd47bcbdc'), Delayed('solve-ddde3ece-4d60-46cd-90bc-77d73008688f'), Delayed('solve-de6d7efc-e00d-4be6-ac22-00304dda353e'), Delayed('solve-3f40a996-f978-4c01-bb79-6dfc77d7e63f'), Delayed('solve-3a9b9dbf-c766-4b50-a99a-84dcc2060f18'), Delayed('solve-39790035-dbc9-44d6-a251-dd7cf4a4041f'), Delayed('solve-4b70d4c1-b74b-4464-ac8c-79b3283860b1'), Delayed('solve-c80dba5f-fd15-4314-bd83-71f64cf91688'), Delayed('solve-c01c1f1b-79f0-4010-b8d9-7237f4a9c293'), Delayed('solve-a36f70a3-b923-46dc-a885-a78dc2d6da51'), Delayed('solve-09f85d80-a431-4368-8db9-1327bb99ce41'), Delayed('solve-ec45faa2-b26a-4e2b-bdb8-c6afb9903348'), Delayed('solve-1e9acd0a-9705-4137-a1df-c08f291ea25f'), Delayed('solve-cf5af74f-fe5e-4dcd-9c43-4e0f5a3b30aa'), Delayed('solve-e6147abf-9005-449b-b73a-0e4502ae4bad'), Delayed('solve-771f26ad-e19a-48ea-9497-0682b2561699'), Delayed('solve-3a6ebdcd-77aa-4344-8e93-ca118632f379'), Delayed('solve-5d0a7699-3c07-49e4-9898-fedb2803b4ed'), Delayed('solve-acc8d3e8-a3e9-4e92-aa45-68f9d8f9b39d'), Delayed('solve-a0981372-90a3-4095-b961-e4fa3f75fb51'), Delayed('solve-92a324eb-c025-4f13-8366-689406636d59'), Delayed('solve-a0e61819-7553-40b0-8379-1b7032bb5eb5'), Delayed('solve-c95fffe5-d0c8-4cd6-8a0c-94b44250c3b1'), Delayed('solve-dcd9c233-4136-40ba-bff6-70949dbddb13'), Delayed('solve-43b36055-19a3-4c55-82d9-b69fb022d53e'), Delayed('solve-33dfb1d2-f2b3-42a7-8da2-2a6132152634'), Delayed('solve-30cb79bf-191f-4ba4-b7a5-73ae8ba22867'), Delayed('solve-e173cbb2-f162-4af5-b346-a83d9be984ff'), Delayed('solve-13cf0afe-99f4-430b-8039-e33252e777ae'), Delayed('solve-fab50de7-e4d2-4663-8f9b-3d146dae83a1'), Delayed('solve-b0f74865-1c47-4efc-a61a-ba2ddbd2eb0f'), Delayed('solve-f936677d-24c0-4810-b8ec-6f96c501eb93'), Delayed('solve-a8f37b52-e90d-43b2-a56f-cd3d6cd4d8ac'), Delayed('solve-d63b672d-2232-4871-a470-021ec2857753'), Delayed('solve-7c00f2fb-a890-4377-81d8-f57e9e3def7b'), Delayed('solve-132b96c8-de18-4264-b911-967e30d6aeb2'), Delayed('solve-c3b176f7-2794-4b44-91e8-c48e2826bc32'), Delayed('solve-a80b649f-c097-40ed-9c05-a1fe379c0f84'), Delayed('solve-4dd33990-f72e-4292-82df-e8b5b2a83928'), Delayed('solve-83340c95-361f-4407-b993-6461f49df767'), Delayed('solve-3ed7e926-be01-410a-baa0-359a6a726504'), Delayed('solve-8caf2e1b-670d-404e-8ece-f5aaaa96cc24'), Delayed('solve-f7a51875-46c8-4671-89a5-55b51ae8f672'), Delayed('solve-e1b9cfa7-267c-48ef-8d72-d8d8ba5bb7a3'), Delayed('solve-f55fa939-6953-4c49-9c1d-a0294114d264'), Delayed('solve-16c5ed9c-90dd-4a81-8b68-a01d264d22af'), Delayed('solve-739dcf5c-bf78-4c3a-9c00-26432630f3e5'), Delayed('solve-f45a07e7-75b9-40f3-bd53-cfdf2136c772'), Delayed('solve-3cf4f2b7-d41a-4172-9f6a-2c69cbe024d4'), Delayed('solve-eac462a2-9bd0-4ab1-a284-5d9e8474eb1b'), Delayed('solve-47f68c3b-28fb-4e32-90c6-9757c769b2de'), Delayed('solve-f3162325-e750-4361-95c7-0d363188a323'), Delayed('solve-014c70c2-645f-4433-85ca-f27adb109ebf'), Delayed('solve-76e210f3-beb2-4cae-8cbf-bfe2ed5598a8'), Delayed('solve-69e22c36-4cf9-4103-9861-6a46de62b6fc'), Delayed('solve-33f61cdb-0809-4291-9552-154849b10374'), Delayed('solve-a3bb24b4-7c38-4039-ad6b-eb58c9b2d6bb'), Delayed('solve-0ad4c786-77f4-4834-9b71-07212e7ed763'), Delayed('solve-c084431d-1a9a-45b6-ad31-12649a6d8111'), Delayed('solve-5439e182-cb7d-4640-98c0-a72795dd703a'), Delayed('solve-167fa951-f7ee-4845-98ca-794f2fa2498b'), Delayed('solve-6a1b2368-87d2-4324-bc81-a7d16265f628'), Delayed('solve-70ec461b-734c-4ac4-8280-4d2e2aaf03ce'), Delayed('solve-366a2663-1146-44e1-a098-a111f528fde6'), Delayed('solve-d3da31cc-5854-46fc-bc77-b857c1e45014'), Delayed('solve-edf4ebec-623e-45d7-bcb9-c6f49b436a00'), Delayed('solve-f1106e28-3015-48c5-8b68-cf93fee4562f'), Delayed('solve-c5c4faa6-7b4f-4f5e-8939-908bb5f9d70c'), Delayed('solve-163dc128-951d-49c4-931f-e6cf34dab462'), Delayed('solve-ff88cd2c-2b37-4e20-9c83-6e3befc8cfc2'), Delayed('solve-581d6b15-a866-4f11-8876-12dcde99cf76'), Delayed('solve-a1769516-fe01-4c80-98d1-9ff54b1d672a'), Delayed('solve-37dc90c6-d7b0-49cb-aae0-bd0462996101'), Delayed('solve-9f65de22-8736-4716-a5ad-10993b12354f'), Delayed('solve-ae821dc9-1b4d-4cdd-b8b7-c98a4a426656'), Delayed('solve-be6c0bff-bc87-45e5-9d91-f1fa60197336'), Delayed('solve-8f22edb8-7808-4f2c-b17f-fa06b24f1f42'), Delayed('solve-b4d402fc-029a-45cf-8515-470453f3949a'), Delayed('solve-789f4423-d73d-46ee-b45d-559d679574d2'), Delayed('solve-bd1a0a7a-f54a-420b-a96e-36231fef9e64'), Delayed('solve-37663900-ed9f-4e86-8d29-98cefaf5e99c'), Delayed('solve-e6d08482-27ca-40c3-a1aa-0f29a1786cc2'), Delayed('solve-0e595d58-af48-49b8-8529-8f46f32be324'), Delayed('solve-f375009a-d043-46f9-904e-209b97428df8'), Delayed('solve-9743ff7b-b095-42d5-9b98-85c4e15727be'), Delayed('solve-b65d924d-31be-469f-851c-a46072bdc25f'), Delayed('solve-804976ed-daf4-404f-aa7c-e4d0918a6673'), Delayed('solve-cd81b38d-02ed-4cb3-8263-cbd9636dd76b'), Delayed('solve-30d86cbc-3b7c-481f-9b41-e0bf64fa9951'), Delayed('solve-be2547ff-1b31-441b-997c-4eec864e901a'), Delayed('solve-cbc666c6-64aa-4af0-a4cb-5c49547c406e'), Delayed('solve-73007f80-d621-416b-a3f4-83ac87a2a88f'), Delayed('solve-a7c011e1-6a5f-414e-8596-2d51146be62e'), Delayed('solve-7a9058cc-3c17-4ea1-9311-8da9140b0dfe'), Delayed('solve-a165b2d2-bb05-4c68-beca-7195b0ac67f7'), Delayed('solve-6ed15123-da74-423f-ad90-d9c023a37e72'), Delayed('solve-6fb6aec0-0438-433a-a841-f3bc3e8f89ba'), Delayed('solve-9cbd1ebc-bd5d-4daa-8058-f87deefd9ecf'), Delayed('solve-ee68ed13-fece-4920-8695-39d015358b5f'), Delayed('solve-92102d97-a8b8-40ee-bd38-a4ada42a18d5'), Delayed('solve-b3dac5b5-4896-4103-94a0-c4c78cc6701f'), Delayed('solve-ddc8b0b3-b534-4fff-b5bd-2967d0ee5fba'), Delayed('solve-e3784184-c7ae-40d8-b529-5abc403f3d77'), Delayed('solve-16df8c42-6ec5-4ac2-94b0-836356543bcb'), Delayed('solve-8c01da4b-9130-4932-b97a-15600d2f5103'), Delayed('solve-fb37aa88-117b-4d67-b7e7-949dd6964c02'), Delayed('solve-cd1b2d91-16e6-4054-9038-b9013a796dca'), Delayed('solve-b0272072-c902-427f-9447-b088b1cc6af7'), Delayed('solve-5f19ffa3-42d2-4637-8b80-acb4dd82d1c2'), Delayed('solve-85684317-fbf2-4763-95d6-e3f3c8c06afe'), Delayed('solve-ff08031a-2b3b-4aa8-896f-89295d5c20c8'), Delayed('solve-3abc53bb-3828-4cb3-a55f-1aa4d1e57927'), Delayed('solve-42a10052-0811-4d37-96c4-17d4cb3bf71c'), Delayed('solve-c43b1a08-57cb-4b33-9d4e-62488cff6945'), Delayed('solve-2063a9fa-d0eb-4c89-b424-c0d1f225dd68'), Delayed('solve-1543049f-b36f-4bd5-a6cd-9b65faeaec9d'), Delayed('solve-dbd22595-60c6-48cf-af23-aa537ddcdbd4'), Delayed('solve-590a4f7a-76b9-4df6-a5c3-6167705082fd'), Delayed('solve-d7efb8fd-34dd-4676-b186-c834a6913eb3'), Delayed('solve-6c09d912-50e7-475a-872e-465870560fe7'), Delayed('solve-5403d53f-489e-4944-9136-2a4024619ba6'), Delayed('solve-f6a88919-5cb4-4d0e-8f63-9409bed82f51'), Delayed('solve-c666297e-d1b5-4976-8ee1-a644aa282782'), Delayed('solve-eeafd7a7-8e4d-472c-806e-fb99d59f8a1c'), Delayed('solve-f2502c3c-6359-48a2-b3d8-06ff031ec882'), Delayed('solve-0d59dc3c-d0f3-4fbd-a743-490e36c7b3b6'), Delayed('solve-359c3238-3101-4e35-bdfc-a450b689f646'), Delayed('solve-e1fdb905-986b-4edf-a76a-aee636b3d4f7'), Delayed('solve-8555135f-f847-44a0-905d-b4e221fb2b1f'), Delayed('solve-9df46ee1-fd1a-418f-a347-5f452e13519a'), Delayed('solve-d3fa1cf1-d4ee-46c6-8fa1-6398366abfd0'), Delayed('solve-588d7561-5864-4f8d-9bfd-cc5ea3d6f46b'), Delayed('solve-84fcfcc3-15f6-4a65-b025-4da1e49386d9'), Delayed('solve-4325c604-bc16-4f6d-8159-a6d9d824c91e'), Delayed('solve-ab62c01d-8ce9-4134-ae17-dcd836bae69c'), Delayed('solve-7cbf0bbf-7b37-40ab-97d4-1a8b2731673e'), Delayed('solve-cfa474ae-dc4f-45f4-8032-308cc5a3e980'), Delayed('solve-2d0b6a17-49d6-4956-8228-6a036ed1149e'), Delayed('solve-e2f00ac7-985a-4c51-9eb0-ec2c78359dae'), Delayed('solve-13375fca-3c97-467c-8ef6-b0ac636bb0fe'), Delayed('solve-05dcf7ef-704e-4b50-ab7f-027196a01cef'), Delayed('solve-028c0b71-f1dc-437c-a48d-483346f394e3'), Delayed('solve-d5f918fe-4724-4164-873f-73553f3dfdce'), Delayed('solve-01056858-e272-473f-b2fe-275314380294'), Delayed('solve-7d8b42dd-ec0b-4c7c-b55a-e3f5f59f7ba9'), Delayed('solve-6201fd7a-47fc-4c2f-9ee5-696c0184c861'), Delayed('solve-b3fee4de-5f33-4449-a0cb-9d9774136b7a'), Delayed('solve-d109c1a9-9099-4b7f-98fb-3715e59a1747'), Delayed('solve-da517578-952e-4fce-9f57-5846bdf71dc0'), Delayed('solve-32db5a37-b1ee-466c-bb9e-276a20b84e45'), Delayed('solve-5aef3ac9-27bc-4e26-af93-e8258a8df794'), Delayed('solve-343da277-943d-4edb-8488-973f5bbdf5ca'), Delayed('solve-596fa711-681a-4567-8201-27beb047a3d7'), Delayed('solve-6dbede64-b66c-47ff-9031-3b2ef2974e17'), Delayed('solve-2d6159a6-3c49-48d1-8f2c-091b7e9467cc'), Delayed('solve-b0d587fe-8d39-4ffc-b3b1-24cbcf0dd1ed'), Delayed('solve-2bbaa26a-ef2e-4733-aab2-d2739f3d2ebb'), Delayed('solve-895cd47c-27a0-413a-a394-52d9f400c46f'), Delayed('solve-ba2116d9-6f2a-481f-ac3f-c5f95a88a096'), Delayed('solve-e33a01dd-55b5-478b-a00a-ae77d0c1458e'), Delayed('solve-6cb51229-3574-4bbd-98de-f9a49bdd3568'), Delayed('solve-b3bd9464-7feb-4486-94d5-0fe3a094e102'), Delayed('solve-e965c8ca-2010-4663-97f6-4a01aad2ce44'), Delayed('solve-da5d276c-c4c0-4ea6-ac21-b253301dac24'), Delayed('solve-3c851f8b-b187-479c-be9a-fffa17003cbd'), Delayed('solve-152d2977-2e66-418f-87cd-4b39362f28d6'), Delayed('solve-90b8ed30-0e83-4d69-95f3-d6fd1cf83cc7'), Delayed('solve-f4b76455-b61d-484b-9308-22ac97cab7cb'), Delayed('solve-b97b2aa8-7dc2-4b42-8073-f63c69ee853d'), Delayed('solve-8b96e43b-dd1f-4319-bca2-5e446b09fecf'), Delayed('solve-0ae8b847-afde-4a29-906d-3bcc7e058fcc'), Delayed('solve-747da2de-297d-4d28-88bb-f53c1d3494a2'), Delayed('solve-12d09406-2f13-4f06-b2c6-84c57fd09f90'), Delayed('solve-48de1a15-e85a-4209-87b7-9067c5b15ddc'), Delayed('solve-b1023b92-61c1-4a52-9d37-de3d3aaaf693'), Delayed('solve-6f255120-201b-4fa9-9479-71ce988a951f'), Delayed('solve-8b3ea213-212a-464a-b889-79998eb2cd94'), Delayed('solve-d0354130-69d6-41f4-a316-01f2b5c460eb'), Delayed('solve-2cf8ca59-d22d-4aab-b7e5-1369273aed34'), Delayed('solve-cb720ac2-7b2d-4afd-a986-4f0a2e6dbd15'), Delayed('solve-626f0c1c-20e0-4f44-ac0b-c55efa7818a2'), Delayed('solve-aef04d92-461b-4c65-ae93-3f4d4b01face'), Delayed('solve-5f60374d-9c92-40f0-903c-2640bf1620b4'), Delayed('solve-ae193914-c3ac-4873-b555-0489cfaa6eff'), Delayed('solve-b44990c5-647e-4522-8689-4ba2aee09a5c'), Delayed('solve-db602326-0895-4a53-86dc-8f72b2fd6539'), Delayed('solve-5356b473-acaf-4402-8b0a-6707fa37dd49'), Delayed('solve-eaf8a0d5-2fbd-44f9-a50c-bb6b2cf62964'), Delayed('solve-99afd195-1790-4f98-aa4f-d07e1e896718'), Delayed('solve-75ab3340-a395-467c-87cc-ce07f726ba41'), Delayed('solve-7909db3e-2976-4714-a02a-232edb0b7eeb'), Delayed('solve-7dad2ee5-52ac-4791-921e-394b48e06953'), Delayed('solve-f94aee3f-db16-4cbe-844a-21b5f5d5596c'), Delayed('solve-50373b3c-d030-4089-87df-637b47f61ed6'), Delayed('solve-44cd9207-0120-4360-92e7-e645d27b8161'), Delayed('solve-df4bfa39-43b8-45f4-8961-03adc0497fcf'), Delayed('solve-fa3b1c8d-643b-49bd-9f93-eb64b85f88fb'), Delayed('solve-73e2facb-4688-4965-ae1e-dab9448d23f8'), Delayed('solve-1ec98735-4eac-4d8e-baac-3ca9a5d7b265'), Delayed('solve-0740eeba-514b-4df2-813f-88e53db492d7'), Delayed('solve-e7b239a4-b2dd-4a62-812d-3b1a6278e2fb'), Delayed('solve-9b9f8a6a-a31e-4c17-937d-93e5def2a570'), Delayed('solve-b652d071-163c-4c32-80f2-eb593f196e57'), Delayed('solve-50639e54-3f89-424b-8a1a-7794ca75ce5e'), Delayed('solve-25060cbf-dfdf-4693-bd0a-787f6051e7ca'), Delayed('solve-6af0a9a5-f76a-4c32-a768-1e32888bf4f7'), Delayed('solve-30bcc9e3-fc52-435c-b3fa-cd0874d9980b'), Delayed('solve-783180cd-a9d5-4b2f-ad08-2b1719792469'), Delayed('solve-8f036c6a-8191-4201-8541-a04f2c371654'), Delayed('solve-6693642a-1590-4b38-b208-62c66ed6c83e'), Delayed('solve-6eb9995b-4191-47aa-8f0d-64a525520a94'), Delayed('solve-284b8c81-066f-4c9a-8b92-ab8f6e8405f4'), Delayed('solve-3454be91-0e3e-41d2-8f33-3a56c530cc53'), Delayed('solve-94f7da9c-22ff-40b5-8bd8-2e573faadb8f'), Delayed('solve-3c293717-81aa-4413-91d3-a037d5e65b9f'), Delayed('solve-9921fe3c-1bc3-4125-8dcc-769106dff2ad'), Delayed('solve-5c76a4a2-83dc-4331-8f75-ac2510d9e058'), Delayed('solve-f998c1b6-1613-496b-a809-1864392beb9e'), Delayed('solve-4b053d51-7fad-471d-b6f2-c694ec5f0fb1'), Delayed('solve-7884453b-c395-4680-899f-bc95646fbd21'), Delayed('solve-6fd9a185-ab35-4342-bc9d-15769ad3c889'), Delayed('solve-c6b12929-20b4-4987-b9f5-4fd60b5b449a'), Delayed('solve-a745106a-368f-4f9d-85e4-e50a41943979'), Delayed('solve-c12c8a9e-3b30-4dce-bae8-e79478e534af'), Delayed('solve-dab5cdba-5913-4724-a793-ecc53eacc561'), Delayed('solve-db11d68a-a090-4325-9c49-b272ac481f84'), Delayed('solve-bf98d0f9-d912-45d9-a4cd-c302361818c5'), Delayed('solve-96d6a565-dd49-4137-8c11-70b22b820632'), Delayed('solve-9f6ee3b2-a3ed-4442-b195-382ecd7575e3'), Delayed('solve-7e2db018-4ce8-4839-836a-0f2227c0cdca'), Delayed('solve-3e7eb0e3-fa0c-4bd7-97cc-47b491e81bb2'), Delayed('solve-ccd2fbb2-bb55-430a-a49d-18a7387f3bba'), Delayed('solve-079dbd05-2df3-4771-bde3-942ca0434472'), Delayed('solve-780f06f4-8795-450e-9471-f35a325eeec8'), Delayed('solve-885e070d-3c29-445c-a3b5-2d50ac88d83f'), Delayed('solve-b3128bf3-c5a0-44a4-a440-2044a7dd63e4'), Delayed('solve-23eb665a-2286-4290-a21a-cf999b1eaf1e'), Delayed('solve-4630874c-fcab-4b0d-9277-6a94ae90adcf'), Delayed('solve-e920122b-ca11-49d1-89d1-c194ec9ab565'), Delayed('solve-d6c63809-0e92-4fe2-84bf-24041770bbeb'), Delayed('solve-c64bfadc-fef9-483e-a06e-d975300bded4'), Delayed('solve-a410b8e6-a7b7-44b2-a86e-c82ec15ca1a1'), Delayed('solve-083d6993-2cb3-4b46-a51e-22890669da2c'), Delayed('solve-3c3499e8-f8c3-42ac-95c8-848c7b6065ba'), Delayed('solve-2c40b4d9-401e-40f1-b8de-061456db777a'), Delayed('solve-9746f5c2-9f8a-4dba-b930-1b075983a3a0'), Delayed('solve-673422c4-209b-4194-b91b-48d9951893d6'), Delayed('solve-27df5dfd-17e0-466e-adb6-b4e7fcd2a081'), Delayed('solve-8d463244-cf8f-4708-90a8-8cbcef2bde9e'), Delayed('solve-c3f11a6a-e4ca-4695-9243-85e2d427a501'), Delayed('solve-25873e48-a44a-433d-8bb4-d9ab460801bd'), Delayed('solve-261c63de-df78-4a7d-8b71-44261c7556c3'), Delayed('solve-91e20e2a-21f8-4916-bcc6-4a62431e8c9c'), Delayed('solve-f0b8800e-8c4b-4cc6-b2c7-728665a53057'), Delayed('solve-d2c3d6c4-b25b-46c0-9aac-3d998d386700'), Delayed('solve-ae35a390-5f5a-4aee-8bcc-55e6bff3b94f'), Delayed('solve-658ed929-8858-45c9-a4f1-b35d2c290d37'), Delayed('solve-2a43bf32-a90d-4ab9-958a-d37530b7550d'), Delayed('solve-14c5ddd9-c7ed-48bd-a7eb-1592b0e4d9c4'), Delayed('solve-3b3979a5-8d62-4ea3-9c1c-1749bdf5575e'), Delayed('solve-7f2e9cec-8654-4e3a-93a3-c4a27c47d0e9'), Delayed('solve-5b04761d-e3bb-4832-a706-a6c7eee168c9'), Delayed('solve-2d325d59-d653-4276-9d63-81b0745ef133'), Delayed('solve-da00112e-0a2d-41e3-bfaa-9c6d8b110974'), Delayed('solve-8c4a4a07-ba28-4cb5-b0b4-5f4b6e7bea82'), Delayed('solve-7f5d7ffa-b0a0-460f-9df9-1e47f6cd0bcf'), Delayed('solve-d807ff43-0c5e-47a9-a685-f73c750a4c77'), Delayed('solve-c7d8de06-2334-4112-9fc1-ce22833c7721'), Delayed('solve-ef02b2c6-0fe4-4701-ac5e-b04c8b2086e5'), Delayed('solve-bd4d990a-f8ab-4f0e-88f2-43fc0d278458'), Delayed('solve-048df9f0-228d-459c-bd04-fdb3cad336d3'), Delayed('solve-a27935b6-b8f0-44e1-8a6a-7cdd23528ccb'), Delayed('solve-cb2f6f36-f00b-4e0b-ad7d-2eb0856de4ed'), Delayed('solve-c6cd7e9f-7baa-4f88-826d-5b1ed1540ca5'), Delayed('solve-edb59d76-7d5f-4973-8527-a191366ab5cd'), Delayed('solve-32e88048-e287-4cad-9252-d33d688d02a8'), Delayed('solve-77b85d65-cc4a-4d6d-b29d-56ad4be27281'), Delayed('solve-fa2ebd33-0916-47f6-9e91-f74d2c4c91c4'), Delayed('solve-71c8c005-1a01-4af6-87de-b12d83177319'), Delayed('solve-775f91e1-52d6-4e48-a86a-724f8fbb6387'), Delayed('solve-9b49991a-0c52-46f9-9458-9e1e0244100c'), Delayed('solve-daa131b3-e362-4ab5-9925-853d0546d646'), Delayed('solve-65c86bae-fee0-4bc6-9476-fb1757c379de'), Delayed('solve-bf92f11f-1287-4146-839c-74a326900584'), Delayed('solve-f4b5011a-9016-4abc-8030-37d68ea0df36'), Delayed('solve-227e2323-3dc0-483f-9203-089e03db3414'), Delayed('solve-8e15c297-d8f7-43a6-b2b6-e411a7b79378'), Delayed('solve-721a7727-2f33-43de-83af-b0b1c8d94461'), Delayed('solve-36470430-9148-4f36-a44f-c56326d81d41'), Delayed('solve-6c08ae80-75d9-4454-bb0b-7ad97878396d'), Delayed('solve-17290696-fd37-4295-bedc-b2d1f8f91160'), Delayed('solve-fc54fafd-06ca-4400-a972-66c8a8318683'), Delayed('solve-6e0b2e70-8870-4cee-baae-76aa6d480092'), Delayed('solve-935f776d-a93c-40da-9648-b80e7d7fa3c2'), Delayed('solve-35596f4a-e3ed-405f-a6a5-d51512c45e7d'), Delayed('solve-53dd05bb-96fc-4313-a1b1-34f85919ca5b'), Delayed('solve-9c370bf4-620d-476f-ad18-52f5896bdfc2'), Delayed('solve-0699df01-e2ef-4ce2-8df8-3ac09ad5cac6'), Delayed('solve-4b65755e-a4cc-4a3b-808a-06428d5f35e6'), Delayed('solve-827bfcc8-c149-4918-a20d-d601c7991e53'), Delayed('solve-2747b56a-231f-4149-8b12-f9d7afd981ca'), Delayed('solve-7c32db12-6afd-4753-bceb-7b24610e6738'), Delayed('solve-17e63c9f-0486-4757-a040-02bfc6e0eb3b'), Delayed('solve-6fd4867f-6dee-4ace-8b7a-4cc200c1b76a'), Delayed('solve-448915d0-f818-448f-94f5-506d43fb65b8'), Delayed('solve-ba0f6b0a-69ba-4495-90ae-7a7347b28961'), Delayed('solve-950e9f83-8bde-4a56-859d-5b7f5ac61621'), Delayed('solve-fb16d075-2841-46b6-b313-26da2dbb2006'), Delayed('solve-d7f6e562-f598-408d-8178-3a16e2e83973'), Delayed('solve-ae1a9ee7-4fed-4739-8b72-9cc9985bfd78'), Delayed('solve-ef27ca41-43b5-4735-9940-c147c8998b72'), Delayed('solve-15dd0b13-d30e-41bd-806d-2c77a3e6c774'), Delayed('solve-34c18e0b-b67b-438e-9b2b-3d26bd1fc521'), Delayed('solve-c8beb4fa-3fcd-4200-aac5-4c97680aab3e'), Delayed('solve-96171d35-ec6b-4056-ac9d-7f872dc37485'), Delayed('solve-45339943-3869-4f5c-8e5e-b88b2de26868'), Delayed('solve-0e2da607-d670-4f70-bfbb-40018e50887f'), Delayed('solve-95745f3d-b175-4135-89c8-413fc9d685f7'), Delayed('solve-e0915ebf-2462-41a8-9edf-b52510c2e8b4'), Delayed('solve-31ced5a6-383b-41cd-89d0-f6fae395e5dd'), Delayed('solve-6f5b9ba0-840b-4639-86ea-be6cc203657a'), Delayed('solve-9b1bb879-1829-475a-8550-4cb4e147d1ae'), Delayed('solve-58aeeadc-de0e-4af9-9664-14866f642821'), Delayed('solve-ab561e35-f893-430e-9e0f-5df031ecc889'), Delayed('solve-f94471da-3a4c-4de3-a3a3-26804dd6a6c4'), Delayed('solve-761e9fc8-9c23-4008-be5f-bd9956cb5411'), Delayed('solve-85730f00-6731-4859-946a-9a7ba3f6975b'), Delayed('solve-b4f07ee2-d590-47cd-bea4-396910e7d161'), Delayed('solve-ebfd286b-53e1-43f4-a755-fb2c1478d59f'), Delayed('solve-f1fa0054-e3f0-4984-b203-de5cf2946c0a'), Delayed('solve-3a221137-f5bd-4307-b9f6-d8cca82222cb'), Delayed('solve-03cd5700-8cd8-4422-9980-f924d9208816'), Delayed('solve-4b35feca-db04-43c0-9164-906904654423'), Delayed('solve-0ff5a2d4-6a86-41ef-9def-48a6b7950ca7'), Delayed('solve-0df9d000-cd39-4810-b3f5-0d86674634a0'), Delayed('solve-bba3b561-9411-46bc-94d3-d303607c3f21'), Delayed('solve-9349e195-89b4-4385-b927-f3e8299a0d19'), Delayed('solve-cf4c6c2c-3ef0-4a84-af15-0a0352807b3a'), Delayed('solve-1248aadd-af17-4147-9ab1-51f96e3997f6'), Delayed('solve-550d0aae-58a8-48ed-a40c-8a3127ea55d0'), Delayed('solve-9d9cd09f-0b9d-4e89-ba50-11a63cabf0fc'), Delayed('solve-75ad23f8-6644-4aa4-9646-cdc48c0dcd40'), Delayed('solve-42d3b440-8157-48d9-a3ce-e4f911cc41ad'), Delayed('solve-a1d18389-2fa7-44a3-8f97-79ff039f8c34'), Delayed('solve-8ac680a0-61c3-423d-841b-10740286b657'), Delayed('solve-9d261141-c52b-40fe-b664-65da13d9832c'), Delayed('solve-27970366-dcd3-4b2b-9988-7340e90e1b46'), Delayed('solve-2b835b8f-8089-49d1-844d-a33371854cb5'), Delayed('solve-46399ceb-3622-48e6-838e-bcf84f06d49a'), Delayed('solve-5eca576a-24c2-457a-acac-8d4599173eb1'), Delayed('solve-f82e387e-285c-4a47-a03f-102f41513a0f'), Delayed('solve-314c7068-58e6-4943-8ccc-e2e7d8f531f1'), Delayed('solve-4626389c-16b6-4d98-ae44-93508461fa50'), Delayed('solve-1d44327f-100a-4d73-a39d-516f767de233'), Delayed('solve-645643c1-24eb-4411-a21b-1a295cba8d37'), Delayed('solve-0b3186d0-1c1c-4bec-a950-7ec29e3e3333'), Delayed('solve-138335eb-fed7-489a-a699-6efe60c4901f'), Delayed('solve-2f8a5610-88d3-4df6-b68b-44bfde081776'), Delayed('solve-021ea216-284f-49b4-bf75-a6fbb117099b'), Delayed('solve-dae1fdc7-b99d-49dc-93fe-2d0337f9770c'), Delayed('solve-447b08a5-6df7-4a0a-9448-09c68714665b'), Delayed('solve-41557fcd-a44d-452e-9c62-8618ca2ebde2'), Delayed('solve-cd7673e6-501f-4a7d-b302-2266c924c8c5'), Delayed('solve-e57de143-24a9-4c36-9b0e-0eac1215e5c0'), Delayed('solve-b7f00c3e-0c0a-4dd5-b35e-e53066cb46e6'), Delayed('solve-48ffcd10-32b4-4519-958f-67e636815389'), Delayed('solve-bc877e84-8bc0-4aa7-b273-3830b71e1935'), Delayed('solve-dbe6d84f-92f5-4f83-94c1-ce1bd21c6134'), Delayed('solve-faa1d420-6750-4360-b326-9f868534eb3a'), Delayed('solve-45bc2394-5a06-446f-8deb-4665bc4311cf'), Delayed('solve-111edd26-a90b-429d-b4cc-0a4792043506'), Delayed('solve-ab3fec9b-afc1-448a-a6c0-48c2ed36e066'), Delayed('solve-af2f0ad6-2b83-4db3-ab04-539144aab5ca'), Delayed('solve-2a61f64c-9eef-4b89-9522-495cc4132dab'), Delayed('solve-dd0ede59-ad5a-4209-a3db-debab0adaf9e'), Delayed('solve-805949a5-1563-47c8-ad8e-aa95274387b4'), Delayed('solve-1367e392-b3e0-46d6-9057-74b8eafe2e6f'), Delayed('solve-37d638ba-c3e9-41b9-8f4f-e91a86e30e8d'), Delayed('solve-e651d9dc-4735-43d5-866c-e7f7ecf5bec0'), Delayed('solve-e4ccba45-5896-4d8b-a77c-f8ff805e1d70'), Delayed('solve-71be1adb-ac68-45b4-a3f0-1b595f918a5c'), Delayed('solve-3ec8e222-31e4-47b2-b886-ee5be3b4e8d8'), Delayed('solve-2302ca0e-a2db-4f2c-91b4-1075cffd32c4'), Delayed('solve-1373d171-0bc6-4f61-8726-d04c6ece20ec'), Delayed('solve-e2aaaf1e-03e2-4679-ba4b-e148c752cd28'), Delayed('solve-5075e7e8-61ec-4ddb-a2d7-63435c501679'), Delayed('solve-55d51ab4-0a18-4e39-8909-185972094c8b'), ...]
arrays = [da.from_delayed(coef['A'][:], # Construct a small Dask array
dtype=acoef['A'][:].dtype,
shape=acoef['A'][:].shape)
for coef in coefs]
arrays
[dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, 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shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, dask.array<from-value, shape=(29,), dtype=float64, chunksize=(29,)>, ...]
stack = da.stack(arrays, axis=0) # Stack all small Dask arrays into one
stack
dask.array<stack, shape=(124902, 29), dtype=float64, chunksize=(1, 29)>
%%time
amps = stack.compute()
m2amp = amps[:,0].reshape((int(n/nsub),int(m/nsub)))
%matplotlib inline
import matplotlib.pyplot as plt
plt.figure(figsize=(12,8))
plt.pcolormesh(m2amp)
plt.colorbar()
plt.title('M2 Elevation Amplitude');