From ace6ec273a48d0ce88e364e51962af5f3d0fdd4a Mon Sep 17 00:00:00 2001 From: "Rolf J. Lorentzen" Date: Mon, 5 Aug 2024 10:24:07 +0200 Subject: [PATCH] pipt tutorial (#67) * Small update to handle ensemble keywords * Added tutorial for pipt * Update README.md * Update README.md --- README.md | 3 +- docs/tutorials/pipt/3D_ESMDA.toml | 39 + docs/tutorials/pipt/Grid.grdecl | 1936 +++++++++++++++++++++++ docs/tutorials/pipt/RUNFILE.mako | 175 ++ docs/tutorials/pipt/Schdl.sch | 26 + docs/tutorials/pipt/jupyter_kernel.png | Bin 0 -> 15057 bytes docs/tutorials/pipt/permx.png | Bin 0 -> 221903 bytes docs/tutorials/pipt/priormean.npz | Bin 0 -> 1872 bytes docs/tutorials/pipt/pvt.txt | 319 ++++ docs/tutorials/pipt/true_data.csv | 10 + docs/tutorials/pipt/tutorial_pipt.ipynb | 783 +++++++++ docs/tutorials/pipt/var.csv | 10 + input_output/read_config.py | 9 +- pipt/loop/ensemble.py | 36 +- pipt/update_schemes/esmda.py | 16 +- simulator/eclipse.py | 4 + 16 files changed, 3351 insertions(+), 15 deletions(-) create mode 100644 docs/tutorials/pipt/3D_ESMDA.toml create mode 100644 docs/tutorials/pipt/Grid.grdecl create mode 100644 docs/tutorials/pipt/RUNFILE.mako create mode 100644 docs/tutorials/pipt/Schdl.sch create mode 100644 docs/tutorials/pipt/jupyter_kernel.png create mode 100644 docs/tutorials/pipt/permx.png create mode 100644 docs/tutorials/pipt/priormean.npz create mode 100644 docs/tutorials/pipt/pvt.txt create mode 100644 docs/tutorials/pipt/true_data.csv create mode 100644 docs/tutorials/pipt/tutorial_pipt.ipynb create mode 100644 docs/tutorials/pipt/var.csv diff --git a/README.md b/README.md index 02680cf..4490877 100644 --- a/README.md +++ b/README.md @@ -67,7 +67,8 @@ python3 -m pip install -e . PET needs to be set up with a configuration file. See the example folder for inspiration. ## Tutorials -A POPT tutorial is found [here](https://github.com/Python-Ensemble-Toolbox/PET/blob/main/docs/tutorials/popt/tutorial_popt.ipynb) +- A POPT tutorial is found [here](https://github.com/Python-Ensemble-Toolbox/PET/blob/main/docs/tutorials/popt/tutorial_popt.ipynb) +- A PIPT tutorial is found [here](https://github.com/Python-Ensemble-Toolbox/PET/blob/main/docs/tutorials/pipt/tutorial_pipt.ipynb) ## Suggested readings: diff --git a/docs/tutorials/pipt/3D_ESMDA.toml b/docs/tutorials/pipt/3D_ESMDA.toml new file mode 100644 index 0000000..3c22e01 --- /dev/null +++ b/docs/tutorials/pipt/3D_ESMDA.toml @@ -0,0 +1,39 @@ +[ensemble] +ne = 50.0 +state = "permx" +prior_permx = [["vario", "sph"], ["mean", "priormean.npz"], ["var", 1.0], ["range", 10.0], ["aniso", 1.0], + ["angle", 0.0], ["grid", [10.0, 10.0, 2.0]]] + +[dataassim] +daalg = ["esmda", "esmda"] +analysis = "approx" +energy = 98.0 +obsvarsave = "yes" +restartsave = "no" +analysisdebug = ["pred_data", "state", "data_misfit", "prev_data_misfit"] +restart = "no" +obsname = "days" + +truedataindex = [400, 800, 1200, 1600, 2000, 2400, 2800, 3200, 3600, 4000] +truedata = "true_data.csv" +assimindex = [0,1,2,3,4,5,6,7,8,9] +datatype = ["WOPR PRO1", "WOPR PRO2", "WOPR PRO3", "WWPR PRO1", "WWPR PRO2", + "WWPR PRO3", "WWIR INJ1", "WWIR INJ2", "WWIR INJ3"] +staticvar = "permx" + +datavar = "var.csv" + +mda = [ ["tot_assim_steps", 3], ['inflation_param', [2, 4, 4]] ] + +[fwdsim] +reporttype = "days" +reportpoint = [400, 800, 1200, 1600, 2000, 2400, 2800, 3200, 3600, 4000] +replace = "yes" +saveforecast = "yes" +sim_limit = 300.0 +rerun = 1 +runfile = "runfile" +datatype = ["WOPR PRO1", "WOPR PRO2", "WOPR PRO3", "WWPR PRO1", "WWPR PRO2", + "WWPR PRO3", "WWIR INJ1", "WWIR INJ2", "WWIR INJ3"] +parallel = 4 +startdate = "1/1/2022" diff --git a/docs/tutorials/pipt/Grid.grdecl b/docs/tutorials/pipt/Grid.grdecl new file mode 100644 index 0000000..17c0611 --- /dev/null +++ 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new file mode 100644 index 0000000..f862215 --- /dev/null +++ b/docs/tutorials/pipt/RUNFILE.mako @@ -0,0 +1,175 @@ +<%! +import numpy as np +%> + +-- *------------------------------------------* +-- * * +-- * base grid model with input parameters * +-- * * +-- *------------------------------------------* +RUNSPEC + +TITLE + INVERTED 5 SPOT MODEL + +--DIMENS +-- NDIVIX NDIVIY NDIVIZ +-- 60 60 5 / + +--BLACKOIL +OIL +WATER +GAS +DISGAS + +METRIC + +TABDIMS +-- NTSFUN NTPVT NSSFUN NPPVT NTFIP NRPVT NTENDP + 1 1 35 30 5 30 1 / + +EQLDIMS +-- NTEQUL NDRXVD NDPRVD + 1 5 100 / + +WELLDIMS +-- NWMAXZ NCWMAX NGMAXZ MWGMAX + 15 15 2 20 / + +VFPPDIMS +-- MXMFLO MXMTHP MXMWFR MXMGFR MXMALQ NMMVFT + 10 10 10 10 1 1 / + +VFPIDIMS +-- MXSFLO MXSTHP NMSVFT + 10 10 1 / + +AQUDIMS +-- MXNAQN MXNAQC NIFTBL NRIFTB NANAQU NCAMAX + 0 0 1 36 2 200/ + +FAULTDIM + 500 / + +START + 01 JAN 2022 / + +NSTACK + 25 / + + +NOECHO + +GRID +INIT + +INCLUDE + '../Grid.grdecl' / +/ + +PERMX +% for i in range(0, len(permx)): +% if permx[i] < 6: +${"%.3f" %(np.exp(permx[i]))} +% else: +${"%.3f" %(np.exp(6))} +% endif +% endfor +/ + +COPY + 'PERMX' 'PERMY' / + 'PERMX' 'PERMZ' / +/ + + +PROPS =============================================================== + +INCLUDE + '../pvt.txt' / +/ + +REGIONS =============================================================== + +ENDBOX + +SOLUTION =============================================================== + + +-- DATUM DATUM OWC OWC GOC GOC RSVD RVVD SOLN +-- DEPTH PRESS DEPTH PCOW DEPTH PCOG TABLE TABLE METH +EQUIL + 2355.00 200.46 3000 0.00 2355.0 0.000 / + + +RPTSOL +'PRES' 'SWAT' / + +RPTRST + BASIC=2 / + + + +SUMMARY ================================================================ + +RUNSUM + + +RPTONLY + +WWIR + 'INJ1' + 'INJ2' + 'INJ3' +/ + +WOPR + 'PRO1' + 'PRO2' + 'PRO3' +/ + +WWPR + 'PRO1' + 'PRO2' + 'PRO3' +/ + +ELAPSED + +SCHEDULE ============================================================= + + +RPTSCHED + 'NEWTON=2' / + +RPTRST + BASIC=2 FIP RPORV / + +------------------- WELL SPECIFICATION DATA -------------------------- + +INCLUDE +'../Schdl.sch' / +/ + + +WCONINJE +'INJ1' WATER 'OPEN' BHP 2* 300/ +'INJ2' WATER 'OPEN' BHP 2* 300/ +'INJ3' WATER 'OPEN' BHP 2* 300/ +/ + +WCONPROD + 'PRO1' 'OPEN' BHP 5* 90 / + 'PRO2' 'OPEN' BHP 5* 90 / + 'PRO3' 'OPEN' BHP 5* 90 / +/ +--------------------- PRODUCTION SCHEDULE ---------------------------- + + + +TSTEP +10*400 / +/ + +END diff --git a/docs/tutorials/pipt/Schdl.sch b/docs/tutorials/pipt/Schdl.sch new file mode 100644 index 0000000..34c51f0 --- /dev/null +++ b/docs/tutorials/pipt/Schdl.sch @@ -0,0 +1,26 @@ + +------------------- WELL SPECIFICATION DATA -------------------------- +WELSPECS +INJ1 G 1 1 2357 WATER 1* STD 1* 1* 1* / +INJ2 G 5 1 2357 WATER 1* STD 1* 1* 1* / +INJ3 G 10 1 2357 WATER 1* STD 1* 1* 1* / +PRO1 G 1 10 2357 WATER 1* STD 1* 1* 1* / +PRO2 G 5 10 2357 WATER 1* STD 1* 1* 1* / +PRO3 G 10 10 2357 WATER 1* STD 1* 1* 1* / +/ + +COMPDAT +INJ1 1 1 1 1 OPEN 1* 1* 0.15 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zZhUw*awwdaR}8X{K6yZ20F%(PSPA*cnQc$-^vryMjP*2M*Dk)0Li_b4gNd<|!CFT^T0>z6n5(`p+ zd<`Q51078rg<1u&0T;v-0uG}zC ZMi7Zo9R_%_f-6Br21W*JpyYor4*(};a+m-B literal 0 HcmV?d00001 diff --git a/docs/tutorials/pipt/pvt.txt b/docs/tutorials/pipt/pvt.txt new file mode 100644 index 0000000..145fdce --- /dev/null +++ b/docs/tutorials/pipt/pvt.txt @@ -0,0 +1,319 @@ +-- +-- Water +SWFN + 0.000000 0.000000 0.000000 + 0.006819 0.003554 0.000000 + 0.027091 0.013908 0.000000 + 0.060263 0.025952 0.000000 + 0.105430 0.044108 0.000000 + 0.161359 0.068765 0.000000 + 0.226526 0.101539 0.000000 + 0.299152 0.145360 0.000000 + 0.377257 0.193942 0.000000 + 0.458710 0.244954 0.000000 + 0.541290 0.308844 0.000000 + 0.622743 0.394668 0.000000 + 0.700848 0.491067 0.000000 + 0.773474 0.593135 0.000000 + 0.838641 0.699496 0.000000 + 0.894570 0.800074 0.000000 + 0.939737 0.888146 0.000000 + 0.972909 0.949655 0.000000 + 0.993181 0.987216 0.000000 + 1.000000 1.000000 0.000000 +/ +-- Oil +SOF3 + 0.000000 0.000000 0.000000 + 0.006819 0.000686 0.002515 + 0.027091 0.002746 0.013164 + 0.060263 0.006794 0.034361 + 0.105430 0.014497 0.067229 + 0.161359 0.026915 0.112035 + 0.226526 0.045924 0.168322 + 0.299152 0.073425 0.235001 + 0.377257 0.111978 0.310431 + 0.458710 0.166662 0.392506 + 0.541290 0.228933 0.478758 + 0.622743 0.297987 0.566462 + 0.700848 0.383686 0.652753 + 0.773474 0.495582 0.734742 + 0.838641 0.617999 0.809639 + 0.894570 0.732288 0.874857 + 0.939737 0.839305 0.928127 + 0.972909 0.926725 0.967580 + 0.993181 0.980640 0.991823 + 1.000000 1.000000 1.000 +/ +-- Gas +SGFN + 0.0 0.0 0.000 + 0.006819 0.000563 0.000 + 0.027091 0.004459 0.000 + 0.060263 0.014794 0.000 + 0.105430 0.034233 0.000 + 0.161359 0.064817 0.000 + 0.226526 0.107814 0.000 + 0.299152 0.163621 0.000 + 0.377257 0.231716 0.000 + 0.458710 0.310676 0.000 + 0.541290 0.398240 0.000 + 0.622743 0.491432 0.000 + 0.700848 0.586727 0.000 + 0.773474 0.680250 0.000 + 0.838641 0.768005 0.000 + 0.894570 0.846100 0.000 + 0.939737 0.910981 0.000 + 0.972909 0.959640 0.000 + 0.993181 0.989789 0.000 + 1.0 1.000000 0.000 +/ + +-- *** G A S D A T A *** +-- BAR (CP) +-- +PVTG +-- + 20.00 0.00002448 0.061895 0.01299 + 0.00001224 0.061810 0.01300 + 0.00000000 0.061725 0.01300 / + 40.00 0.00000628 0.030252 0.01383 + 0.00000314 0.030249 0.01383 + 0.00000000 0.030245 0.01383 / + 60.00 0.00000585 0.019844 0.01450 + 0.00000292 0.019845 0.01450 + 0.00000000 0.019846 0.01449 / + 80.00 0.00000728 0.014686 0.01520 + 0.00000364 0.014689 0.01519 + 0.00000000 0.014692 0.01518 / + 100.00 0.00001017 0.011627 0.01596 + 0.00000509 0.011633 0.01595 + 0.00000000 0.011638 0.01593 / + 120.00 0.00001485 0.009619 0.01682 + 0.00000743 0.009627 0.01679 + 0.00000000 0.009635 0.01676 / + 140.00 0.00002182 0.008213 0.01780 + 0.00001091 0.008224 0.01774 + 0.00000000 0.008235 0.01767 / + 160.00 0.00003155 0.007184 0.01890 + 0.00001577 0.007198 0.01878 + 0.00000000 0.007212 0.01866 / + 197.66 0.00006327 0.005820 0.02160 + 0.00003164 0.005840 0.02122 + 0.00000000 0.005860 0.02086 / + 231.13 0.00010861 0.005042 0.02477 + 0.00005431 0.005061 0.02389 + 0.00000000 0.005082 0.02306 / + 261.31 0.00016781 0.004561 0.02844 + 0.00008391 0.004571 0.02672 + 0.00000000 0.004584 0.02515 / + 288.87 0.00024205 0.004255 0.03272 + 0.00012103 0.004243 0.02976 + 0.00000000 0.004241 0.02711 / + 314.34 0.00033405 0.004062 0.03783 + 0.00016703 0.004017 0.03311 + 0.00000000 0.003990 0.02893 / + 338.20 0.00044866 0.003953 0.04410 + 0.00022433 0.003860 0.03693 + 0.00000000 0.003797 0.03065 / + 360.83 0.00059341 0.003915 0.05210 + 0.00029670 0.003756 0.04150 + 0.00000000 0.003644 0.03227 / + 382.58 0.00077814 0.003947 0.06273 + 0.00038907 0.003698 0.04725 + 0.00000000 0.003518 0.03382 / + 403.60 0.00100943 0.004048 0.07723 + 0.00050471 0.003683 0.05472 + 0.00000000 0.003413 0.03529 / + 423.77 0.00127517 0.004207 0.09631 + 0.00063758 0.003705 0.06418 + 0.00000000 0.003325 0.03664 / +/ + +-- *** O I L D A T A *** + +-- RSO PRESSURE B-OIL VISCOSITY +-- (BAR) (CP) +PVTO +-- + 19.6 20.00 1.12324 0.96519 + 55.00 1.11698 1.03237 + 90.00 1.11127 1.10051 + 125.00 1.10602 1.16942 + 160.00 1.10119 1.23890 + 195.00 1.09672 1.30876 + 230.00 1.09256 1.37884 + 265.00 1.08868 1.44899 + 300.00 1.08504 1.51908 + 335.00 1.08164 1.58903 + 370.00 1.07843 1.65876 / + + 31.5 40.00 1.15981 0.85738 + 75.00 1.15288 0.91402 + 110.00 1.14657 0.97137 + 145.00 1.14079 1.02927 + 180.00 1.13546 1.08759 + 215.00 1.13053 1.14617 + 250.00 1.12595 1.20488 + 285.00 1.12168 1.26360 + 320.00 1.11768 1.32224 + 355.00 1.11394 1.38073 + 390.00 1.11042 1.43898 / + + 42.4 60.00 1.191 0.7868 + 95.00 1.184 0.8364 + 130.00 1.177 0.8866 + 165.00 1.171 0.9371 + 200.00 1.165 0.9880 + 235.00 1.160 1.0390 + 270.00 1.155 1.0902 + 305.00 1.150 1.1413 + 340.00 1.146 1.1922 + 375.00 1.142 1.2431 + 410.00 1.138 1.2936 / +-- + 53.4 80.00 1.222 0.7175 + 115.00 1.214 0.7608 + 150.00 1.206 0.8045 + 185.00 1.200 0.8485 + 220.00 1.194 0.8928 + 255.00 1.188 0.9371 + 290.00 1.183 0.9815 + 325.00 1.178 1.0258 + 360.00 1.173 1.0700 + 395.00 1.169 1.1141 + 430.00 1.165 1.1579 / +-- + 64.6 100.00 1.252 0.6544 + 135.00 1.244 0.6923 + 170.00 1.236 0.7305 + 205.00 1.229 0.7689 + 240.00 1.222 0.8075 + 275.00 1.216 0.8461 + 310.00 1.211 0.8847 + 345.00 1.205 0.9233 + 380.00 1.200 0.9618 + 415.00 1.196 1.0000 + 450.00 1.191 1.0381 / +-- + 76.3 120.00 1.284 0.5978 + 155.00 1.275 0.6312 + 190.00 1.266 0.6648 + 225.00 1.259 0.6985 + 260.00 1.252 0.7323 + 295.00 1.245 0.7661 + 330.00 1.239 0.7999 + 365.00 1.234 0.8337 + 400.00 1.229 0.8673 + 435.00 1.224 0.9007 + 470.00 1.219 0.9340 / +-- + 88.5 140.00 1.316 0.5477 + 175.00 1.307 0.5749 + 210.00 1.298 0.6020 + 245.00 1.290 0.6290 + 280.00 1.282 0.6559 + 315.00 1.276 0.6827 + 350.00 1.269 0.7095 + 385.00 1.263 0.7362 + 420.00 1.258 0.7629 + 455.00 1.253 0.7895 + 490.00 1.248 0.8161 / +-- + 101.3 160.00 1.350 0.5020 + 195.00 1.340 0.5227 + 230.00 1.331 0.5432 + 265.00 1.322 0.5635 + 300.00 1.314 0.5835 + 335.00 1.307 0.6034 + 370.00 1.300 0.6231 + 405.00 1.294 0.6426 + 440.00 1.288 0.6620 + 475.00 1.283 0.6813 / +-- + 114.7 180.00 1.385 0.4636 + 215.00 1.375 0.4820 + 250.00 1.365 0.5003 + 285.00 1.356 0.5183 + 320.00 1.347 0.5362 + 355.00 1.340 0.5538 + 390.00 1.333 0.5712 + 425.00 1.326 0.5885 + 460.00 1.320 0.6055 + 495.00 1.314 0.6222 / +-- + 128.9 200.00 1.422 0.4290 + 235.00 1.411 0.4455 + 270.00 1.401 0.4618 + 305.00 1.391 0.4779 + 340.00 1.382 0.4938 + 375.00 1.374 0.5096 + 410.00 1.367 0.5252 + 445.00 1.360 0.5406 + 480.00 1.353 0.5558 / +-- + 143.8 220.00 1.461 0.3977 + 255.00 1.449 0.4125 + 290.00 1.438 0.4271 + 325.00 1.428 0.4415 + 360.00 1.419 0.4558 + 395.00 1.410 0.4699 + 430.00 1.402 0.4839 + 465.00 1.395 0.4977 / +-- + 159.5 240.00 1.502 0.3692 + 275.00 1.489 0.3825 + 310.00 1.478 0.3956 + 345.00 1.467 0.4086 + 380.00 1.458 0.4214 + 415.00 1.449 0.4341 + 450.00 1.440 0.4466 + 485.00 1.432 0.4590 / +-- + 184.0 268.79 1.565 0.3324 + 303.79 1.551 0.3438 + 338.79 1.539 0.3551 + 373.79 1.528 0.3663 + 408.79 1.517 0.3774 + 443.79 1.508 0.3883 + 478.79 1.499 0.3991 / +-- + 226.3 306.18 1.679 0.2855 + 341.18 1.664 0.2949 + 376.18 1.650 0.3041 + 411.18 1.637 0.3132 + 446.18 1.625 0.3222 + 481.18 1.614 0.3311 / +-- + 268.6 339.93 1.792 0.2517 + 374.93 1.775 0.2597 + 409.93 1.760 0.2675 + 444.93 1.746 0.2751 + 479.93 1.732 0.2827 / +-- + 310.9 371.44 1.903 0.2265 + 406.44 1.885 0.2333 + 441.44 1.868 0.2401 + 476.44 1.853 0.2468 / +-- + 353.3 401.66 2.013 0.2071 + 436.66 1.993 0.2132 + 471.66 1.975 0.2192 / +/ +-- +--****************************************************** +--* PVT WATER +--****************************************************** +PVTW + 344.83 1.0292 4.002E-05 0.36000 0.00E+00 / + +-------------------------------------------------------- +-- +--P(DATUM) CR +ROCK + 383.0 4.12E-05 / +-- + + +DENSITY + 842.3 1001.1 0.900 / diff --git a/docs/tutorials/pipt/true_data.csv b/docs/tutorials/pipt/true_data.csv new file mode 100644 index 0000000..7b71d33 --- /dev/null +++ b/docs/tutorials/pipt/true_data.csv @@ -0,0 +1,10 @@ +3206.1643,1987.9631,1065.9841,0.13173291,3.8683615e-06,1.1263041e-07,5623.6016,1885.6818,1257.3524 +3266.9717,2012.8158,1047.4318,2.4454727,0.000111172936,2.884899e-06,6115.081,1974.2863,1251.7607 +3289.8975,2104.009,1104.5723,18.57857,0.0014210797,3.2323213e-05,6162.225,2003.3813,1260.366 +3153.4924,2199.685,1172.2677,84.85923,0.01113214,0.00021175515,6067.3267,1989.0044,1247.8177 +2804.8997,2298.32,1227.9575,302.24408,0.06683203,0.0009664455,5910.1406,1955.4485,1228.9327 +2377.446,2370.2407,1263.4275,692.1582,0.32635704,0.0034318906,5794.84,1931.1086,1212.0724 +1959.8289,2413.9614,1283.7205,1123.388,1.2904354,0.01007478,5721.0337,1922.3533,1202.4875 +1585.4658,2429.8596,1294.185,1587.4271,4.191758,0.025624914,5686.736,1923.3035,1197.3948 +1308.9434,2411.0825,1296.4686,2011.7366,11.3020115,0.058260355,5696.123,1937.3766,1200.2947 +1097.5681,2360.5327,1295.3679,2390.4883,25.935778,0.120828636,5716.646,1954.3308,1205.7493 diff --git a/docs/tutorials/pipt/tutorial_pipt.ipynb b/docs/tutorials/pipt/tutorial_pipt.ipynb new file mode 100644 index 0000000..a15ff28 --- /dev/null +++ b/docs/tutorials/pipt/tutorial_pipt.ipynb @@ -0,0 +1,783 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Tutorial for running the Python Inverse Problem Toolbox (PIPT)\n", + "\n", + "As an illustrative example we choose a small 3D-field with three producers and three (water) injectors. The figure below shows the true (data generating) permeability field and the well positions. The grid is 10x10x2, and the porosity is 0.2. The inverse problem is to find the permeability for the reservoir by assimilation produced water and oil and injected water. \n", + "\n", + "\"drawing\"\n", + "
\n", + "The first step is to load neccessary external and local modules. " + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Set width\n", + "from IPython.display import display, HTML\n", + "display(HTML(\"\"))\n", + "\n", + "# Import global modules\n", + "import numpy as np\n", + "from glob import glob\n", + "import os\n", + "import matplotlib.pyplot as plt \n", + "\n", + "# Import local modules\n", + "from pipt.loop.ensemble import Ensemble # this class contains the data\n", + "from pipt.loop.assimilation import Assimilate # this class contains the iterative assimilation loop\n", + "from simulator.multphaseflow.opm import flow # the simulator we want to use\n", + "from input_output import read_config # functions for reading input\n", + "from pipt import pipt_init # script for initializing the module with the data assimilation method \n", + "from plot_objective_function import combined # plot the data mismatch\n", + "from plot_parameters import plot_layer, export_to_grid # plot the parameters\n", + "from plot_data import plot_prod # plot the production data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set the random seed:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "np.random.seed(10) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Remove old results and folders, if present:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "for folder in glob('En_*'):\n", + " shutil.rmtree(folder)\n", + "for file in glob('debug_analysis_step_*'):\n", + " os.remove(file)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Read inputfile. In this tutorial the input file is written as a .toml file, and consists of two main keys: dataassim and fwdsim. The first part contains the options for the data assimilation algorithm and the second part are options related to the forward simulation model. The description of all keys are provided in the printouts of method docstrings below." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ensemble]\r\n", + "ne = 50.0\r\n", + "state = \"permx\"\r\n", + "prior_permx = [[\"vario\", \"sph\"], [\"mean\", \"priormean.npz\"], [\"var\", 1.0], [\"range\", 10.0], [\"aniso\", 1.0],\r\n", + " [\"angle\", 0.0], [\"grid\", [10.0, 10.0, 2.0]]]\r\n", + " \r\n", + "[dataassim]\r\n", + "daalg = [\"esmda\", \"esmda\"]\r\n", + "analysis = \"approx\"\r\n", + "energy = 98.0\r\n", + "obsvarsave = \"yes\"\r\n", + "restartsave = \"no\"\r\n", + "analysisdebug = [\"pred_data\", \"state\", \"data_misfit\", \"prev_data_misfit\"]\r\n", + "restart = \"no\"\r\n", + "obsname = \"days\"\r\n", + "\r\n", + "truedataindex = [400, 800, 1200, 1600, 2000, 2400, 2800, 3200, 3600, 4000]\r\n", + "truedata = \"true_data.csv\"\r\n", + "assimindex = [0,1,2,3,4,5,6,7,8,9]\r\n", + "datatype = [\"WOPR PRO1\", \"WOPR PRO2\", \"WOPR PRO3\", \"WWPR PRO1\", \"WWPR PRO2\",\r\n", + " \"WWPR PRO3\", \"WWIR INJ1\", \"WWIR INJ2\", \"WWIR INJ3\"]\r\n", + "staticvar = \"permx\"\r\n", + "\r\n", + "datavar = \"var.csv\"\r\n", + "\r\n", + "mda = [ [\"tot_assim_steps\", 3], ['inflation_param', [2, 4, 4]] ]\r\n", + "\r\n", + "[fwdsim]\r\n", + "reporttype = \"days\"\r\n", + "reportpoint = [400, 800, 1200, 1600, 2000, 2400, 2800, 3200, 3600, 4000]\r\n", + "replace = \"yes\"\r\n", + "saveforecast = \"yes\"\r\n", + "sim_limit = 300.0\r\n", + "rerun = 1\r\n", + "runfile = \"runfile\"\r\n", + "datatype = [\"WOPR PRO1\", \"WOPR PRO2\", \"WOPR PRO3\", \"WWPR PRO1\", \"WWPR PRO2\",\r\n", + " \"WWPR PRO3\", \"WWIR INJ1\", \"WWIR INJ2\", \"WWIR INJ3\"]\r\n", + "parallel = 4\r\n", + "startdate = \"1/1/2022\"\r\n" + ] + } + ], + "source": [ + "!cat 3D_ESMDA.toml\n", + "kd, kf, ke = read_config.read_toml('3D_ESMDA.toml')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Initialize the simulator with simulator keys." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " The inputs are all optional, but in the same fashion as the other simulators a system must be followed.\n", + " The input_dict can be utilized as a single input. Here all nescessary info is stored. Alternatively,\n", + " if input_dict is not defined, all the other input variables must be defined.\n", + "\n", + " Parameters\n", + " ----------\n", + " input_dict : dict, optional\n", + " Dictionary containing all information required to run the simulator.\n", + "\n", + " - parallel: number of forward simulations run in parallel\n", + " - simoptions: options for the simulations\n", + " - mpi: option to use mpi (always use > 2 cores)\n", + " - sim_path: Path to the simulator\n", + " - sim_flag: Flags sent to the simulator (see simulator documentation for all possibilities)\n", + " - sim_limit: maximum number of seconds a simulation can run before being killed\n", + " - runfile: name of the simulation input file\n", + " - reportpoint: these are the dates the simulator reports results\n", + " - reporttype: this key states that the report poins are given as dates\n", + " - datatype: the data types the simulator reports\n", + "\n", + " filename : str, optional\n", + " Name of the .mako file utilized to generate the ECL input .DATA file. Must be in uppercase for the\n", + " ECL simulator.\n", + "\n", + " options : dict, optional\n", + " Dictionary with options for the simulator.\n", + "\n", + " Returns\n", + " -------\n", + " initial_object : object\n", + " Initial object from the class ecl_100.\n", + " \n" + ] + } + ], + "source": [ + "sim = flow(kf)\n", + "print(flow.__init__.__doc__)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Print the Ensemble options:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Parameters\n", + " ----------\n", + " keys_da : dict\n", + " Options for the data assimilation class\n", + "\n", + " - daalg: spesification of the method, first the main type (e.g., \"enrml\"), then the solver (e.g., \"gnenrml\")\n", + " - analysis: update flavour (\"approx\", \"full\" or \"subspace\")\n", + " - energy: percent of singular values kept after SVD\n", + " - obsvarsave: save the observations as a file (default false)\n", + " - restart: restart optimization from a restart file (default false)\n", + " - restartsave: save a restart file after each successful iteration (defalut false)\n", + " - analysisdebug: specify which class variables to save to the result files\n", + " - truedataindex: order of the simulated data (for timeseries this is points in time)\n", + " - obsname: unit for truedataindex (for timeseries this is days or hours or seconds, etc.)\n", + " - truedata: the data, e.g., provided as a .csv file\n", + " - assimindex: index for the data that will be used for assimilation\n", + " - datatype: list with the name of the datatypes\n", + " - staticvar: name of the static variables\n", + " - datavar: data variance, e.g., provided as a .csv file\n", + "\n", + " keys_en : dict\n", + " Options for the ensemble class\n", + "\n", + " - ne: number of perturbations used to compute the gradient\n", + " - state: name of state variables passed to the .mako file\n", + " - prior_: the prior information the state variables, including mean, variance and variable limits\n", + "\n", + " sim : callable\n", + " The forward simulator (e.g. flow)\n", + " \n" + ] + } + ], + "source": [ + "print(Ensemble.__init__.__doc__)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Example using ESMDA. The input and available options are given below. During assimilation, useful information is written to the screen. The same information is also written to a log-file named pet_logger.log. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[1;33mSingle entry for VARIO will be copied to all 2 layers\u001b[1;m\n", + "\u001b[1;33mSingle entry for VAR will be copied to all 2 layers\u001b[1;m\n", + "\u001b[1;33mSingle entry for ANISO will be copied to all 2 layers\u001b[1;m\n", + "\u001b[1;33mSingle entry for ANGLE will be copied to all 2 layers\u001b[1;m\n", + "\u001b[1;33mSingle entry for RANGE will be copied to all 2 layers\u001b[1;m\n", + "\n", + " The class is initialized by passing the keywords and simulator object upwards in the hierarchy.\n", + "\n", + " Parameters\n", + " ----------\n", + " keys_da['mda']: list\n", + " - tot_assim_steps: total number of iterations in MDA, e.g., 3\n", + " - inflation_param: covariance inflation factors, e.g., [2, 4, 4]\n", + "\n", + " keys_en : dict\n", + "\n", + " sim : callable\n", + "\n", + " References\n", + " ----------\n", + " [1] A. Emerick & A. Reynods, Computers & Geosciences, 55, p. 3-15, 2013\n", + " \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + "Iterations (Obj. func. val: ): 0%| | 0/4 [00:00Plot the data mismatch:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "combined()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the prior and posterior permeability in the upper layer:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "export_to_grid('permx')\n", + "plot_layer('permx', [2, 10, 10])" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WOPR PRO1\n" + ] + }, + { + "data": { + "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_prod()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setting up the .mako file\n", + "The data assimilation relies on a .mako file for writing the current state variables to the flow simulator input. In this case, the flow simulator is opm-flow [opm-projects.org](opm-projects.org), and the input file is provided as a text file (.DATA file). The .mako file is created by replacing the keywords PERMX in the .DATA file with: \n", + " \n", + " PERMX\n", + " % for i in range(0, len(permx)):\n", + " % if permx[i] < 6:\n", + " ${\"%.3f\" %(np.exp(permx[i]))}\n", + " % else:\n", + " ${\"%.3f\" %(np.exp(6))}\n", + " % endif\n", + " % endfor\n", + " /" + ] + }, + { + "attachments": { + "jupyter_kernel.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Running locally\n", + "\n", + "It is recommended to run the notebook from a virtual environment. Follow these steps to run this notebook on your own computer: \n", + " \n", + "*Step 1: Create virtual environment as normal*\n", + "\n", + " python3 -m venv pet_venv\n", + "\n", + "Then activate the environment using:\n", + "\n", + " source pet_venv/bin/activate\n", + "\n", + "*Step 2: Install Jupyter Notebook into virtual environment*\n", + "\n", + " python3 -m pip install ipykernel\n", + "\n", + "*Step 3: Install PET in the virtual environment, see [PET installation](https://github.com/Python-Ensemble-Toolbox/PET)*\n", + " \n", + "*Step 4: Install Plotting in the virtual environment, see [Plotting installation](https://github.com/Python-Ensemble-Toolbox/Plotting)*\n", + "\n", + "*Step 5: Allow Jupyter access to the kernel within the virtual environment*\n", + "\n", + " python3 -m ipykernel install --user --name=pet_venv\n", + "\n", + "Start jupyter notebook, and load tutorial_popt.ipynb (this file). On the jupyter notebook toolbar, select ‘Kernel’ and ‘Change Kernel’. The new kernel is now be available in the list for selection:\n", + " \n", + "![jupyter_kernel.png](attachment:jupyter_kernel.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pet_ecalc_venv", + "language": "python", + "name": "pet_ecalc_venv" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/tutorials/pipt/var.csv b/docs/tutorials/pipt/var.csv new file mode 100644 index 0000000..5e3d97c --- /dev/null +++ b/docs/tutorials/pipt/var.csv @@ -0,0 +1,10 @@ +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 +ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64,ABS,64 diff --git a/input_output/read_config.py b/input_output/read_config.py index 3ec379e..0fcb70c 100644 --- a/input_output/read_config.py +++ b/input_output/read_config.py @@ -354,16 +354,11 @@ def check_mand_keywords_da(keys_da): """Check for mandatory keywords in `DATAASSIM` part, and output error if they are not present""" # Mandatory keywords in DATAASSIM - assert 'ne' in keys_da, 'NE not in DATAASSIM!' assert 'truedataindex' in keys_da, 'TRUEDATAINDEX not in DATAASSIM!' assert 'assimindex' in keys_da, 'ASSIMINDEX not in DATAASSIM!' assert 'truedata' in keys_da, 'TRUEDATA not in DATAASSIM!' - assert 'state' in keys_da, 'STATE not in DATAASSIM!' assert 'datavar' in keys_da, 'DATAVAR not in DATAASSIM!' assert 'obsname' in keys_da, 'OBSNAME not in DATAASSIM!' - if 'importstaticvar' not in keys_da: - assert filter(list(keys_da.keys()), - 'prior_*') != [], 'No PRIOR_ in DATAASSIM' assert 'energy' in keys_da, 'ENERGY not in DATAASSIM!' @@ -378,7 +373,9 @@ def check_mand_keywords_en(keys_en): # Mandatory keywords in ENSEMBLE assert 'ne' in keys_en, 'NE not in ENSEMBLE!' assert 'state' in keys_en, 'STATE not in ENSEMBLE!' - + if 'importstaticvar' not in keys_en: + assert filter(list(keys_en.keys()), + 'prior_*') != [], 'No PRIOR_ in DATAASSIM' def change_file_extension(filename, new_extension): if '.' in filename: diff --git a/pipt/loop/ensemble.py b/pipt/loop/ensemble.py index 93d9a64..f43efb4 100644 --- a/pipt/loop/ensemble.py +++ b/pipt/loop/ensemble.py @@ -28,9 +28,41 @@ class Ensemble(PETEnsemble): """ def __init__(self, keys_da, keys_en, sim): + """ + Parameters + ---------- + keys_da : dict + Options for the data assimilation class + + - daalg: spesification of the method, first the main type (e.g., "enrml"), then the solver (e.g., "gnenrml") + - analysis: update flavour ("approx", "full" or "subspace") + - energy: percent of singular values kept after SVD + - obsvarsave: save the observations as a file (default false) + - restart: restart optimization from a restart file (default false) + - restartsave: save a restart file after each successful iteration (defalut false) + - analysisdebug: specify which class variables to save to the result files + - truedataindex: order of the simulated data (for timeseries this is points in time) + - obsname: unit for truedataindex (for timeseries this is days or hours or seconds, etc.) + - truedata: the data, e.g., provided as a .csv file + - assimindex: index for the data that will be used for assimilation + - datatype: list with the name of the datatypes + - staticvar: name of the static variables + - datavar: data variance, e.g., provided as a .csv file + + keys_en : dict + Options for the ensemble class + + - ne: number of perturbations used to compute the gradient + - state: name of state variables passed to the .mako file + - prior_: the prior information the state variables, including mean, variance and variable limits + + sim : callable + The forward simulator (e.g. flow) + """ + # do the initiallization of the PETensemble - super(Ensemble, self).__init__(keys_da, sim) + super(Ensemble, self).__init__(keys_en, sim) # set logger self.logger = logging.getLogger('PET.PIPT') @@ -91,7 +123,7 @@ def __init__(self, keys_da, keys_en, sim): self.local_analysis = at.init_local_analysis( init=self.keys_da['localanalysis'], state=self.state.keys()) - self.pred_data = [{k: np.zeros((1, self.ne), dtype='float32') for k in self.keys_en['datatype']} + self.pred_data = [{k: np.zeros((1, self.ne), dtype='float32') for k in self.keys_da['datatype']} for _ in self.obs_data] self.cell_index = None # default value for extracting states diff --git a/pipt/update_schemes/esmda.py b/pipt/update_schemes/esmda.py index 52ef288..6ec9bb2 100644 --- a/pipt/update_schemes/esmda.py +++ b/pipt/update_schemes/esmda.py @@ -24,22 +24,26 @@ class esmdaMixIn(Ensemble): illustrate how a algorithm using the Mda loop can be implemented. """ - def __init__(self, keys_da, keys_fwd, sim): + def __init__(self, keys_da, keys_en, sim): """ - The class is initialized by passing the PIPT init. file upwards in the hierarchy to be read and parsed in - `input_output` ... `pipt_init.ReadInitFile`. + The class is initialized by passing the keywords and simulator object upwards in the hierarchy. Parameters ---------- - init_file: str - PIPT init. file containing info. to run the inversion algorithm + keys_da['mda']: list + - tot_assim_steps: total number of iterations in MDA, e.g., 3 + - inflation_param: covariance inflation factors, e.g., [2, 4, 4] + + keys_en : dict + + sim : callable References ---------- [1] A. Emerick & A. Reynods, Computers & Geosciences, 55, p. 3-15, 2013 """ # Pass the init_file upwards in the hierarchy - super().__init__(keys_da, keys_fwd, sim) + super().__init__(keys_da, keys_en, sim) self.prev_data_misfit = None diff --git a/simulator/eclipse.py b/simulator/eclipse.py index 6e653ba..bce166e 100644 --- a/simulator/eclipse.py +++ b/simulator/eclipse.py @@ -49,6 +49,10 @@ def __init__(self, input_dict=None, filename=None, options=None): - reportpoint: these are the dates the simulator reports results - reporttype: this key states that the report poins are given as dates - datatype: the data types the simulator reports + - replace: replace failed simulations with randomly selected successful ones + - rerun: in case of failure, try to rerun the simulator the given number of times + - startdate: simulaton start date + - saveforecast: save the predicted measurements for each iteration filename : str, optional Name of the .mako file utilized to generate the ECL input .DATA file. Must be in uppercase for the