Index: example/DEC07266.DAT
===================================================================
--- example/DEC07266.DAT	(revision 6ce1a29dc8e701636ca6ebe68ca86ec4c06c0020)
+++ example/DEC07266.DAT	(revision 6ce1a29dc8e701636ca6ebe68ca86ec4c06c0020)
@@ -0,0 +1,16403 @@
+FILE: Dec07266.SA2_LP _P557   CREATED: Thu, Jul 24, 2014 9:15:11 AM
+LABEL: 2350Hz Tan Scatt 14m mixed sample                           
+MON CNT   LAMBDA (A)  DET_OFF(cm)   DET_DIST(m)   TRANS   THICK(cm)
+1e+08  6       15     14.547     0.22305     1
+BCENT(X,Y)   A1(mm)   A2(mm)   A1A2DIST(m)   DL/L   BSTOP(mm)   DET_TYP  
+94.7  63.04  38    12.7    15.727    0.124    76.2    ORNL  
+SAM: Dec07266.SA2_LP _P557
+BGD: DEC07039.SA2_LP_P330,
+EMP: DEC07135.SA2_LP_P426,
+DIV: PLEX_02NOV2007_NG7.DIV,
+MASK: DEFAULT_NOV2007.MASK,
+ABS Parameters (3-6): TSTAND=1;DSTAND=1;IZERO=1.8617;XSECT=1;SDEV=0.005291
+Average Choices: AVTYPE=QxQy_ASCII;SAVE=Yes;NAME=Auto;PLOT=Yes;
+
+*** Data written from ABS folder and may not be a fully corrected data file ***
+Data columns are Qx - Qy - I(Qx,Qy) - err(I) - Qz - SigmaQ_parall - SigmaQ_perp - fSubS(beam stop shadow)
+Error wave is properly propagated through all reduction steps 8/2011
+ASCII data created Thu, Jul 24, 2014 9:15:11 AM
+
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+-0.0049298466	0.023375396	79.26722	52.941277	0.0002725306	0.0013749079	0.00077617203	1
+-0.004570011	0.023375431	102.36811	56.293957	0.00027089883	0.0013718475	0.00077636447	1
+-0.0042101736	0.023375465	96.307411	56.291359	0.00026939067	0.0013690232	0.00077656051	1
+-0.0038503346	0.023375496	106.44071	57.933102	0.00026800612	0.0013664364	0.00077675999	1
+-0.0034904943	0.023375524	91.518227	54.584835	0.00026674519	0.0013640882	0.00077696267	1
+-0.0031306529	0.023375548	125.58292	61.050289	0.00026560787	0.0013619798	0.0007771682	1
+-0.0027708104	0.023375573	90.595734	54.583012	0.00026459419	0.0013601121	0.00077737641	1
+-0.0024109667	0.023375591	88.249939	54.945312	0.0002637041	0.001358486	0.000777587	1
+-0.0020511223	0.023375608	125.45565	61.047592	0.00026293765	0.0013571022	0.00077779969	1
+-0.0016912771	0.023375623	119.63757	59.514389	0.00026229481	0.0013559612	0.00077801413	1
+-0.0013314313	0.023375634	128.35284	62.530224	0.0002617756	0.0013550635	0.00077823002	1
+-0.0009715851	0.023375643	109.25729	57.927261	0.00026138002	0.0013544093	0.00077844708	1
+-0.00061173853	0.023375649	137.43791	62.531624	0.00026110804	0.0013539989	0.00077866495	1
+-0.00025189173	0.023375653	156.14124	66.744446	0.0002609597	0.0013538323	0.00077888335	1
+0.00010795517	0.023375655	97.591751	56.406258	0.00026093496	0.0013539094	0.00077910192	1
+0.00046780202	0.023375651	96.389923	54.577412	0.00026103386	0.0013542299	0.00077932031	1
+0.00082764868	0.023375647	159.76562	69.374352	0.00026125638	0.0013547934	0.00077953824	1
+0.0011874951	0.02337564	116.5265	59.623837	0.00026160254	0.0013555996	0.0007797553	1
+0.001547341	0.023375629	99.923737	59.833904	0.00026207231	0.0013566477	0.00077997125	1
+0.0019071865	0.023375615	134.14552	62.523746	0.00026266568	0.001357937	0.00078018574	1
+0.0022670312	0.023375599	160.76814	68.070374	0.00026338271	0.0013594668	0.00078039849	1
+0.0026268752	0.02337558	144.07501	65.366814	0.00026422332	0.0013612359	0.00078060915	1
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+0.0033465601	0.023375534	79.984573	52.79076	0.00026627543	0.0013654877	0.00078102312	1
+0.003706401	0.023375507	77.207291	52.789215	0.00026748693	0.0013679679	0.00078122586	1
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+0.0047859149	0.023375411	146.29063	65.361382	0.00027186307	0.0013768083	0.00078181422	1
+0.0051457495	0.023375371	95.871674	56.268982	0.00027356899	0.0013802162	0.00078200293	1
+0.0055055823	0.02337533	213.54063	76.630928	0.00027539855	0.0013838519	0.00078218762	1
+0.0058654132	0.023375288	140.74808	65.356117	0.0002773517	0.0013877132	0.00078236812	1
+0.0062252423	0.023375241	78.867424	53.290966	0.00027942847	0.0013917984	0.00078254432	1
+0.006585069	0.023375191	35.093887	42.808369	0.00028162883	0.0013961053	0.00078271597	1
+0.0069448934	0.023375141	78.621521	52.914322	0.0002839528	0.0014006317	0.00078288297	1
+0.0073047155	0.023375085	111.91664	61.343498	0.00028640035	0.0014053758	0.00078304525	1
+0.0076645347	0.023375027	88.529625	56.919132	0.0002889715	0.001410335	0.0007832027	1
+0.0080243507	0.023374967	100.3662	57.901466	0.00029166625	0.0014155069	0.00078335532	1
+0.0083841654	0.023374904	153.32121	68.048538	0.00029448461	0.0014208895	0.00078350288	1
+0.0087439753	0.023374839	118.57809	61.016174	0.00029742654	0.0014264802	0.00078364549	1
+0.0091037834	0.02337477	89.579628	56.609428	0.00030049204	0.0014322767	0.00078378309	1
+0.0094635878	0.023374699	114.30727	61.012688	0.00030368112	0.0014382763	0.00078391563	1
+0.0098233894	0.023374625	87.315742	54.551655	0.00030699381	0.0014444764	0.00078404311	1
+0.010183186	0.023374548	90.070229	56.378349	0.00031043004	0.0014508747	0.00078416558	1
+0.01054298	0.02337447	64.210358	48.959934	0.00031398988	0.0014574684	0.00078428298	1
+0.010902771	0.023374386	60.081902	49.362862	0.00031767326	0.001464255	0.0007843955	1
+0.011262557	0.023374302	104.88199	59.474903	0.00032148018	0.0014712318	0.000784503	1
+0.011622339	0.023374215	96.720932	56.376217	0.00032541069	0.0014783962	0.00078460568	1
+0.011982118	0.023374123	96.807014	48.965504	0.00032946476	0.0014857454	0.00078470353	1
Index: example/DEC07267.DAT
===================================================================
--- example/DEC07267.DAT	(revision 6ce1a29dc8e701636ca6ebe68ca86ec4c06c0020)
+++ example/DEC07267.DAT	(revision 6ce1a29dc8e701636ca6ebe68ca86ec4c06c0020)
@@ -0,0 +1,16403 @@
+FILE: Dec07267.SA2_LP _P558   CREATED: Thu, Jul 24, 2014 9:11:19 AM
+LABEL: 2350Hz Rad Scatt 14m mixed sample                           
+MON CNT   LAMBDA (A)  DET_OFF(cm)   DET_DIST(m)   TRANS   THICK(cm)
+1e+08  6       15     14.547     0.87239     0.1
+BCENT(X,Y)   A1(mm)   A2(mm)   A1A2DIST(m)   DL/L   BSTOP(mm)   DET_TYP  
+94.7  63.04  38    12.7    15.727    0.124    76.2    ORNL  
+SAM: Dec07267.SA2_LP _P558
+BGD: DEC07039.SA2_LP_P330,
+EMP: DEC07138.SA2_LP_P429,
+DIV: PLEX_02NOV2007_NG7.DIV,
+MASK: DEFAULT_NOV2007.MASK,
+ABS Parameters (3-6): TSTAND=1;DSTAND=1;IZERO=51.25;XSECT=1;SDEV=0.30265
+Average Choices: AVTYPE=QxQy_ASCII;SAVE=Yes;NAME=Auto;PLOT=Yes;
+
+*** Data written from ABS folder and may not be a fully corrected data file ***
+Data columns are Qx - Qy - I(Qx,Qy) - err(I) - Qz - SigmaQ_parall - SigmaQ_perp - fSubS(beam stop shadow)
+Error wave is properly propagated through all reduction steps 8/2011
+ASCII data created Thu, Jul 24, 2014 9:11:19 AM
+
+-0.033700924	-0.022313826	20.209991	15.485017	0.00078030553	0.002224667	0.00078542152	1
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+-0.032982308	-0.022314314	9.3082075	12.761409	0.00075741921	0.0021970333	0.0007854703	1
+-0.032622986	-0.022314554	10.999227	13.639123	0.00074616069	0.0021833114	0.00078549422	1
+-0.032263648	-0.022314792	15.730721	14.478785	0.00073502521	0.0021696547	0.0007855178	1
+-0.031904299	-0.022315027	11.505077	13.367644	0.00072401285	0.0021560644	0.00078554096	1
+-0.031544939	-0.022315258	10.073761	12.761391	0.00071312359	0.0021425416	0.00078556372	1
+-0.031185569	-0.022315489	16.98354	14.992325	0.0007023575	0.0021290877	0.00078558613	1
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+-0.030466795	-0.02231594	15.818889	15.234119	0.00068119471	0.0021023913	0.00078562938	1
+-0.030107392	-0.022316162	2.3744738	10.112365	0.00067079801	0.0020891516	0.00078565028	1
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+-0.029388554	-0.022316597	13.142879	14.197605	0.00065037422	0.0020628965	0.00078569027	1
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+-0.02399601	-0.022319529	26.160576	17.274849	0.00051290845	0.0018766609	0.00078588235	1
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+-0.020399893	-0.022321153	35.095673	19.588837	0.0004366799	0.0017649063	0.00078583794	1
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+-0.017882174	-0.022322135	37.050728	19.587975	0.0003906629	0.0016938277	0.00078567484	1
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+-0.016803052	-0.022322517	34.526234	19.22613	0.00037279323	0.0016653875	0.00078556186	1
+-0.016443335	-0.022322638	38.901115	20.287893	0.00036708364	0.001656194	0.00078551762	1
+-0.016083609	-0.022322757	44.556625	20.960079	0.00036149754	0.0016471478	0.00078547001	1
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+-0.015364144	-0.022322988	53.982048	22.537243	0.00035069586	0.0016295066	0.00078536395	1
+-0.015004402	-0.022323098	43.906013	20.959572	0.00034548028	0.0016209164	0.00078530534	1
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+-0.014284904	-0.022323312	36.732822	19.586456	0.00033541967	0.0016042091	0.00078517635	1
+-0.013925147	-0.022323417	49.278877	22.087454	0.00033057464	0.0015960968	0.0007851058	1
+-0.013565386	-0.022323517	43.935619	21.604507	0.00032585318	0.0015881485	0.00078503106	1
+-0.013205619	-0.022323616	47.56818	21.605953	0.00032125521	0.001580367	0.00078495208	1
+-0.012845848	-0.022323711	43.687172	20.958473	0.00031678082	0.0015727544	0.00078486872	1
+-0.012486072	-0.022323804	50.866516	22.230927	0.00031242997	0.0015653131	0.00078478095	1
+-0.012126291	-0.022323893	53.79287	22.534969	0.00030820267	0.0015580456	0.00078468863	1
+-0.011766507	-0.022323981	57.365795	23.576406	0.00030409891	0.0015509545	0.00078459171	1
+-0.011406719	-0.022324067	52.507088	22.229801	0.00030011873	0.001544042	0.00078449008	1
+-0.011046926	-0.022324149	54.960926	23.286924	0.00029626212	0.0015373104	0.0007843838	1
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+-0.0049299547	-0.022325143	151.31192	35.223515	0.00024960848	0.0014527448	0.00078184734	1
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+0.00010795753	-0.022325391	201.22815	39.625645	0.00023801209	0.0014297278	0.00077897188	1
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+0.00082766684	-0.022325383	137.93633	34.295506	0.00023833352	0.0014300934	0.00077854242	1
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+0.003706401	0.023375507	121.16882	29.205599	0.00026748693	0.0013679679	0.00078122586	1
+0.0040662405	0.023375478	144.97984	30.844193	0.00026882201	0.0013706825	0.00078142545	1
+0.0044260784	0.023375444	130.686	30.084078	0.00027028073	0.0013736298	0.00078162161	1
+0.0047859149	0.023375411	118.43787	28.293587	0.00027186307	0.0013768083	0.00078181422	1
+0.0051457495	0.023375371	95.9403	26.621471	0.00027356899	0.0013802162	0.00078200293	1
+0.0055055823	0.02337533	95.307587	26.110321	0.00027539855	0.0013838519	0.00078218762	1
+0.0058654132	0.023375288	107.37613	27.586609	0.0002773517	0.0013877132	0.00078236812	1
+0.0062252423	0.023375241	115.28579	27.586586	0.00027942847	0.0013917984	0.00078254432	1
+0.006585069	0.023375191	123.44139	29.645245	0.00028162883	0.0013961053	0.00078271597	1
+0.0069448934	0.023375141	86.597046	25.213034	0.0002839528	0.0014006317	0.00078288297	1
+0.0073047155	0.023375085	103.01654	27.345226	0.00028640035	0.0014053758	0.00078304525	1
+0.0076645347	0.023375027	77.34549	23.974611	0.0002889715	0.001410335	0.0007832027	1
+0.0080243507	0.023374967	93.035835	26.106976	0.00029166625	0.0014155069	0.00078335532	1
+0.0083841654	0.023374904	86.847687	25.734493	0.00029448461	0.0014208895	0.00078350288	1
+0.0087439753	0.023374839	113.92599	28.416513	0.00029742654	0.0014264802	0.00078364549	1
+0.0091037834	0.02337477	72.25779	23.843287	0.00030049204	0.0014322767	0.00078378309	1
+0.0094635878	0.023374699	57.660793	21.587975	0.00030368112	0.0014382763	0.00078391563	1
+0.0098233894	0.023374625	100.10268	26.607122	0.00030699381	0.0014444764	0.00078404311	1
+0.010183186	0.023374548	62.156818	22.211485	0.00031043004	0.0014508747	0.00078416558	1
+0.01054298	0.02337447	79.681091	24.398642	0.00031398988	0.0014574684	0.00078428298	1
+0.010902771	0.023374386	56.222897	21.437147	0.00031767326	0.001464255	0.0007843955	1
+0.011262557	0.023374302	71.065475	24.252308	0.00032148018	0.0014712318	0.000784503	1
+0.011622339	0.023374215	65.422165	22.373276	0.00032541069	0.0014783962	0.00078460568	1
+0.011982118	0.023374123	48.916698	17.464722	0.00032946476	0.0014857454	0.00078470353	1
Index: example/fit.py
===================================================================
--- example/fit.py	(revision 6ce1a29dc8e701636ca6ebe68ca86ec4c06c0020)
+++ example/fit.py	(revision 6ce1a29dc8e701636ca6ebe68ca86ec4c06c0020)
@@ -0,0 +1,169 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+import sys
+from bumps.names import *
+from sasmodels import bumps_model as sas
+
+""" IMPORT THE DATA USED """
+radial_data = sas.load_data('DEC07267.DAT')
+sas.set_beam_stop(radial_data, 0.00669, outer=0.025)
+sas.set_top(radial_data, -.0185)
+
+tan_data = sas.load_data('DEC07266.DAT')
+sas.set_beam_stop(tan_data, 0.00669, outer=0.025)
+sas.set_top(tan_data, -.0185)
+#sas.set_half(tan_data, 'right')
+
+name = "ellipsoid" if len(sys.argv) < 2 else sys.argv[1]
+section = "radial" if len(sys.argv) < 3 else sys.argv[2]
+data = radial_data if section is not "tangent" else tan_data
+kernel = sas.load_model(name, dtype="single")
+cutoff = 1e-3
+
+if name == "ellipsoid":
+    model = sas.BumpsModel(data, kernel,
+    scale=0.08,
+    rpolar=15, requatorial=800,
+    sld=.291, solvent_sld=7.105,
+    background=0,
+    theta=90, phi=0,
+    theta_pd=15, theta_pd_n=40, theta_pd_nsigma=3,
+    rpolar_pd=0.222296, rpolar_pd_n=1, rpolar_pd_nsigma=0,
+    requatorial_pd=.000128, requatorial_pd_n=1, requatorial_pd_nsigma=0,
+    phi_pd=0, phi_pd_n=20, phi_pd_nsigma=3,
+    )
+
+
+    # SET THE FITTING PARAMETERS
+    #model.rpolar.range(15, 1000)
+    #model.requatorial.range(15, 1000)
+    #model.theta_pd.range(0, 360)
+    #model.background.range(0,1000)
+    model.scale.range(0, 10)
+
+
+elif name == "lamellar":
+    model = sas.BumpsModel(data, kernel,
+    scale=0.08,
+    thickness=19.2946,
+    sld=5.38,sld_sol=7.105,
+    background=0.003,
+    thickness_pd= 0.37765, thickness_pd_n=10, thickness_pd_nsigma=3,
+    )
+
+    # SET THE FITTING PARAMETERS
+    #model.thickness.range(0, 1000)
+    #model.scale.range(0, 1)
+    #model.thickness_pd.range(0, 1000)
+    #model.background.range(0, 1000)
+    model.sld.range(0, 1)
+
+
+elif name == "cylinder":
+    """
+    pars = dict(scale=0.0023, radius=92.5, length=798.3,
+        sld=.29, solvent_sld=7.105, background=5,
+        theta=0, phi=0,
+        theta_pd=22.11, theta_pd_n=5, theta_pd_nsigma=3,
+        radius_pd=.0084, radius_pd_n=10, radius_pd_nsigma=3,
+        length_pd=0.493, length_pd_n=10, length_pd_nsigma=3,
+        phi_pd=0, phi_pd_n=5, phi_pd_nsigma=3,)
+        """
+    pars = dict(
+        scale=.01, background=35,
+        sld=.291, solvent_sld=5.77, 
+        radius=250, length=178, 
+        theta=90, phi=0,
+        radius_pd=0.1, radius_pd_n=5, radius_pd_nsigma=3,
+        length_pd=0.1,length_pd_n=5, length_pd_nsigma=3,
+        theta_pd=10, theta_pd_n=50, theta_pd_nsigma=3,
+        phi_pd=0, phi_pd_n=10, phi_pd_nsigma=3)
+    model = sas.BumpsModel(data, kernel, **pars)
+
+    # SET THE FITTING PARAMETERS
+    model.radius.range(1, 500)
+    model.length.range(1, 5000)
+    model.theta.range(-90,100)
+    model.theta_pd.range(0, 30)
+    model.theta_pd_n = model.theta_pd + 5
+    model.radius_pd.range(0, 1)
+    model.length_pd.range(0, 2)
+    model.scale.range(0, 10)
+    model.background.range(0, 100)
+
+
+elif name == "core_shell_cylinder":
+    model = sas.BumpsModel(data, kernel,
+    scale= .031, radius=19.5, thickness=30, length=22,
+    core_sld=7.105, shell_sld=.291, solvent_sld=7.105,
+    background=0, theta=0, phi=0,
+
+    radius_pd=0.26, radius_pd_n=10, radius_pd_nsigma=3,
+    length_pd=0.26, length_pd_n=10, length_pd_nsigma=3,
+    thickness_pd=1, thickness_pd_n=1, thickness_pd_nsigma=1,
+    theta_pd=1, theta_pd_n=10, theta_pd_nsigma=3,
+    phi_pd=0.1, phi_pd_n=1, phi_pd_nsigma=1,
+    )
+
+    # SET THE FITTING PARAMETERS
+    #model.radius.range(115, 1000)
+    #model.length.range(0, 2500)
+    #model.thickness.range(18, 38)
+    #model.thickness_pd.range(0, 1)
+    #model.phi.range(0, 90)
+    #model.radius_pd.range(0, 1)
+    #model.length_pd.range(0, 1)
+    #model.theta_pd.range(0, 360)
+    #model.background.range(0,5)
+    model.scale.range(0, 1)
+
+
+
+elif name == "capped_cylinder":
+    model = sas.BumpsModel(data, kernel,
+    scale=.08, radius=20, cap_radius=40, length=400,
+    sld_capcyl=1, sld_solv=6.3,
+    background=0, theta=0, phi=0,
+    radius_pd=.1, radius_pd_n=5, radius_pd_nsigma=3,
+    cap_radius_pd=.1, cap_radius_pd_n=5, cap_radius_pd_nsigma=3,
+    length_pd=.1, length_pd_n=1, length_pd_nsigma=0,
+    theta_pd=.1, theta_pd_n=1, theta_pd_nsigma=0,
+    phi_pd=.1, phi_pd_n=1, phi_pd_nsigma=0,
+    dtype=dtype)
+
+    model.scale.range(0, 1)
+
+
+elif name == "triaxial_ellipsoid":
+    model = sas.BumpsModel(data, kernel,
+    scale=0.08, req_minor=15, req_major=20, rpolar=500,
+    sldEll=7.105, solvent_sld=.291,
+    background=5, theta=0, phi=0, psi=0,
+    theta_pd=20, theta_pd_n=40, theta_pd_nsigma=3,
+    phi_pd=.1, phi_pd_n=1, phi_pd_nsigma=0,
+    psi_pd=30, psi_pd_n=1, psi_pd_nsigma=0,
+    req_minor_pd=.1, req_minor_pd_n=1, req_minor_pd_nsigma=0,
+    req_major_pd=.1, req_major_pd_n=1, req_major_pd_nsigma=0,
+    rpolar_pd=.1, rpolar_pd_n=1, rpolar_pd_nsigma=0, dtype=dtype)
+
+    # SET THE FITTING PARAMETERS
+    model.req_minor.range(15, 1000)
+    model.req_major.range(15, 1000)
+    #model.rpolar.range(15, 1000)
+    #model.background.range(0,1000)
+    #model.theta_pd.range(0, 360)
+    #model.phi_pd.range(0, 360)
+    #model.psi_pd.range(0, 360)
+
+else:
+    print "No parameters for %s"%name
+    sys.exit(1)
+
+model.cutoff = cutoff
+if section is "both":
+   tan_model = sas.BumpsModel(tan_data, model.model, model.parameters())
+   tan_model.phi = model.phi - 90
+   problem = FitProblem([model, tan_model])
+else:
+   problem = FitProblem(model)
Index: t.py
===================================================================
--- fit.py	(revision abb22f4ee986dc647ba9d8269ba50e48f4b4a0f4)
+++ 	(revision )
@@ -1,169 +1,0 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-
-import sys
-from bumps.names import *
-from sasmodels import bumps_model as sas
-
-""" IMPORT THE DATA USED """
-radial_data = sas.load_data('December/DEC07267.DAT')
-sas.set_beam_stop(radial_data, 0.00669, outer=0.025)
-sas.set_top(radial_data, -.0185)
-
-tan_data = sas.load_data('December/DEC07266.DAT')
-sas.set_beam_stop(tan_data, 0.00669, outer=0.025)
-sas.set_top(tan_data, -.0185)
-#sas.set_half(tan_data, 'right')
-
-name = "ellipsoid" if len(sys.argv) < 2 else sys.argv[1]
-section = "radial" if len(sys.argv) < 3 else sys.argv[2]
-data = radial_data if section is not "tangent" else tan_data
-kernel = sas.load_model(name, dtype="single")
-cutoff = 1e-3
-
-if name == "ellipsoid":
-    model = sas.BumpsModel(data, kernel,
-    scale=0.08,
-    rpolar=15, requatorial=800,
-    sld=.291, solvent_sld=7.105,
-    background=0,
-    theta=90, phi=0,
-    theta_pd=15, theta_pd_n=40, theta_pd_nsigma=3,
-    rpolar_pd=0.222296, rpolar_pd_n=1, rpolar_pd_nsigma=0,
-    requatorial_pd=.000128, requatorial_pd_n=1, requatorial_pd_nsigma=0,
-    phi_pd=0, phi_pd_n=20, phi_pd_nsigma=3,
-    )
-
-
-    # SET THE FITTING PARAMETERS
-    #model.rpolar.range(15, 1000)
-    #model.requatorial.range(15, 1000)
-    #model.theta_pd.range(0, 360)
-    #model.background.range(0,1000)
-    model.scale.range(0, 10)
-
-
-elif name == "lamellar":
-    model = sas.BumpsModel(data, kernel,
-    scale=0.08,
-    thickness=19.2946,
-    sld=5.38,sld_sol=7.105,
-    background=0.003,
-    thickness_pd= 0.37765, thickness_pd_n=10, thickness_pd_nsigma=3,
-    )
-
-    # SET THE FITTING PARAMETERS
-    #model.thickness.range(0, 1000)
-    #model.scale.range(0, 1)
-    #model.thickness_pd.range(0, 1000)
-    #model.background.range(0, 1000)
-    model.sld.range(0, 1)
-
-
-elif name == "cylinder":
-    """
-    pars = dict(scale=0.0023, radius=92.5, length=798.3,
-        sld=.29, solvent_sld=7.105, background=5,
-        theta=0, phi=0,
-        theta_pd=22.11, theta_pd_n=5, theta_pd_nsigma=3,
-        radius_pd=.0084, radius_pd_n=10, radius_pd_nsigma=3,
-        length_pd=0.493, length_pd_n=10, length_pd_nsigma=3,
-        phi_pd=0, phi_pd_n=5, phi_pd_nsigma=3,)
-        """
-    pars = dict(
-        scale=.01, background=35,
-        sld=.291, solvent_sld=5.77, 
-        radius=250, length=178, 
-        theta=90, phi=0,
-        radius_pd=0.1, radius_pd_n=5, radius_pd_nsigma=3,
-        length_pd=0.1,length_pd_n=5, length_pd_nsigma=3,
-        theta_pd=10, theta_pd_n=50, theta_pd_nsigma=3,
-        phi_pd=0, phi_pd_n=10, phi_pd_nsigma=3)
-    model = sas.BumpsModel(data, kernel, **pars)
-
-    # SET THE FITTING PARAMETERS
-    model.radius.range(1, 500)
-    model.length.range(1, 5000)
-    model.theta.range(-90,100)
-    model.theta_pd.range(0, 30)
-    model.theta_pd_n = model.theta_pd + 5
-    model.radius_pd.range(0, 1)
-    model.length_pd.range(0, 2)
-    model.scale.range(0, 10)
-    model.background.range(0, 100)
-
-
-elif name == "core_shell_cylinder":
-    model = sas.BumpsModel(data, kernel,
-    scale= .031, radius=19.5, thickness=30, length=22,
-    core_sld=7.105, shell_sld=.291, solvent_sld=7.105,
-    background=0, theta=0, phi=0,
-
-    radius_pd=0.26, radius_pd_n=10, radius_pd_nsigma=3,
-    length_pd=0.26, length_pd_n=10, length_pd_nsigma=3,
-    thickness_pd=1, thickness_pd_n=1, thickness_pd_nsigma=1,
-    theta_pd=1, theta_pd_n=10, theta_pd_nsigma=3,
-    phi_pd=0.1, phi_pd_n=1, phi_pd_nsigma=1,
-    )
-
-    # SET THE FITTING PARAMETERS
-    #model.radius.range(115, 1000)
-    #model.length.range(0, 2500)
-    #model.thickness.range(18, 38)
-    #model.thickness_pd.range(0, 1)
-    #model.phi.range(0, 90)
-    #model.radius_pd.range(0, 1)
-    #model.length_pd.range(0, 1)
-    #model.theta_pd.range(0, 360)
-    #model.background.range(0,5)
-    model.scale.range(0, 1)
-
-
-
-elif name == "capped_cylinder":
-    model = sas.BumpsModel(data, kernel,
-    scale=.08, radius=20, cap_radius=40, length=400,
-    sld_capcyl=1, sld_solv=6.3,
-    background=0, theta=0, phi=0,
-    radius_pd=.1, radius_pd_n=5, radius_pd_nsigma=3,
-    cap_radius_pd=.1, cap_radius_pd_n=5, cap_radius_pd_nsigma=3,
-    length_pd=.1, length_pd_n=1, length_pd_nsigma=0,
-    theta_pd=.1, theta_pd_n=1, theta_pd_nsigma=0,
-    phi_pd=.1, phi_pd_n=1, phi_pd_nsigma=0,
-    dtype=dtype)
-
-    model.scale.range(0, 1)
-
-
-elif name == "triaxial_ellipsoid":
-    model = sas.BumpsModel(data, kernel,
-    scale=0.08, req_minor=15, req_major=20, rpolar=500,
-    sldEll=7.105, solvent_sld=.291,
-    background=5, theta=0, phi=0, psi=0,
-    theta_pd=20, theta_pd_n=40, theta_pd_nsigma=3,
-    phi_pd=.1, phi_pd_n=1, phi_pd_nsigma=0,
-    psi_pd=30, psi_pd_n=1, psi_pd_nsigma=0,
-    req_minor_pd=.1, req_minor_pd_n=1, req_minor_pd_nsigma=0,
-    req_major_pd=.1, req_major_pd_n=1, req_major_pd_nsigma=0,
-    rpolar_pd=.1, rpolar_pd_n=1, rpolar_pd_nsigma=0, dtype=dtype)
-
-    # SET THE FITTING PARAMETERS
-    model.req_minor.range(15, 1000)
-    model.req_major.range(15, 1000)
-    #model.rpolar.range(15, 1000)
-    #model.background.range(0,1000)
-    #model.theta_pd.range(0, 360)
-    #model.phi_pd.range(0, 360)
-    #model.psi_pd.range(0, 360)
-
-else:
-    print "No parameters for %s"%name
-    sys.exit(1)
-
-model.cutoff = cutoff
-if section is "both":
-   tan_model = sas.BumpsModel(tan_data, model.model, model.parameters())
-   tan_model.phi = model.phi - 90
-   problem = FitProblem([model, tan_model])
-else:
-   problem = FitProblem(model)
