Hi Edward.

After having sleeping on it, I will now change to a hard-coded version.

You will see, that I have some differences from you.

I will also accept, that CR72 can learn from the other similar models.

I cannot see the argument, why this should not be the case?


It looks like this:
------------

# Define recurring lists.
## For CPMG.
MODEL_NEST_LIST_CPMG = [MODEL_NS_CPMG_2SITE_3D,
MODEL_NS_CPMG_2SITE_STAR, MODEL_NS_CPMG_2SITE_EXPANDED, MODEL_B14,
MODEL_CR72]
MODEL_NEST_LIST_CPMG_R20B = [MODEL_NS_CPMG_2SITE_3D_FULL,
MODEL_NS_CPMG_2SITE_STAR_FULL, MODEL_B14_FULL, MODEL_CR72_FULL]
## For R1rho.
MODEL_NEST_LIST_R1RHO_2SITE = [MODEL_MP05, MODEL_TAP03, MODEL_TP02]
MODEL_NEST_LIST_R1RHO_2SITE_FIT_R1 = [MODEL_MP05_FIT_R1,
MODEL_TAP03_FIT_R1, MODEL_TP02_FIT_R1]
MODEL_NEST_LIST_R1RHO_3SITE = [MODEL_NS_R1RHO_3SITE_LINEAR,
MODEL_NS_R1RHO_2SITE]
## For CPMG MMQ.
MODEL_NEST_LIST_MMQ_2SITE = [MODEL_NS_MMQ_2SITE, MODEL_MMQ_CR72, MODEL_CR72]
MODEL_NEST_LIST_MMQ_3SITE = [MODEL_NS_MMQ_3SITE_LINEAR]

# Define order of nesting models for each model.
MODEL_NEST_R2EFF = None
MODEL_NEST_NOREX = None
MODEL_NEST_NOREX_R1RHO = None
MODEL_NEST_NOREX_R1RHO_FIT_R1 = None
MODEL_NEST_LM63 = None
MODEL_NEST_LM63_3SITE = [MODEL_LM63]
MODEL_NEST_CR72 = MODEL_NEST_LIST_CPMG + MODEL_NEST_LIST_CPMG_R20B
MODEL_NEST_CR72_FULL = MODEL_NEST_LIST_CPMG_R20B + MODEL_NEST_LIST_CPMG
MODEL_NEST_IT99 = None
MODEL_NEST_TSMFK01 = None
MODEL_NEST_B14 = MODEL_NEST_LIST_CPMG + MODEL_NEST_LIST_CPMG_R20B
MODEL_NEST_B14_FULL = MODEL_NEST_LIST_CPMG_R20B + MODEL_NEST_LIST_CPMG
MODEL_NEST_M61 = None
MODEL_NEST_M61B = None
MODEL_NEST_DPL94 = None
MODEL_NEST_DPL94_FIT_R1 = None
MODEL_NEST_TP02 = MODEL_NEST_LIST_R1RHO_2SITE
MODEL_NEST_TP02_FIT_R1 = MODEL_NEST_LIST_R1RHO_2SITE_FIT_R1
MODEL_NEST_TAP03 = MODEL_NEST_LIST_R1RHO_2SITE
MODEL_NEST_TAP03_FIT_R1 = MODEL_NEST_LIST_R1RHO_2SITE_FIT_R1
MODEL_NEST_MP05 = MODEL_NEST_LIST_R1RHO_2SITE
MODEL_NEST_MP05_FIT_R1 = MODEL_NEST_LIST_R1RHO_2SITE_FIT_R1
MODEL_NEST_NS_CPMG_2SITE_3D = MODEL_NEST_LIST_CPMG + MODEL_NEST_LIST_CPMG_R20B
MODEL_NEST_NS_CPMG_2SITE_3D_FULL = MODEL_NEST_LIST_CPMG_R20B +
MODEL_NEST_LIST_CPMG
MODEL_NEST_NS_CPMG_2SITE_STAR = MODEL_NEST_LIST_CPMG + MODEL_NEST_LIST_CPMG_R20B
MODEL_NEST_NS_CPMG_2SITE_STAR_FULL = MODEL_NEST_LIST_CPMG_R20B +
MODEL_NEST_LIST_CPMG
MODEL_NEST_NS_CPMG_2SITE_EXPANDED = MODEL_NEST_LIST_CPMG +
MODEL_NEST_LIST_CPMG_R20B
MODEL_NEST_NS_R1RHO_2SITE = MODEL_NEST_LIST_R1RHO_2SITE
MODEL_NEST_NS_R1RHO_2SITE_FIT_R1 = MODEL_NEST_LIST_R1RHO_2SITE_FIT_R1
MODEL_NEST_NS_R1RHO_3SITE = MODEL_NEST_LIST_R1RHO_3SITE +
MODEL_NEST_LIST_R1RHO_2SITE
MODEL_NEST_NS_R1RHO_3SITE_LINEAR = MODEL_NEST_LIST_R1RHO_3SITE +
MODEL_NEST_LIST_R1RHO_2SITE
MODEL_NEST_MMQ_CR72 = MODEL_NEST_LIST_MMQ_2SITE
MODEL_NEST_NS_MMQ_2SITE = MODEL_NEST_LIST_MMQ_2SITE
MODEL_NEST_NS_MMQ_3SITE = MODEL_NEST_LIST_MMQ_3SITE + MODEL_NEST_LIST_MMQ_2SITE
MODEL_NEST_NS_MMQ_3SITE_LINEAR = MODEL_NEST_LIST_MMQ_2SITE

2014-08-19 10:21 GMT+02:00 Edward d'Auvergne <[email protected]>:
> Hi,
>
> Here is a mini-proposal for a special Python dictionary object to help
> with dispersion model nesting:
>
> -----
> class Model_nesting(dict):
>     """Special object for handling model nesting for avoiding the grid
> search."""
>
>     def get_deps(self, model):
>         """Return the dependency list for the given model."""
>
>         return self[model]
>
>
>     def set_deps(self, model, deps=None):
>         """Set the model dependency list for the given model."""
>
>         self[model] = deps
>
>
> MODEL_NESTING = Model_nesting()
> MODEL_NESTING['B14 full'] = ['CR72 full', 'B14', 'CR72']
> -----
>
> The class would be in the specific_analyses.relax_disp.models module
> and the MODEL_NESTING instantiation in the
> specific_analyses.relax_disp.variables module.  This can have error
> checking added and additional methods for manipulating the data added.
> The get_deps() and set_deps() methods are optional for the power user.
> They may be useful if the __getattr__(), __getitem__(), __setattr__(),
> and __setitem__() methods are overridden to allow for better object
> control (see the objects in the data_store package for how this is
> done).  A get_dep() method could be added which accepts the model and
> a list of the currently optimised models and then returns the nested
> model to be used or None, i.e. to implement the model preference.
>
> Or, this could just be a normal Python dictionary rather than a
> special dictionary object.  Such an object could be used by relax
> power users, via scripting, to implement their own relaxation
> dispersion analysis protocol.  But this is just an idea and many
> alternatives exist.
>
> Regards,
>
> Edward
>
>
> On 19 August 2014 10:07, Edward d'Auvergne <[email protected]> wrote:
>> Hi Troels,
>>
>> This continues from
>> http://thread.gmane.org/gmane.science.nmr.relax.scm/22733/, and all
>> the related threads.  For the change of r25060
>> (http://article.gmane.org/gmane.science.nmr.relax.scm/22810), could
>> you please document all cases?  I.e. model x takes its parameters from
>> model y, and then do this for all models.  See the table below for how
>> to document this.  This algorithm really worries me and I strongly
>> think that this development is in the wrong direction.  All models are
>> special cases!  You can't just take any model as the starting point
>> for another.  The following ordering is not a good idea:
>>
>> 1)  EQ_NUMERIC, EQ_SILICO, EQ_ANALYTIC.
>> 2)  Year (from newest).
>> 3)  Number of sites.
>>
>> Models should be rather classified in the following groups:
>>
>> 1)  Parameter nesting (related to 2).  The models should ideally have
>> identical parameter sets.
>> 2)  Fast exchange, slow exchange, very slow exchange, vs. all exchange
>> regimes.  These are mutually exclusive (apart from the last).
>> 3)  The pA >> pB limit - this can never be mixed with the normal pA >
>> pB condition.
>> 4)  Model stability (i.e. stable vs. unstable).
>> 5)  Model accuracy.
>> 6)  Analytic vs. numeric.
>>
>> This is in order of importance.  Part 2) here excludes most
>> combinations of the new algorithm - you cannot mix the models for
>> different mutually exclusive exchange regimes.
>>
>> The one and only aim is for speed by avoiding the grid search,
>> therefore the nested model from which the parameters are copied from
>> must be a good estimate for the solution of the target model.  I would
>> then propose the following table mapping models to nested models for
>> avoiding the grid search.  The order is also the order of
>> optimisation, as you will see from the nested model dependencies.  The
>> proposal is:
>>
>> R2eff                    <- None
>> No Rex                   <- None
>>
>> LM63                     <- None
>> LM63 3-site              <- LM63
>> CR72                     <- None
>> CR72 full                <- CR72
>> IT99                     <- None
>> TSMFK01                  <- None
>> B14                      <- CR72
>> B14 full                 <- CR72 full, B14, CR72
>> NS CPMG 2-site expanded  <- B14, CR72
>> NS CPMG 2-site 3D        <- NS CPMG 2-site expanded, B14, CR72
>> NS CPMG 2-site 3D full   <- B14 full, CR72 full, NS CPMG 2-site
>> expanded, B14, CR72
>> NS CPMG 2-site star      <- NS CPMG 2-site expanded, B14, CR72
>> NS CPMG 2-site star full <- B14 full, CR72 full, NS CPMG 2-site
>> expanded, B14, CR72
>>
>> M61                      <- None
>> M61 skew                 <- None
>> DPL94                    <- None
>> DPL94 R1 fit             <- DPL94
>> TP02                     <- None
>> TP02 R1 fit              <- TP02
>> TAP03                    <- None
>> TAP03 R1 fit             <- TAP03
>> MP05                     <- TAP03, TP02
>> MP05 R1 fit              <- MP05, TAP03, TP02
>> NS R1rho 2-site          <- MP05, TAP03, TP02
>> NS R1rho 2-site R1 fit   <- NS R1rho 2-site, MP05, TAP03, TP02
>> NS R1rho 3-site linear   <- NS R1rho 2-site, MP05, TAP03, TP02
>> NS R1rho 3-site          <- NS R1rho 3-site linear, NS R1rho 2-site,
>> MP05, TAP03, TP02
>>
>> MMQ CR72                 <- None
>> NS MMQ 2-site            <- MMQ CR72
>> NS MMQ 3-site linear     <- NS MMQ 2-site, MMQ CR72
>> NS MMQ 3-site            <- NS MMQ 3-site linear, NS MMQ 2-site, MMQ CR72
>>
>> In the second column, the list of models indicate importance.  For
>> example for the 'B14 full' model, the 'CR72 full' model is the first
>> preference.  If that model has not been optimised, then B14 is used.
>> And if B14 is missing, the fall back is to CR72.  If none of these
>> models have been optimised, the grid search will be performed.  In
>> this case, 'CR72 full' is preferred as it has perfect parameter
>> nesting - all parameters of 'B14 full' are found in 'CR72 full'.  The
>> B14 and CR72 are fallbacks - here R20A and R20B are copied from R20 so
>> they start optimisation as R20A == R20B.  Hence 'CR72 full' whereby
>> R20A != R20B is a much better starting point as R20A and R20B have
>> been optimised to different values.  But the large model instability
>> in 'CR72 full' might make the user want to start with 'B14'.
>>
>> For the '* R1 fit' models, this nesting is of little interest in
>> experimental cases, as you either measure R1 data or not (measuring it
>> is always preferable for model stability).  Some people who have
>> measured R1 data might still be interested in what will if R1 is
>> nevertheless optimised, so that nesting could be of use.
>>
>> This nesting table is complete as far as I can tell.  Some of this
>> nesting could be still argued to be wrong, for example TP02 with pA <<
>> pB as a starting point.  I would not use any other nesting for fear of
>> creating a very bad optimisation starting position.  The table is very
>> easy to extend for new models as well.  But because of model
>> instability, the user may wish to change this nesting.
>>
>> Regards,
>>
>> Edward
>>
>>
>>
>>
>>
>>
>>
>>
>>
>> On 18 August 2014 18:11, Edward d'Auvergne <[email protected]> wrote:
>>> Hi Troels,
>>>
>>> I will continue from your last post in the triplet thread at
>>> http://thread.gmane.org/gmane.science.nmr.relax.scm/22737.  I have
>>> copied and pasted your message below:
>>>
>>> On 18 August 2014 17:17, Troels Emtekær Linnet <[email protected]> 
>>> wrote:
>>>> I will remove the nesting of IT99, since it also worried me.
>>>
>>> I would also suggest removing TSMFK01, TAP03, M61, M61 skew, and DPL94.
>>>
>>>
>>>> But do you really intent to stay on the argument that nesting should
>>>> always be from CR72?
>>>
>>> No, we need a 3rd solution for this.
>>>
>>>
>>>> What if the model pipe for B14 is available.
>>>> Or from NS CPMG 2-site expanded ?
>>>
>>> We could, for example, have a list of nested models.  For example for
>>> the NS CPMG 2-site expanded model, the list would be [MODEL_B41,
>>> MODEL_CR72].  It used B14 first, but switches to CR72 if B14 is not
>>> available.  This is easy to hardcode in a dictionary (or special
>>> Python dictionary object) and hardcode into a table in the manual.
>>>
>>> For all of the numeric CPMG models, which should be optimised after
>>> the analytic models in all cases so that model nesting can be useful
>>> for speed, I would suggest using B14 and then CR72.  But if you have
>>> fast exchange, then the LM63 model is far better for these models than
>>> B14 or CR72, however the parameters are not nested.  There are
>>> infinite parameter combinations of the numeric models which give the
>>> same parameter values as LM63.
>>>
>>> For the R1rho models, a similar logic would be used.  MP05 replaces
>>> B14, and TP02 replaces CR72.  The BK13 model will also need to be
>>> considered in the future (https://gna.org/support/?3155).  DPL94
>>> replaces LM63 for the fast vs. slow exchange problem, but then you
>>> also have the infinite parameter combination problem.
>>>
>>> Note that the infinite parameter combination problem is actually a
>>> major issue affecting the optimisation of all numeric models when the
>>> exchange is fast, but that no one talks about this!
>>>
>>>
>>>> Is this issue rather related how to sort the models first?
>>>
>>> This is an important issue which requires knowledge of the nesting, as
>>> I mentioned previously.  Our understanding of the models themselves
>>> and our logic based on experiment is far more useful for determining
>>> model nesting and the order in which they should be optimised.  This
>>> is why a hardcoded solution is very powerful.
>>>
>>> Regards,
>>>
>>> Edward
>>>
>>>
>>>
>>> On 12 August 2014 10:54,  <[email protected]> wrote:
>>>> Author: tlinnet
>>>> Date: Tue Aug 12 10:54:36 2014
>>>> New Revision: 24983
>>>>
>>>> URL: http://svn.gna.org/viewcvs/relax?rev=24983&view=rev
>>>> Log:
>>>> Added meta information about equation type.
>>>>
>>>> The models are dividided into: analytic, silico or numeric.
>>>>
>>>> sr #3135(https://gna.org/support/?3135): Optimisation of the R1 relaxation 
>>>> rate for the off-resonance R1rho relaxation dispersion models.
>>>>
>>>> Modified:
>>>>     branches/R1_fitting/specific_analyses/relax_disp/variables.py
>>>>     
>>>> branches/R1_fitting/test_suite/unit_tests/_specific_analyses/_relax_disp/test_variables.py
>>>>
>>>> Modified: branches/R1_fitting/specific_analyses/relax_disp/variables.py
>>>> URL: 
>>>> http://svn.gna.org/viewcvs/relax/branches/R1_fitting/specific_analyses/relax_disp/variables.py?rev=24983&r1=24982&r2=24983&view=diff
>>>> ==============================================================================
>>>> --- branches/R1_fitting/specific_analyses/relax_disp/variables.py       
>>>> (original)
>>>> +++ branches/R1_fitting/specific_analyses/relax_disp/variables.py       
>>>> Tue Aug 12 10:54:36 2014
>>>> @@ -59,6 +59,12 @@
>>>>  """The list of all dispersion experiment types."""
>>>>
>>>>
>>>> +# Model equation types. Either analytic, silico or numeric.
>>>> +EQ_ANALYTIC = 'analytic'
>>>> +EQ_NUMERIC = 'numeric'
>>>> +EQ_SILICO = 'silico'
>>>> +
>>>> +
>>>>  # The model names, parameters, and descriptions.
>>>>  MODEL_R2EFF = 'R2eff'
>>>>  MODEL_DESC_R2EFF = "The model for determining the R2eff/R1rho values from 
>>>> peak intensities."
>>>> @@ -67,6 +73,7 @@
>>>>  MODEL_YEAR_R2EFF = 1950
>>>>  MODEL_EXP_TYPE_R2EFF = EXP_TYPE_R2EFF
>>>>  MODEL_SITES_R2EFF = None
>>>> +MODEL_EQ_R2EFF = EQ_ANALYTIC
>>>>
>>>>  MODEL_NOREX = 'No Rex'
>>>>  MODEL_DESC_NOREX = "The model for no chemical exchange relaxation."
>>>> @@ -75,6 +82,7 @@
>>>>  MODEL_YEAR_NOREX = 1951
>>>>  MODEL_EXP_TYPE_NOREX = EXP_TYPE_NOREX
>>>>  MODEL_SITES_NOREX = 1
>>>> +MODEL_EQ_NOREX = EQ_ANALYTIC
>>>>
>>>>  MODEL_NOREX_R1RHO = "No_Rex_R1rho_off_res"
>>>>  MODEL_DESC_NOREX_R1RHO = "The model for no chemical exchange relaxation, 
>>>> for R1rho off resonance models."
>>>> @@ -83,6 +91,7 @@
>>>>  MODEL_YEAR_NOREX_R1RHO = 1952
>>>>  MODEL_EXP_TYPE_NOREX_R1RHO = EXP_TYPE_NOREX_R1RHO
>>>>  MODEL_SITES_NOREX_R1RHO = 1
>>>> +MODEL_EQ_NOREX_R1RHO = EQ_ANALYTIC
>>>>
>>>>  MODEL_NOREX_R1RHO_FIT_R1 = "%s_fit_r1"%MODEL_NOREX_R1RHO
>>>>  MODEL_DESC_NOREX_R1RHO_FIT_R1 = "The model for no chemical exchange 
>>>> relaxation, for R1rho off resonance models, where R1 is fitted."
>>>> @@ -91,6 +100,7 @@
>>>>  MODEL_YEAR_NOREX_R1RHO_FIT_R1 = 1953
>>>>  MODEL_EXP_TYPE_NOREX_R1RHO_FIT_R1 = EXP_TYPE_NOREX_R1RHO
>>>>  MODEL_SITES_NOREX_R1RHO_FIT_R1 = 1
>>>> +MODEL_EQ_NOREX_R1RHO_FIT_R1 = EQ_ANALYTIC
>>>>
>>>>  MODEL_LM63 = 'LM63'
>>>>  MODEL_DESC_LM63 = "The Luz and Meiboom (1963) 2-site fast exchange model 
>>>> for SQ-CPMG experiments."
>>>> @@ -98,6 +108,7 @@
>>>>  MODEL_YEAR_LM63 = 1963
>>>>  MODEL_EXP_TYPE_LM63 = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_LM63 = 2
>>>> +MODEL_EQ_LM63 = EQ_ANALYTIC
>>>>
>>>>  MODEL_LM63_3SITE = 'LM63 3-site'
>>>>  MODEL_DESC_LM63_3SITE = "The Luz and Meiboom (1963) 3-site fast exchange 
>>>> model for SQ-CPMG experiments."
>>>> @@ -105,6 +116,7 @@
>>>>  MODEL_YEAR_LM63_3SITE = 1963
>>>>  MODEL_EXP_TYPE_LM63_3SITE = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_LM63_3SITE = 3
>>>> +MODEL_EQ_LM63_3SITE = EQ_ANALYTIC
>>>>
>>>>  MODEL_CR72 = 'CR72'
>>>>  MODEL_DESC_CR72 = "The reduced Carver and Richards (1972) 2-site model 
>>>> for all time scales for SQ-CPMG experiments, whereby the simplification 
>>>> R20A = R20B is assumed."
>>>> @@ -112,6 +124,7 @@
>>>>  MODEL_YEAR_CR72 = 1972
>>>>  MODEL_EXP_TYPE_CR72 = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_CR72 = 2
>>>> +MODEL_EQ_CR72 = EQ_ANALYTIC
>>>>
>>>>  MODEL_CR72_FULL = 'CR72 full'
>>>>  MODEL_DESC_CR72_FULL = "The full Carver and Richards (1972) 2-site model 
>>>> for all time scales for SQ-CPMG experiments."
>>>> @@ -119,6 +132,7 @@
>>>>  MODEL_YEAR_CR72_FULL = 1972
>>>>  MODEL_EXP_TYPE_CR72_FULL = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_CR72_FULL = 2
>>>> +MODEL_EQ_CR72_FULL = EQ_ANALYTIC
>>>>
>>>>  MODEL_IT99 = 'IT99'
>>>>  MODEL_DESC_IT99 = "The Ishima and Torchia (1999) 2-site CPMG model for 
>>>> all time scales for SQ-CPMG experiments, with skewed populations (pA >> 
>>>> pB)."
>>>> @@ -126,6 +140,7 @@
>>>>  MODEL_YEAR_IT99 = 1999
>>>>  MODEL_EXP_TYPE_IT99 = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_IT99 = 2
>>>> +MODEL_EQ_IT99 = EQ_ANALYTIC
>>>>
>>>>  MODEL_TSMFK01 = 'TSMFK01'
>>>>  MODEL_DESC_TSMFK01 = "The Tollinger et al. (2001) 2-site very-slow 
>>>> exchange model for SQ-CPMG experiments."
>>>> @@ -133,6 +148,7 @@
>>>>  MODEL_YEAR_TSMFK01 = 2001
>>>>  MODEL_EXP_TYPE_TSMFK01 = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_TSMFK01 = 2
>>>> +MODEL_EQ_TSMFK01 = EQ_ANALYTIC
>>>>
>>>>  MODEL_B14 = 'B14'
>>>>  MODEL_DESC_B14 = "The Baldwin (2014) 2-site CPMG exact solution model for 
>>>> all time scales for SQ-CPMG experiments, whereby the simplification R20A = 
>>>> R20B is assumed."
>>>> @@ -140,6 +156,7 @@
>>>>  MODEL_YEAR_B14 = 2014
>>>>  MODEL_EXP_TYPE_B14 = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_B14 = 2
>>>> +MODEL_EQ_B14 = EQ_ANALYTIC
>>>>
>>>>  MODEL_B14_FULL = 'B14 full'
>>>>  MODEL_DESC_B14_FULL = "The Baldwin (2014) 2-site CPMG exact solution 
>>>> model for all time scales for SQ-CPMG experiments."
>>>> @@ -147,6 +164,7 @@
>>>>  MODEL_YEAR_B14_FULL = 2014
>>>>  MODEL_EXP_TYPE_B14_FULL = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_B14_FULL = 2
>>>> +MODEL_EQ_B14_FULL = EQ_ANALYTIC
>>>>
>>>>  MODEL_M61 = 'M61'
>>>>  MODEL_DESC_M61 = "The Meiboom (1961) on-resonance 2-site fast exchange 
>>>> model for R1rho-type experiments."
>>>> @@ -154,6 +172,7 @@
>>>>  MODEL_YEAR_M61 = 1961
>>>>  MODEL_EXP_TYPE_M61 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_M61 = 2
>>>> +MODEL_EQ_M61 = EQ_ANALYTIC
>>>>
>>>>  MODEL_M61B = 'M61 skew'
>>>>  MODEL_DESC_M61B = "The Meiboom (1961) on-resonance 2-site model for 
>>>> R1rho-type experiments, with skewed populations (pA >> pB)."
>>>> @@ -161,6 +180,7 @@
>>>>  MODEL_YEAR_M61B = 1961
>>>>  MODEL_EXP_TYPE_M61B = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_M61B = 2
>>>> +MODEL_EQ_M61B = EQ_ANALYTIC
>>>>
>>>>  MODEL_DPL94 = 'DPL94'
>>>>  """The R1rho 2-site fast exchange model of Davis, Perlman and London 
>>>> (1994)."""
>>>> @@ -169,6 +189,7 @@
>>>>  MODEL_YEAR_DPL94 = 1994
>>>>  MODEL_EXP_TYPE_DPL94 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_DPL94 = 2
>>>> +MODEL_EQ_DPL94 = EQ_ANALYTIC
>>>>
>>>>  MODEL_DPL94_FIT_R1 = "%s_fit_r1"%MODEL_DPL94
>>>>  """The R1rho 2-site fast exchange model of Davis, Perlman and London 
>>>> (1994), where R1 is fitted."""
>>>> @@ -177,6 +198,7 @@
>>>>  MODEL_YEAR_DPL94_FIT_R1 = 1994
>>>>  MODEL_EXP_TYPE_DPL94_FIT_R1 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_DPL94_FIT_R1 = 2
>>>> +MODEL_EQ_DPL94_FIT_R1 = EQ_ANALYTIC
>>>>
>>>>  MODEL_TP02 = 'TP02'
>>>>  MODEL_DESC_TP02 = "The Trott and Palmer (2002) off-resonance 2-site model 
>>>> for R1rho-type experiments."
>>>> @@ -184,6 +206,7 @@
>>>>  MODEL_YEAR_TP02 = 2002
>>>>  MODEL_EXP_TYPE_TP02 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_TP02 = 2
>>>> +MODEL_EQ_TP02 = EQ_ANALYTIC
>>>>
>>>>  MODEL_TP02_FIT_R1 = "%s_fit_r1"%MODEL_TP02
>>>>  MODEL_DESC_TP02_FIT_R1 = "The Trott and Palmer (2002) off-resonance 
>>>> 2-site model for R1rho-type experiments, where R1 is fitted."
>>>> @@ -191,6 +214,7 @@
>>>>  MODEL_YEAR_TP02_FIT_R1 = 2002
>>>>  MODEL_EXP_TYPE_TP02_FIT_R1 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_TP02_FIT_R1 = 2
>>>> +MODEL_EQ_TP02_FIT_R1 = EQ_ANALYTIC
>>>>
>>>>  MODEL_TAP03 = 'TAP03'
>>>>  MODEL_DESC_TAP03 = "The Trott, Abergel and Palmer (2003) off-resonance 
>>>> 2-site model for R1rho-type experiments."
>>>> @@ -198,6 +222,7 @@
>>>>  MODEL_YEAR_TAP03 = 2003
>>>>  MODEL_EXP_TYPE_TAP03 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_TAP03 = 2
>>>> +MODEL_EQ_TAP03 = EQ_ANALYTIC
>>>>
>>>>  MODEL_TAP03_FIT_R1 = "%s_fit_r1"%MODEL_TAP03
>>>>  MODEL_DESC_TAP03_FIT_R1 = "The Trott, Abergel and Palmer (2003) 
>>>> off-resonance 2-site model for R1rho-type experiments, where R1 is fitted."
>>>> @@ -205,6 +230,7 @@
>>>>  MODEL_YEAR_TAP03_FIT_R1 = 2003
>>>>  MODEL_EXP_TYPE_TAP03_FIT_R1 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_TAP03_FIT_R1 = 2
>>>> +MODEL_EQ_TAP03_FIT_R1 = EQ_ANALYTIC
>>>>
>>>>  MODEL_MP05 = 'MP05'
>>>>  """The R1rho 2-site off-resonance exchange model of Miloushev and Palmer 
>>>> (2005)."""
>>>> @@ -213,6 +239,7 @@
>>>>  MODEL_YEAR_MP05 = 2005
>>>>  MODEL_EXP_TYPE_MP05 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_MP05 = 2
>>>> +MODEL_EQ_MP05 = EQ_ANALYTIC
>>>>
>>>>  MODEL_MP05_FIT_R1 = "%s_fit_r1"%MODEL_MP05
>>>>  """The R1rho 2-site off-resonance exchange model of Miloushev and Palmer 
>>>> (2005)."""
>>>> @@ -221,6 +248,7 @@
>>>>  MODEL_YEAR_MP05_FIT_R1 = 2005
>>>>  MODEL_EXP_TYPE_MP05_FIT_R1 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_MP05_FIT_R1 = 2
>>>> +MODEL_EQ_MP05_FIT_R1 = EQ_ANALYTIC
>>>>
>>>>
>>>>  # The Numerical model names.
>>>> @@ -230,6 +258,7 @@
>>>>  MODEL_YEAR_NS_CPMG_2SITE_3D = 2004
>>>>  MODEL_EXP_TYPE_NS_CPMG_2SITE_3D = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_NS_CPMG_2SITE_3D = 2
>>>> +MODEL_EQ_NS_CPMG_2SITE_3D = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_CPMG_2SITE_3D_FULL = 'NS CPMG 2-site 3D full'
>>>>  MODEL_DESC_NS_CPMG_2SITE_3D_FULL = "The full numerical solution for the 
>>>> 2-site Bloch-McConnell equations using 3D magnetisation vectors for SQ 
>>>> CPMG experiments."
>>>> @@ -237,6 +266,7 @@
>>>>  MODEL_YEAR_NS_CPMG_2SITE_3D_FULL = 2004
>>>>  MODEL_EXP_TYPE_NS_CPMG_2SITE_3D_FULL = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_NS_CPMG_2SITE_3D_FULL = 2
>>>> +MODEL_EQ_NS_CPMG_2SITE_3D_FULL = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_CPMG_2SITE_STAR = 'NS CPMG 2-site star'
>>>>  MODEL_DESC_NS_CPMG_2SITE_STAR = "The numerical reduced solution for the 
>>>> 2-site Bloch-McConnell equations using complex conjugate matrices for SQ 
>>>> CPMG experiments, whereby the simplification R20A = R20B is assumed."
>>>> @@ -244,6 +274,7 @@
>>>>  MODEL_YEAR_NS_CPMG_2SITE_STAR = 2004
>>>>  MODEL_EXP_TYPE_NS_CPMG_2SITE_STAR = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_NS_CPMG_2SITE_STAR = 2
>>>> +MODEL_EQ_NS_CPMG_2SITE_STAR = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_CPMG_2SITE_STAR_FULL = 'NS CPMG 2-site star full'
>>>>  MODEL_DESC_NS_CPMG_2SITE_STAR_FULL = "The full numerical solution for the 
>>>> 2-site Bloch-McConnell equations using complex conjugate matrices for SQ 
>>>> CPMG experiments."
>>>> @@ -251,6 +282,7 @@
>>>>  MODEL_YEAR_NS_CPMG_2SITE_STAR_FULL = 2004
>>>>  MODEL_EXP_TYPE_NS_CPMG_2SITE_STAR_FULL = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_NS_CPMG_2SITE_STAR_FULL = 2
>>>> +MODEL_EQ_NS_CPMG_2SITE_STAR_FULL = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_CPMG_2SITE_EXPANDED = 'NS CPMG 2-site expanded'
>>>>  MODEL_DESC_NS_CPMG_2SITE_EXPANDED = "The numerical solution for the 
>>>> 2-site Bloch-McConnell equations for SQ CPMG experiments, expanded using 
>>>> Maple by Nikolai Skrynnikov."
>>>> @@ -258,6 +290,7 @@
>>>>  MODEL_YEAR_NS_CPMG_2SITE_EXPANDED = 2001
>>>>  MODEL_EXP_TYPE_NS_CPMG_2SITE_EXPANDED = EXP_TYPE_CPMG_SQ
>>>>  MODEL_SITES_NS_CPMG_2SITE_EXPANDED = 2
>>>> +MODEL_EQ_NS_CPMG_2SITE_EXPANDED = EQ_SILICO
>>>>
>>>>  MODEL_NS_R1RHO_2SITE = 'NS R1rho 2-site'
>>>>  MODEL_DESC_NS_R1RHO_2SITE = "The reduced numerical solution for the 
>>>> 2-site Bloch-McConnell equations using 3D magnetisation vectors for 
>>>> R1rho-type experiments, whereby the simplification R20A = R20B is assumed."
>>>> @@ -265,6 +298,7 @@
>>>>  MODEL_YEAR_NS_R1RHO_2SITE = 2005
>>>>  MODEL_EXP_TYPE_NS_R1RHO_2SITE = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_NS_R1RHO_2SITE = 2
>>>> +MODEL_EQ_NS_R1RHO_2SITE = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_R1RHO_2SITE_FIT_R1 = "%s_fit_r1"%MODEL_NS_R1RHO_2SITE
>>>>  MODEL_DESC_NS_R1RHO_2SITE_FIT_R1 = "The reduced numerical solution for 
>>>> the 2-site Bloch-McConnell equations using 3D magnetisation vectors for 
>>>> R1rho-type experiments, whereby the simplification R20A = R20B is assumed, 
>>>> and where R1 is fitted."
>>>> @@ -272,6 +306,7 @@
>>>>  MODEL_YEAR_NS_R1RHO_2SITE_FIT_R1 = 2005
>>>>  MODEL_EXP_TYPE_NS_R1RHO_2SITE_FIT_R1 = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_NS_R1RHO_2SITE_FIT_R1 = 2
>>>> +MODEL_EQ_NS_R1RHO_2SITE_FIT_R1 = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_R1RHO_3SITE = 'NS R1rho 3-site'
>>>>  MODEL_DESC_NS_R1RHO_3SITE = "The numerical solution for the 3-site 
>>>> Bloch-McConnell equations using 3D magnetisation vectors for R1rho-type 
>>>> experiments, whereby the simplification R20A = R20B = R20C is assumed."
>>>> @@ -279,6 +314,7 @@
>>>>  MODEL_YEAR_NS_R1RHO_3SITE = 2005
>>>>  MODEL_EXP_TYPE_NS_R1RHO_3SITE = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_NS_R1RHO_3SITE = 3
>>>> +MODEL_EQ_NS_R1RHO_3SITE = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_R1RHO_3SITE_LINEAR = 'NS R1rho 3-site linear'
>>>>  MODEL_DESC_NS_R1RHO_3SITE_LINEAR = "The numerical solution for the 3-site 
>>>> Bloch-McConnell equations using 3D magnetisation vectors for R1rho-type 
>>>> experiments, linearised with kAC = kCA = 0 and whereby the simplification 
>>>> R20A = R20B = R20C is assumed."
>>>> @@ -286,6 +322,7 @@
>>>>  MODEL_YEAR_NS_R1RHO_3SITE_LINEAR = 2005
>>>>  MODEL_EXP_TYPE_NS_R1RHO_3SITE_LINEAR = EXP_TYPE_R1RHO
>>>>  MODEL_SITES_NS_R1RHO_3SITE_LINEAR = 3
>>>> +MODEL_EQ_NS_R1RHO_3SITE_LINEAR = EQ_NUMERIC
>>>>
>>>>  # The multi-quantum data model names.
>>>>  MODEL_MMQ_CR72 = 'MMQ CR72'
>>>> @@ -294,6 +331,7 @@
>>>>  MODEL_YEAR_MMQ_CR72 = 2004
>>>>  MODEL_EXP_TYPE_MMQ_CR72 = EXP_TYPE_CPMG_MMQ
>>>>  MODEL_SITES_MMQ_CR72 = 2
>>>> +MODEL_EQ_MMQ_CR72 = EQ_ANALYTIC
>>>>
>>>>  MODEL_NS_MMQ_2SITE = 'NS MMQ 2-site'
>>>>  MODEL_DESC_NS_MMQ_2SITE = "The reduced numerical solution for the 2-site 
>>>> Bloch-McConnell equations for MMQ CPMG experiments, whereby the 
>>>> simplification R20A = R20B is assumed."
>>>> @@ -301,6 +339,7 @@
>>>>  MODEL_YEAR_NS_MMQ_2SITE = 2005
>>>>  MODEL_EXP_TYPE_NS_MMQ_2SITE = EXP_TYPE_CPMG_MMQ
>>>>  MODEL_SITES_NS_MMQ_2SITE = 2
>>>> +MODEL_EQ_NS_MMQ_2SITE = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_MMQ_3SITE = 'NS MMQ 3-site'
>>>>  MODEL_DESC_NS_MMQ_3SITE = "The numerical solution for the 3-site 
>>>> Bloch-McConnell equations for MMQ CPMG experiments, whereby the 
>>>> simplification R20A = R20B = R20C is assumed."
>>>> @@ -308,6 +347,7 @@
>>>>  MODEL_YEAR_NS_MMQ_3SITE = 2005
>>>>  MODEL_EXP_TYPE_NS_MMQ_3SITE = EXP_TYPE_CPMG_MMQ
>>>>  MODEL_SITES_NS_MMQ_3SITE = 3
>>>> +MODEL_EQ_NS_MMQ_3SITE = EQ_NUMERIC
>>>>
>>>>  MODEL_NS_MMQ_3SITE_LINEAR = 'NS MMQ 3-site linear'
>>>>  MODEL_DESC_NS_MMQ_3SITE_LINEAR = "The numerical solution for the 3-site 
>>>> Bloch-McConnell equations for MMQ CPMG experiments, linearised with kAC = 
>>>> kCA = 0 and whereby the simplification R20A = R20B = R20C is assumed."
>>>> @@ -315,6 +355,7 @@
>>>>  MODEL_YEAR_NS_MMQ_3SITE_LINEAR = 2005
>>>>  MODEL_EXP_TYPE_NS_MMQ_3SITE_LINEAR = EXP_TYPE_CPMG_MMQ
>>>>  MODEL_SITES_NS_MMQ_3SITE_LINEAR = 3
>>>> +MODEL_EQ_NS_MMQ_3SITE_LINEAR = EQ_NUMERIC
>>>>
>>>>  # The parameters.
>>>>  PARAMS_R20 = ['r2', 'r2a', 'r2b']
>>>> @@ -650,4 +691,43 @@
>>>>      MODEL_NS_MMQ_2SITE: MODEL_SITES_NS_MMQ_2SITE,
>>>>      MODEL_NS_MMQ_3SITE: MODEL_SITES_NS_MMQ_3SITE,
>>>>      MODEL_NS_MMQ_3SITE_LINEAR: MODEL_SITES_NS_MMQ_3SITE_LINEAR
>>>> +}
>>>> +
>>>> +# Full list of equation type.
>>>> +MODEL_EQ = {
>>>> +    MODEL_R2EFF: MODEL_EQ_R2EFF,
>>>> +    MODEL_NOREX: MODEL_EQ_NOREX,
>>>> +    MODEL_NOREX_R1RHO: MODEL_EQ_NOREX_R1RHO,
>>>> +    MODEL_NOREX_R1RHO_FIT_R1: MODEL_EQ_NOREX_R1RHO_FIT_R1,
>>>> +    MODEL_LM63: MODEL_EQ_LM63,
>>>> +    MODEL_LM63_3SITE: MODEL_EQ_LM63_3SITE,
>>>> +    MODEL_CR72: MODEL_EQ_CR72,
>>>> +    MODEL_CR72_FULL: MODEL_EQ_CR72_FULL,
>>>> +    MODEL_IT99: MODEL_EQ_IT99,
>>>> +    MODEL_TSMFK01: MODEL_EQ_TSMFK01,
>>>> +    MODEL_B14: MODEL_EQ_B14,
>>>> +    MODEL_B14_FULL: MODEL_EQ_B14_FULL,
>>>> +    MODEL_M61: MODEL_EQ_M61,
>>>> +    MODEL_M61B: MODEL_EQ_M61B,
>>>> +    MODEL_DPL94: MODEL_EQ_DPL94,
>>>> +    MODEL_DPL94_FIT_R1: MODEL_EQ_DPL94_FIT_R1,
>>>> +    MODEL_TP02: MODEL_EQ_TP02,
>>>> +    MODEL_TP02_FIT_R1: MODEL_EQ_TP02_FIT_R1,
>>>> +    MODEL_TAP03: MODEL_EQ_TAP03,
>>>> +    MODEL_TAP03_FIT_R1: MODEL_EQ_TAP03_FIT_R1,
>>>> +    MODEL_MP05: MODEL_EQ_MP05,
>>>> +    MODEL_MP05_FIT_R1: MODEL_EQ_MP05_FIT_R1,
>>>> +    MODEL_NS_CPMG_2SITE_3D: MODEL_EQ_NS_CPMG_2SITE_3D,
>>>> +    MODEL_NS_CPMG_2SITE_3D_FULL: MODEL_EQ_NS_CPMG_2SITE_3D_FULL,
>>>> +    MODEL_NS_CPMG_2SITE_STAR: MODEL_EQ_NS_CPMG_2SITE_STAR,
>>>> +    MODEL_NS_CPMG_2SITE_STAR_FULL: MODEL_EQ_NS_CPMG_2SITE_STAR_FULL,
>>>> +    MODEL_NS_CPMG_2SITE_EXPANDED: MODEL_EQ_NS_CPMG_2SITE_EXPANDED,
>>>> +    MODEL_NS_R1RHO_2SITE: MODEL_EQ_NS_R1RHO_2SITE,
>>>> +    MODEL_NS_R1RHO_2SITE_FIT_R1: MODEL_EQ_NS_R1RHO_2SITE_FIT_R1,
>>>> +    MODEL_NS_R1RHO_3SITE: MODEL_EQ_NS_R1RHO_3SITE,
>>>> +    MODEL_NS_R1RHO_3SITE_LINEAR: MODEL_EQ_NS_R1RHO_3SITE_LINEAR,
>>>> +    MODEL_MMQ_CR72: MODEL_EQ_MMQ_CR72,
>>>> +    MODEL_NS_MMQ_2SITE: MODEL_EQ_NS_MMQ_2SITE,
>>>> +    MODEL_NS_MMQ_3SITE: MODEL_EQ_NS_MMQ_3SITE,
>>>> +    MODEL_NS_MMQ_3SITE_LINEAR: MODEL_EQ_NS_MMQ_3SITE_LINEAR
>>>>  }
>>>>
>>>> Modified: 
>>>> branches/R1_fitting/test_suite/unit_tests/_specific_analyses/_relax_disp/test_variables.py
>>>> URL: 
>>>> http://svn.gna.org/viewcvs/relax/branches/R1_fitting/test_suite/unit_tests/_specific_analyses/_relax_disp/test_variables.py?rev=24983&r1=24982&r2=24983&view=diff
>>>> ==============================================================================
>>>> --- 
>>>> branches/R1_fitting/test_suite/unit_tests/_specific_analyses/_relax_disp/test_variables.py
>>>>   (original)
>>>> +++ 
>>>> branches/R1_fitting/test_suite/unit_tests/_specific_analyses/_relax_disp/test_variables.py
>>>>   Tue Aug 12 10:54:36 2014
>>>> @@ -20,8 +20,8 @@
>>>>  
>>>> ###############################################################################
>>>>
>>>>  # relax module imports.
>>>> -from specific_analyses.relax_disp.variables import MODEL_CR72, 
>>>> MODEL_MMQ_CR72, MODEL_NS_R1RHO_3SITE
>>>> -from specific_analyses.relax_disp.variables import MODEL_EXP_TYPE, 
>>>> MODEL_PARAMS, MODEL_SITES, MODEL_YEAR
>>>> +from specific_analyses.relax_disp.variables import MODEL_CR72, 
>>>> MODEL_MMQ_CR72, MODEL_NS_CPMG_2SITE_EXPANDED, MODEL_NS_R1RHO_3SITE
>>>> +from specific_analyses.relax_disp.variables import MODEL_EXP_TYPE, 
>>>> MODEL_EQ, MODEL_PARAMS, MODEL_SITES, MODEL_YEAR
>>>>  from test_suite.unit_tests.base_classes import UnitTestCase
>>>>
>>>>
>>>> @@ -67,3 +67,13 @@
>>>>
>>>>          # Test the return.
>>>>          self.assertEqual(model_sites, 3)
>>>> +
>>>> +
>>>> +    def test_MODEL_EQ(self):
>>>> +        """Unit test of the MODEL_EQ dictionary."""
>>>> +
>>>> +        # Test model equation type return from model equation dictionary.
>>>> +        model_eq = MODEL_EQ[MODEL_NS_CPMG_2SITE_EXPANDED]
>>>> +
>>>> +        # Test the return.
>>>> +        self.assertEqual(model_eq, 'silico')
>>>>
>>>>
>>>> _______________________________________________
>>>> relax (http://www.nmr-relax.com)
>>>>
>>>> This is the relax-commits mailing list
>>>> [email protected]
>>>>
>>>> To unsubscribe from this list, get a password
>>>> reminder, or change your subscription options,
>>>> visit the list information page at
>>>> https://mail.gna.org/listinfo/relax-commits
>
> _______________________________________________
> relax (http://www.nmr-relax.com)
>
> This is the relax-devel mailing list
> [email protected]
>
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