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RooSimWSTool Class Reference

The RooSimWSTool is a tool operating on RooWorkspace objects that can clone PDFs into a series of variations that are joined together into a RooSimultanous PDF.

Splitting a single PDF

The simplest use case is to take a workspace PDF as prototype and "split" a parameter of that PDF into two specialized parameters depending on a category in the dataset.

For example, given a Gaussian PDF \( G(x \,|\, m,s) \) we want to construct a \( G_a(x \,|\, m_a,s) \) and a \( G_b(x \,|\, m_b,s) \) with different mean parameters to be fit to a dataset with observables \( (x,c) \) where \( c \) is a category with states 'a' and 'b'.

Using RooSimWSTool, one can create a simultaneous PDF from \( G_a \) and \( G_b \) from \( G \) with the following commands:

RooSimWSTool wst(wspace);
wst.build("G_sim", "G", SplitParam("m","c"));
The RooSimWSTool is a tool operating on RooWorkspace objects that can clone PDFs into a series of var...

Splitting using a product category

From this simple example one can go to builds of arbitrary complexity by specifying multiple SplitParam arguments on multiple parameters involving multiple splitting categories. Splits can also be performed in the product of multiple categories, i.e.,

wst.build("G_sim", "G", SplitParam("m","c,d"));

splits the parameter \( m \) in the product of the states of \( c \) and \( d \).

Constrained split

Another possibility is the "constrained" split, which clones the parameter for all but one state and inserts a formula specialization in a chosen state that evaluates to \( 1 - \sum_i(a_i) \) where \( a_i \) are all other specializations. For example, given a category \( c \) with the states "A","B","C","D", the specification

SplitParamConstrained("m","c","D")

will create the parameters \( m_A,m_B,m_C \) and a formula expression \( m_D \) that evaluates to \( (1-(m_A+m_B+m_C)) \). Constrained splits can also be specified in the product of categories. In that case, the name of the remainder state follows the syntax "{State1;State2}", where State1 and State2 are the state names of the two spitting categories.

Splitting multiple PDFs

The examples so far deal with a single prototype PDF. It is also possible to build with multiple prototype PDFs by specifying a mapping between the prototype to use and the names of states of a "master" splitting category. To specify these configurations, an intermediate MultiBuildConfig must be composed with all the necessary specifications. This, for example,

mbc.addPdf("I","G",SplitParam("m,s","c"));
mbc.addPdf("II,III","F",SplitParam("a","c,d"));

configures a build with two prototype PDFs \( G \) and \( F \). Prototype \( G \) is used for state "I" of the master split category mc and prototype \( F \) is used for states "II" and "III" of the master split category mc. Furthermore, the parameters \( m,s \) of prototype \( G \) are split in category \( c \) while the parameter \( a \) of prototype \( F \) is split in the product of the categories \( c \) and \( d \). The actual build is then performed by passing the build configuration to RooSimWSTool, e.g.,

wst.build("MASTER", mbc);

By default, a specialisation is built for each permutation of states of the splitting categories that are used. It is possible to restrict the building of specialised PDFs to a subset of states by adding a restriction on the number of states to build as follows:

mbc.restrictBuild("c","A,B");

The restrictBuild method can be called multiple times, but at most once for each splitting category in use. For simple builds with a single prototype, restriction can be specified with a Restrict() argument on the build command line.

PyROOT

Some member functions of RooSimWSTool that take a RooCmdArg as argument also support keyword arguments. So far, this applies to RooSimWSTool::build. For example, the following code is equivalent in PyROOT:

# Directly passing a RooCmdArg:
sct.build("model_sim2", "model", ROOT.RooFit.SplitParam("p0", "c,d"))
# With keyword arguments:
sct.build("model_sim2", "model", SplitParam=("p0", "c,d"))

Definition at line 37 of file RooSimWSTool.h.

Classes

class  BuildConfig
 
class  MultiBuildConfig
 
class  ObjBuildConfig
 
class  ObjSplitRule
 
class  SimWSIFace
 
class  SplitRule
 

Public Member Functions

 RooSimWSTool (RooWorkspace &ws)
 Constructor of SimWSTool on given workspace.
 
virtual ~RooSimWSTool ()
 Destructor.
 
RooSimultaneousbuild (const char *simPdfName, BuildConfig &bc, Bool_t verbose=kTRUE)
 Build a RooSimultaneous PDF with name simPdfName from cloning specializations of protytpe PDF protoPdfName.
 
RooSimultaneousbuild (const char *simPdfName, const char *protoPdfName, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none())
 Build a RooSimultaneous PDF with name simPdfName from cloning specializations of protytpe PDF protoPdfName.
 
- Public Member Functions inherited from TNamed
 TNamed ()
 
 TNamed (const char *name, const char *title)
 
 TNamed (const TNamed &named)
 TNamed copy ctor.
 
 TNamed (const TString &name, const TString &title)
 
virtual ~TNamed ()
 TNamed destructor.
 
virtual void Clear (Option_t *option="")
 Set name and title to empty strings ("").
 
virtual TObjectClone (const char *newname="") const
 Make a clone of an object using the Streamer facility.
 
virtual Int_t Compare (const TObject *obj) const
 Compare two TNamed objects.
 
virtual void Copy (TObject &named) const
 Copy this to obj.
 
virtual void FillBuffer (char *&buffer)
 Encode TNamed into output buffer.
 
virtual const char * GetName () const
 Returns name of object.
 
virtual const char * GetTitle () const
 Returns title of object.
 
virtual ULong_t Hash () const
 Return hash value for this object.
 
virtual Bool_t IsSortable () const
 
virtual void ls (Option_t *option="") const
 List TNamed name and title.
 
TNamedoperator= (const TNamed &rhs)
 TNamed assignment operator.
 
virtual void Print (Option_t *option="") const
 Print TNamed name and title.
 
virtual void SetName (const char *name)
 Set the name of the TNamed.
 
virtual void SetNameTitle (const char *name, const char *title)
 Set all the TNamed parameters (name and title).
 
virtual void SetTitle (const char *title="")
 Set the title of the TNamed.
 
virtual Int_t Sizeof () const
 Return size of the TNamed part of the TObject.
 
- Public Member Functions inherited from TObject
 TObject ()
 TObject constructor.
 
 TObject (const TObject &object)
 TObject copy ctor.
 
virtual ~TObject ()
 TObject destructor.
 
void AbstractMethod (const char *method) const
 Use this method to implement an "abstract" method that you don't want to leave purely abstract.
 
virtual void AppendPad (Option_t *option="")
 Append graphics object to current pad.
 
virtual void Browse (TBrowser *b)
 Browse object. May be overridden for another default action.
 
ULong_t CheckedHash ()
 Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object.
 
virtual const char * ClassName () const
 Returns name of class to which the object belongs.
 
virtual void Delete (Option_t *option="")
 Delete this object.
 
virtual Int_t DistancetoPrimitive (Int_t px, Int_t py)
 Computes distance from point (px,py) to the object.
 
virtual void Draw (Option_t *option="")
 Default Draw method for all objects.
 
virtual void DrawClass () const
 Draw class inheritance tree of the class to which this object belongs.
 
virtual TObjectDrawClone (Option_t *option="") const
 Draw a clone of this object in the current selected pad for instance with: gROOT->SetSelectedPad(gPad).
 
virtual void Dump () const
 Dump contents of object on stdout.
 
virtual void Error (const char *method, const char *msgfmt,...) const
 Issue error message.
 
virtual void Execute (const char *method, const char *params, Int_t *error=0)
 Execute method on this object with the given parameter string, e.g.
 
virtual void Execute (TMethod *method, TObjArray *params, Int_t *error=0)
 Execute method on this object with parameters stored in the TObjArray.
 
virtual void ExecuteEvent (Int_t event, Int_t px, Int_t py)
 Execute action corresponding to an event at (px,py).
 
virtual void Fatal (const char *method, const char *msgfmt,...) const
 Issue fatal error message.
 
virtual TObjectFindObject (const char *name) const
 Must be redefined in derived classes.
 
virtual TObjectFindObject (const TObject *obj) const
 Must be redefined in derived classes.
 
virtual Option_tGetDrawOption () const
 Get option used by the graphics system to draw this object.
 
virtual const char * GetIconName () const
 Returns mime type name of object.
 
virtual char * GetObjectInfo (Int_t px, Int_t py) const
 Returns string containing info about the object at position (px,py).
 
virtual Option_tGetOption () const
 
virtual UInt_t GetUniqueID () const
 Return the unique object id.
 
virtual Bool_t HandleTimer (TTimer *timer)
 Execute action in response of a timer timing out.
 
Bool_t HasInconsistentHash () const
 Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e.
 
virtual void Info (const char *method, const char *msgfmt,...) const
 Issue info message.
 
virtual Bool_t InheritsFrom (const char *classname) const
 Returns kTRUE if object inherits from class "classname".
 
virtual Bool_t InheritsFrom (const TClass *cl) const
 Returns kTRUE if object inherits from TClass cl.
 
virtual void Inspect () const
 Dump contents of this object in a graphics canvas.
 
void InvertBit (UInt_t f)
 
Bool_t IsDestructed () const
 IsDestructed.
 
virtual Bool_t IsEqual (const TObject *obj) const
 Default equal comparison (objects are equal if they have the same address in memory).
 
virtual Bool_t IsFolder () const
 Returns kTRUE in case object contains browsable objects (like containers or lists of other objects).
 
R__ALWAYS_INLINE Bool_t IsOnHeap () const
 
R__ALWAYS_INLINE Bool_t IsZombie () const
 
void MayNotUse (const char *method) const
 Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary).
 
virtual Bool_t Notify ()
 This method must be overridden to handle object notification.
 
void Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const
 Use this method to declare a method obsolete.
 
void operator delete (void *ptr)
 Operator delete.
 
void operator delete[] (void *ptr)
 Operator delete [].
 
voidoperator new (size_t sz)
 
voidoperator new (size_t sz, void *vp)
 
voidoperator new[] (size_t sz)
 
voidoperator new[] (size_t sz, void *vp)
 
TObjectoperator= (const TObject &rhs)
 TObject assignment operator.
 
virtual void Paint (Option_t *option="")
 This method must be overridden if a class wants to paint itself.
 
virtual void Pop ()
 Pop on object drawn in a pad to the top of the display list.
 
virtual Int_t Read (const char *name)
 Read contents of object with specified name from the current directory.
 
virtual void RecursiveRemove (TObject *obj)
 Recursively remove this object from a list.
 
void ResetBit (UInt_t f)
 
virtual void SaveAs (const char *filename="", Option_t *option="") const
 Save this object in the file specified by filename.
 
virtual void SavePrimitive (std::ostream &out, Option_t *option="")
 Save a primitive as a C++ statement(s) on output stream "out".
 
void SetBit (UInt_t f)
 
void SetBit (UInt_t f, Bool_t set)
 Set or unset the user status bits as specified in f.
 
virtual void SetDrawOption (Option_t *option="")
 Set drawing option for object.
 
virtual void SetUniqueID (UInt_t uid)
 Set the unique object id.
 
virtual void SysError (const char *method, const char *msgfmt,...) const
 Issue system error message.
 
R__ALWAYS_INLINE Bool_t TestBit (UInt_t f) const
 
Int_t TestBits (UInt_t f) const
 
virtual void UseCurrentStyle ()
 Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked.
 
virtual void Warning (const char *method, const char *msgfmt,...) const
 Issue warning message.
 
virtual Int_t Write (const char *name=0, Int_t option=0, Int_t bufsize=0)
 Write this object to the current directory.
 
virtual Int_t Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const
 Write this object to the current directory.
 
- Public Member Functions inherited from RooPrintable
 RooPrintable ()
 
virtual ~RooPrintable ()
 
virtual Int_t defaultPrintContents (Option_t *opt) const
 Default choice of contents to be printed (name and value)
 
virtual StyleOption defaultPrintStyle (Option_t *opt) const
 
virtual void printAddress (std::ostream &os) const
 Print class name of object.
 
virtual void printArgs (std::ostream &os) const
 Interface for printing of object arguments.
 
virtual void printClassName (std::ostream &os) const
 Print class name of object.
 
virtual void printExtras (std::ostream &os) const
 Interface to print extras of object.
 
virtual void printMultiline (std::ostream &os, Int_t contents, Bool_t verbose=kFALSE, TString indent="") const
 Interface for detailed printing of object.
 
virtual void printName (std::ostream &os) const
 Print name of object.
 
virtual void printStream (std::ostream &os, Int_t contents, StyleOption style, TString indent="") const
 Print description of object on ostream, printing contents set by contents integer, which is interpreted as an OR of 'enum ContentsOptions' values and in the style given by 'enum StyleOption'.
 
virtual void printTitle (std::ostream &os) const
 Print title of object.
 
virtual void printTree (std::ostream &os, TString indent="") const
 Interface for tree structure printing of object.
 
virtual void printValue (std::ostream &os) const
 Interface to print value of object.
 

Protected Member Functions

 RooSimWSTool (const RooSimWSTool &)
 
RooSimultaneousexecuteBuild (const char *simPdfName, ObjBuildConfig &obc, Bool_t verbose=kTRUE)
 Internal build driver from validation ObjBuildConfig.
 
std::string makeSplitName (const RooArgSet &splitCatSet)
 Construct name of composite split.
 
ObjBuildConfigvalidateConfig (BuildConfig &bc)
 Validate build configuration.
 
- Protected Member Functions inherited from TObject
virtual void DoError (int level, const char *location, const char *fmt, va_list va) const
 Interface to ErrorHandler (protected).
 
void MakeZombie ()
 

Protected Attributes

RooWorkspace_ws
 
- Protected Attributes inherited from TNamed
TString fName
 
TString fTitle
 

Additional Inherited Members

- Public Types inherited from TObject
enum  {
  kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 ,
  kBitMask = 0x00ffffff
}
 
enum  { kSingleKey = BIT(0) , kOverwrite = BIT(1) , kWriteDelete = BIT(2) }
 
enum  EDeprecatedStatusBits { kObjInCanvas = BIT(3) }
 
enum  EStatusBits {
  kCanDelete = BIT(0) , kMustCleanup = BIT(3) , kIsReferenced = BIT(4) , kHasUUID = BIT(5) ,
  kCannotPick = BIT(6) , kNoContextMenu = BIT(8) , kInvalidObject = BIT(13)
}
 
- Public Types inherited from RooPrintable
enum  ContentsOption {
  kName =1 , kClassName =2 , kValue =4 , kArgs =8 ,
  kExtras =16 , kAddress =32 , kTitle =64 , kCollectionHeader =128
}
 
enum  StyleOption {
  kInline =1 , kSingleLine =2 , kStandard =3 , kVerbose =4 ,
  kTreeStructure =5
}
 
- Static Public Member Functions inherited from TObject
static Longptr_t GetDtorOnly ()
 Return destructor only flag.
 
static Bool_t GetObjectStat ()
 Get status of object stat flag.
 
static void SetDtorOnly (void *obj)
 Set destructor only flag.
 
static void SetObjectStat (Bool_t stat)
 Turn on/off tracking of objects in the TObjectTable.
 
- Static Public Member Functions inherited from RooPrintable
static std::ostream & defaultPrintStream (std::ostream *os=0)
 Return a reference to the current default stream to use in Print().
 
static void nameFieldLength (Int_t newLen)
 Set length of field reserved from printing name of RooAbsArgs in multi-line collection printing to given amount.
 
- Protected Types inherited from TObject
enum  { kOnlyPrepStep = BIT(3) }
 
- Static Protected Attributes inherited from RooPrintable
static Int_t _nameLength
 

#include <RooSimWSTool.h>

Inheritance diagram for RooSimWSTool:
[legend]

Constructor & Destructor Documentation

◆ RooSimWSTool() [1/2]

RooSimWSTool::RooSimWSTool ( RooWorkspace ws)

Constructor of SimWSTool on given workspace.

All input is taken from the workspace All output is stored in the workspace

Definition at line 150 of file RooSimWSTool.cxx.

◆ ~RooSimWSTool()

RooSimWSTool::~RooSimWSTool ( )
virtual

Destructor.

Definition at line 159 of file RooSimWSTool.cxx.

◆ RooSimWSTool() [2/2]

RooSimWSTool::RooSimWSTool ( const RooSimWSTool )
protected

Member Function Documentation

◆ build() [1/2]

RooSimultaneous * RooSimWSTool::build ( const char *  simPdfName,
BuildConfig bc,
Bool_t  verbose = kTRUE 
)

Build a RooSimultaneous PDF with name simPdfName from cloning specializations of protytpe PDF protoPdfName.

Use the provided BuildConfig or MultiBuildConfig object to configure the build

Definition at line 190 of file RooSimWSTool.cxx.

◆ build() [2/2]

RooSimWSTool::build ( const char *  simPdfName,
const char *  protoPdfName,
const RooCmdArg arg1 = RooCmdArg::none(),
const RooCmdArg arg2 = RooCmdArg::none(),
const RooCmdArg arg3 = RooCmdArg::none(),
const RooCmdArg arg4 = RooCmdArg::none(),
const RooCmdArg arg5 = RooCmdArg::none(),
const RooCmdArg arg6 = RooCmdArg::none() 
)

Build a RooSimultaneous PDF with name simPdfName from cloning specializations of protytpe PDF protoPdfName.

Optional Arguments Effect
SplitParam(varname, catname) Split parameter(s) with given name(s) in category(s) with given names
SplitParam(var, cat) Split given parameter(s) in givem category(s)
SplitParamConstrained(vname, cname, remainder) Make constrained split in parameter(s) with given name(s) in category(s) with given names putting remainder fraction formula in state with name "remainder"
SplitParamConstrained(var,cat,remainder) Make constrained split in parameter(s) with given name(s) in category(s) with given names putting remainder fraction formula in state with name "remainder"
Restrict(catName,stateNameList)

Restrict build by only considered listed state names of category with given name

PyROOT

The RooSimWSTool::build() function is pythonized with the command argument pythonization. The keywords must correspond to the CmdArgs of the function.

Definition at line 177 of file RooSimWSTool.cxx.

◆ executeBuild()

RooSimultaneous * RooSimWSTool::executeBuild ( const char *  simPdfName,
ObjBuildConfig obc,
Bool_t  verbose = kTRUE 
)
protected

Internal build driver from validation ObjBuildConfig.

Definition at line 398 of file RooSimWSTool.cxx.

◆ makeSplitName()

std::string RooSimWSTool::makeSplitName ( const RooArgSet splitCatSet)
protected

Construct name of composite split.

Definition at line 635 of file RooSimWSTool.cxx.

◆ validateConfig()

RooSimWSTool::ObjBuildConfig * RooSimWSTool::validateConfig ( BuildConfig bc)
protected

Validate build configuration.

If not syntax errors or missing objects are found, return an ObjBuildConfig in which all names are replaced with object pointers.

Definition at line 211 of file RooSimWSTool.cxx.

Member Data Documentation

◆ _ws

RooWorkspace* RooSimWSTool::_ws
protected

Definition at line 74 of file RooSimWSTool.h.

Libraries for RooSimWSTool:
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The documentation for this class was generated from the following files: