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Reference Guide
List of all members | Public Member Functions | Private Member Functions | Private Attributes | List of all members
ROOT::Experimental::TDF::TRootDS Class Referencefinal

Definition at line 14 of file TRootDS.hxx.

Public Member Functions

 TRootDS (std::string_view treeName, std::string_view fileNameGlob)
 
 ~TRootDS ()
 
const std::vector< std::string > & GetColumnNames () const
 Returns a reference to the collection of the dataset's column names. More...
 
std::vector< std::pair< ULong64_t, ULong64_t > > GetEntryRanges ()
 Return ranges of entries to distribute to tasks. More...
 
std::string GetTypeName (std::string_view colName) const
 Type of a column as a string, e.g. More...
 
bool HasColumn (std::string_view colName) const
 Checks if the dataset has a certain column. More...
 
void Initialise ()
 Convenience method called before starting an event-loop. More...
 
void InitSlot (unsigned int slot, ULong64_t firstEntry)
 Convenience method called at the start of the data processing associated to a slot. More...
 
void SetEntry (unsigned int slot, ULong64_t entry)
 Advance the "cursors" returned by GetColumnReaders to the selected entry for a particular slot. More...
 
void SetNSlots (unsigned int nSlots)
 Inform TDataSource of the number of processing slots (i.e. More...
 
- Public Member Functions inherited from ROOT::Experimental::TDF::TDataSource
virtual ~TDataSource ()=default
 
virtual void Finalise ()
 Convenience method called after concluding an event-loop. More...
 
virtual void FinaliseSlot (unsigned int)
 Convenience method called at the end of the data processing associated to a slot. More...
 
template<typename T >
std::vector< T ** > GetColumnReaders (std::string_view columnName)
 Called at most once per column by TDF. More...
 

Private Member Functions

std::vector< void * > GetColumnReadersImpl (std::string_view, const std::type_info &)
 type-erased vector of pointers to pointers to column values - one per slot More...
 

Private Attributes

std::vector< double * > fAddressesToFree
 
std::vector< std::vector< void * > > fBranchAddresses
 
std::vector< std::unique_ptr< TChain > > fChains
 
std::vector< std::pair< ULong64_t, ULong64_t > > fEntryRanges
 
std::string fFileNameGlob
 
std::vector< std::string > fListOfBranches
 
TChain fModelChain
 
unsigned int fNSlots = 0U
 
std::string fTreeName
 

Additional Inherited Members

#include <ROOT/TRootDS.hxx>

Inheritance diagram for ROOT::Experimental::TDF::TRootDS:
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Constructor & Destructor Documentation

◆ TRootDS()

ROOT::Experimental::TDF::TRootDS::TRootDS ( std::string_view  treeName,
std::string_view  fileNameGlob 
)

Definition at line 38 of file TRootDS.cxx.

◆ ~TRootDS()

ROOT::Experimental::TDF::TRootDS::~TRootDS ( )

Definition at line 48 of file TRootDS.cxx.

Member Function Documentation

◆ GetColumnNames()

const std::vector< std::string > & ROOT::Experimental::TDF::TRootDS::GetColumnNames ( ) const
virtual

Returns a reference to the collection of the dataset's column names.

Implements ROOT::Experimental::TDF::TDataSource.

Definition at line 72 of file TRootDS.cxx.

◆ GetColumnReadersImpl()

std::vector< void * > ROOT::Experimental::TDF::TRootDS::GetColumnReadersImpl ( std::string_view  name,
const std::type_info &   
)
privatevirtual

type-erased vector of pointers to pointers to column values - one per slot

Implements ROOT::Experimental::TDF::TDataSource.

Definition at line 16 of file TRootDS.cxx.

◆ GetEntryRanges()

std::vector< std::pair< ULong64_t, ULong64_t > > ROOT::Experimental::TDF::TRootDS::GetEntryRanges ( )
virtual

Return ranges of entries to distribute to tasks.

They are required to be contiguous intervals with no entries skipped. Supposing a dataset with nEntries, the intervals must start at 0 and end at nEntries, e.g. [0-5],[5-10] for 10 entries.

Implements ROOT::Experimental::TDF::TDataSource.

Definition at line 113 of file TRootDS.cxx.

◆ GetTypeName()

std::string ROOT::Experimental::TDF::TRootDS::GetTypeName ( std::string_view  ) const
virtual

Type of a column as a string, e.g.

GetTypeName("x") == "double". Required for jitting e.g. df.Filter("x>0").

Parameters
[in]columnNameThe name of the column

Implements ROOT::Experimental::TDF::TDataSource.

Definition at line 55 of file TRootDS.cxx.

◆ HasColumn()

bool ROOT::Experimental::TDF::TRootDS::HasColumn ( std::string_view  ) const
virtual

Checks if the dataset has a certain column.

Parameters
[in]columnNameThe name of the column

Implements ROOT::Experimental::TDF::TDataSource.

Definition at line 77 of file TRootDS.cxx.

◆ Initialise()

void ROOT::Experimental::TDF::TRootDS::Initialise ( )
virtual

Convenience method called before starting an event-loop.

This method might be called multiple times over the lifetime of a TDataSource, since users can run multiple event-loops with the same TDataFrame. Ideally, Initialise should set the state of the TDataSource so that multiple identical event-loops will produce identical results.

Reimplemented from ROOT::Experimental::TDF::TDataSource.

Definition at line 137 of file TRootDS.cxx.

◆ InitSlot()

void ROOT::Experimental::TDF::TRootDS::InitSlot ( unsigned int  ,
ULong64_t   
)
virtual

Convenience method called at the start of the data processing associated to a slot.

Parameters
[in]slotThe data processing slot wihch needs to be initialised
[in]firstEntryThe first entry of the range that the task will process. This method might be called multiple times per thread per event-loop.

Reimplemented from ROOT::Experimental::TDF::TDataSource.

Definition at line 84 of file TRootDS.cxx.

◆ SetEntry()

void ROOT::Experimental::TDF::TRootDS::SetEntry ( unsigned int  slot,
ULong64_t  entry 
)
virtual

Advance the "cursors" returned by GetColumnReaders to the selected entry for a particular slot.

Parameters
[in]slotThe data processing slot that needs to be considered
[in]entryThe entry which needs to be pointed to by the reader pointers Slots are adopted to accommodate parallel data processing. Different workers will loop over different ranges and will be labelled by different "slot" values.

Implements ROOT::Experimental::TDF::TDataSource.

Definition at line 119 of file TRootDS.cxx.

◆ SetNSlots()

void ROOT::Experimental::TDF::TRootDS::SetNSlots ( unsigned int  nSlots)
virtual

Inform TDataSource of the number of processing slots (i.e.

worker threads) used by the associated TDataFrame. Slots numbers are used to simplify parallel execution: TDataFrame guarantees that different threads will always pass different slot values when calling methods concurrently.

Implements ROOT::Experimental::TDF::TDataSource.

Definition at line 124 of file TRootDS.cxx.

Member Data Documentation

◆ fAddressesToFree

std::vector<double *> ROOT::Experimental::TDF::TRootDS::fAddressesToFree
private

Definition at line 20 of file TRootDS.hxx.

◆ fBranchAddresses

std::vector<std::vector<void *> > ROOT::Experimental::TDF::TRootDS::fBranchAddresses
private

Definition at line 23 of file TRootDS.hxx.

◆ fChains

std::vector<std::unique_ptr<TChain> > ROOT::Experimental::TDF::TRootDS::fChains
private

Definition at line 24 of file TRootDS.hxx.

◆ fEntryRanges

std::vector<std::pair<ULong64_t, ULong64_t> > ROOT::Experimental::TDF::TRootDS::fEntryRanges
private

Definition at line 22 of file TRootDS.hxx.

◆ fFileNameGlob

std::string ROOT::Experimental::TDF::TRootDS::fFileNameGlob
private

Definition at line 18 of file TRootDS.hxx.

◆ fListOfBranches

std::vector<std::string> ROOT::Experimental::TDF::TRootDS::fListOfBranches
private

Definition at line 21 of file TRootDS.hxx.

◆ fModelChain

TChain ROOT::Experimental::TDF::TRootDS::fModelChain
mutableprivate

Definition at line 19 of file TRootDS.hxx.

◆ fNSlots

unsigned int ROOT::Experimental::TDF::TRootDS::fNSlots = 0U
private

Definition at line 16 of file TRootDS.hxx.

◆ fTreeName

std::string ROOT::Experimental::TDF::TRootDS::fTreeName
private

Definition at line 17 of file TRootDS.hxx.

Libraries for ROOT::Experimental::TDF::TRootDS:
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The documentation for this class was generated from the following files: