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RNTupleWriter.hxx
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1/// \file ROOT/RNTupleWriter.hxx
2/// \author Jakob Blomer <jblomer@cern.ch>
3/// \date 2024-02-20
4
5/*************************************************************************
6 * Copyright (C) 1995-2024, Rene Brun and Fons Rademakers. *
7 * All rights reserved. *
8 * *
9 * For the licensing terms see $ROOTSYS/LICENSE. *
10 * For the list of contributors see $ROOTSYS/README/CREDITS. *
11 *************************************************************************/
12
13#ifndef ROOT_RNTupleWriter
14#define ROOT_RNTupleWriter
15
16#include <ROOT/RConfig.hxx> // for R__unlikely
17#include <ROOT/REntry.hxx>
18#include <ROOT/RError.hxx>
22#include <ROOT/RNTupleModel.hxx>
23#include <ROOT/RNTupleTypes.hxx>
24#include <ROOT/RPageStorage.hxx>
26
27#include <cstddef>
28#include <cstdint>
29#include <memory>
30#include <string_view>
31#include <utility>
32
33class TDirectory;
34
35namespace ROOT {
36
37class RNTupleWriteOptions;
38class RFile;
39class RNTupleAttrSetWriterHandle;
40
41namespace Internal {
42// Non-public factory method for an RNTuple writer that uses an already constructed page sink
43std::unique_ptr<RNTupleWriter>
44CreateRNTupleWriter(std::unique_ptr<ROOT::RNTupleModel> model, std::unique_ptr<Internal::RPageSink> sink);
45} // namespace Internal
46
47// clang-format off
48/**
49\class ROOT::RNTupleWriter
50\ingroup NTuple
51\brief An RNTuple that gets filled with entries (data) and writes them to storage
52
53RNTupleWriter is an interface for writing RNTuples to storage. It can be instantiated using the static functions
54Append() and Recreate(), providing an RNTupleModel that defines the schema of the data to be written.
55
56An RNTuple can be thought of as a table, whose columns are defined by its schema (i.e. by its associated RNTupleModel,
57whose Fields map to 0 or more columns).
58Writing into an RNTuple happens by filling *entries* into the RNTupleWriter, which make up the rows of the table.
59The simplest way to do so is by:
60
61- retrieving a (shared) pointer to each Field's value;
62- writing a value into each pointer;
63- calling `writer->Fill()` to commit the entry with all the current pointer values.
64
65~~~ {.cpp}
66#include <ROOT/RNTupleWriter.hxx>
67
68/// 1. Create the model.
69auto model = ROOT::RNTupleModel::Create();
70// Define the schema by adding Fields to the model.
71// MakeField returns a shared_ptr to the value to be written (in this case, a shared_ptr<int>)
72auto pFoo = model->MakeField<int>("foo");
73
74/// 2. Create writer from the model.
75auto writer = ROOT::RNTupleWriter::Recreate(std::move(model), "myNTuple", "some/file.root");
76
77/// 3. Write into it.
78for (int i = 0; i < 10; ++i) {
79 // Assign the value you want to each RNTuple Field (in this case there is only one Field "foo").
80 *pFoo = i;
81
82 // Fill() writes the entire entry to the RNTuple.
83 // After calling Fill() you can safely write another value into `pFoo` knowing that the previous one was
84 // already saved.
85 writer->Fill();
86}
87
88// On destruction, the writer will flush the written data to disk.
89~~~
90
91The caller has to make sure that the data that gets filled into an RNTuple is not modified for the time of the
92Fill() call. The Fill call serializes the C++ object into the column format and
93writes data into the corresponding column page buffers.
94
95The actual writing of the buffers to storage is deferred and can be triggered by FlushCluster() or by
96destructing the writer.
97
98On I/O errors, a ROOT::RException is thrown.
99
100*/
101// clang-format on
104 friend std::unique_ptr<RNTupleWriter>
105 Internal::CreateRNTupleWriter(std::unique_ptr<ROOT::RNTupleModel>, std::unique_ptr<Internal::RPageSink>);
106
107private:
110 /// All the Attribute Sets created from this Writer.
111 std::vector<std::shared_ptr<RNTupleAttrSetWriter>> fAttributeSets;
112
114
115 RNTupleWriter(std::unique_ptr<ROOT::RNTupleModel> model, std::unique_ptr<Internal::RPageSink> sink);
116
119
120 // Helper function that is called from CommitCluster() when necessary
121 void CommitClusterGroup();
122
124
125 /// Create a writer, potentially wrapping the sink in a RPageSinkBuf.
126 static std::unique_ptr<RNTupleWriter> Create(std::unique_ptr<ROOT::RNTupleModel> model,
127 std::unique_ptr<Internal::RPageSink> sink,
128 const ROOT::RNTupleWriteOptions &options);
129
130public:
131 /// Creates an RNTupleWriter backed by `storage`, overwriting it if one with the same URI exists.
132 /// The format of the backing storage is determined by `storage`: in the simplest case it will be a local file, but
133 /// a different backend may be selected via the URI prefix.
134 ///
135 /// The RNTupleWriter will create an RNTuple with the schema determined by `model` (which must not be null) and
136 /// with name `ntupleName`. This same name can later be used to read back the RNTuple via RNTupleReader.
137 ///
138 /// \param model The RNTupleModel describing the schema of the RNTuple written by this writer
139 /// \param ntupleName The name of the RNTuple to be written
140 /// \param storage The URI where the RNTuple will be stored (usually just a file name or path)
141 /// \param options May be passed to customize the behavior of the RNTupleWriter (see also RNTupleWriteOptions).
142 ///
143 /// Throws a ROOT::RException if the model is null.
144 static std::unique_ptr<RNTupleWriter>
145 Recreate(std::unique_ptr<ROOT::RNTupleModel> model, std::string_view ntupleName, std::string_view storage,
147
148 /// Convenience function allowing to call Recreate() with an inline-defined model.
149 static std::unique_ptr<RNTupleWriter>
150 Recreate(std::initializer_list<std::pair<std::string_view, std::string_view>> fields, std::string_view ntupleName,
151 std::string_view storage, const ROOT::RNTupleWriteOptions &options = ROOT::RNTupleWriteOptions());
152
153 /// Creates an RNTupleWriter that writes into an existing TFile or TDirectory, without overwriting its content.
154 /// `fileOrDirectory` may be an empty TFile and its reference **must remain valid** for the lifetime of the
155 /// RNTupleWriter (which means the TDirectory object must not be moved, destroyed or replaced during that time).
156 /// \see Recreate()
157 static std::unique_ptr<RNTupleWriter> Append(std::unique_ptr<ROOT::RNTupleModel> model, std::string_view ntupleName,
158 TDirectory &fileOrDirectory,
160
161 /// Creates an RNTupleWriter that writes into the given `file`, appending to it. The RNTuple is written under the
162 /// path `ntuplePath`.
163 /// `ntuplePath` may have the form `"path/to/ntuple"`, in which case the ntuple's name will be `"ntuple"` and it will
164 /// be stored under the given `ntuplePath` in the RFile.
165 /// Throws an exception if the model is null.
166 static std::unique_ptr<RNTupleWriter> Append(std::unique_ptr<ROOT::RNTupleModel> model, std::string_view ntupleName,
167 ROOT::RFile &file,
169
170 RNTupleWriter(const RNTupleWriter &) = delete;
175
176 /// The simplest user interface if the default entry that comes with the ntuple model is used.
177 /// \return The number of uncompressed bytes written.
178 std::size_t Fill() { return fFillContext.Fill(fFillContext.fModel->GetDefaultEntry()); }
179 /// Multiple entries can have been instantiated from the ntuple model. This method will check the entry's model ID
180 /// to ensure it comes from the writer's own model or throw an exception otherwise.
181 /// \return The number of uncompressed bytes written.
182 std::size_t Fill(ROOT::REntry &entry) { return fFillContext.Fill(entry); }
183 /// Fill an entry into this ntuple, but don't commit the cluster. The calling code must pass an RNTupleFillStatus
184 /// and check RNTupleFillStatus::ShouldFlushCluster.
185 void FillNoFlush(ROOT::REntry &entry, RNTupleFillStatus &status) { fFillContext.FillNoFlush(entry, status); }
186
187 /// Fill an RRawPtrWriteEntry into this ntuple. This method will check the entry's model ID to ensure it comes from
188 /// the writer's own model or throw an exception otherwise.
189 /// \return The number of uncompressed bytes written.
190 std::size_t Fill(ROOT::Detail::RRawPtrWriteEntry &entry) { return fFillContext.Fill(entry); }
191 /// Fill an RRawPtrWriteEntry into this ntuple, but don't commit the cluster. The calling code must pass an
192 /// RNTupleFillStatus and check RNTupleFillStatus::ShouldFlushCluster.
194 {
195 fFillContext.FillNoFlush(entry, status);
196 }
197
198 /// Flush column data, preparing for CommitCluster or to reduce memory usage. This will trigger compression of pages,
199 /// but not actually write to storage (unless buffered writing is turned off).
201 /// Flush so far filled entries to storage
203 /// Ensure that the data from the so far seen Fill calls has been written to storage
204 void CommitCluster(bool commitClusterGroup = false)
205 {
207 if (commitClusterGroup)
209 }
210 /// Closes the underlying file (page sink) and expires the model. Automatically called on destruct.
211 /// Once the dataset is committed, calls to Fill(), [Commit|Flush]Cluster(), FlushColumns(), CreateEntry(),
212 /// and model updating fail.
213 void CommitDataset();
214
215 std::unique_ptr<ROOT::REntry> CreateEntry() const { return fFillContext.CreateEntry(); }
216 std::unique_ptr<ROOT::Detail::RRawPtrWriteEntry> CreateRawPtrWriteEntry() const
217 {
219 }
220
221 /// Return the entry number that was last flushed in a cluster.
223 /// Return the entry number that was last committed in a cluster.
225 /// Return the entry number that was last committed in a cluster group.
227 /// Return the number of entries filled so far.
229
232
233 const ROOT::RNTupleModel &GetModel() const { return *fFillContext.fModel; }
234
235 /// Get a RNTupleModel::RUpdater that provides limited support for incremental updates to the underlying
236 /// model, e.g. addition of new fields.
237 ///
238 /// Note that a Model may not be extended with Streamer fields.
239 ///
240 /// **Example: add a new field after the model has been used to construct a `RNTupleWriter` object**
241 /// ~~~ {.cpp}
242 /// #include <ROOT/RNTuple.hxx>
243 ///
244 /// auto model = ROOT::RNTupleModel::Create();
245 /// auto fldFloat = model->MakeField<float>("fldFloat");
246 /// auto writer = ROOT::RNTupleWriter::Recreate(std::move(model), "myNTuple", "some/file.root");
247 /// auto updater = writer->CreateModelUpdater();
248 /// updater->BeginUpdate();
249 /// updater->AddField(std::make_unique<RField<float>>("pt"));
250 /// updater->CommitUpdate();
251 ///
252 /// // ...
253 /// ~~~
254 std::unique_ptr<ROOT::RNTupleModel::RUpdater> CreateModelUpdater()
255 {
256 return std::make_unique<ROOT::RNTupleModel::RUpdater>(*this);
257 }
258
259 /// Creates a new Attribute Set called `name` associated to this Writer and returns a non-owning pointer to it.
260 /// The lifetime of the Attribute Set ends at the same time as the Writer's.
261 /// If `options` are passed, they will be used for the attribute set writer; otherwise, they will be derived from
262 /// the main writer.
263 /// \warning Currently this is only supported for writers created via RNTupleWriter::Append(). This limitation
264 /// will be lifted in the future.
265 ROOT::RNTupleAttrSetWriterHandle CreateAttributeSet(std::unique_ptr<RNTupleModel> model, std::string_view name,
266 const ROOT::RNTupleWriteOptions *options = nullptr);
267
268 /// Writes the given AttributeSet to the underlying storage and closes it. This method is only useful if you
269 /// want to close the AttributeSet early: otherwise it will automatically closed when the RNTupleWriter gets
270 /// destroyed.
272}; // class RNTupleWriter
273
274} // namespace ROOT
275
276#endif // ROOT_RNTupleWriter
char name[80]
Definition TGX11.cxx:142
A container of const raw pointers, corresponding to a row in the data set.
A collection of Counter objects with a name, a unit, and a description.
Abstract interface to write data into an ntuple.
The REntry is a collection of values in an RNTuple corresponding to a complete row in the data set.
Definition REntry.hxx:55
An interface to read from, or write to, a ROOT file, as well as performing other common operations.
Definition RFile.hxx:254
Non-owning handle to an RNTupleAttrSetWriter.
Class used to write an RNTupleAttrSet in the context of an RNTupleWriter.
A context for filling entries (data) into clusters of an RNTuple.
void FlushCluster()
Flush so far filled entries to storage.
ROOT::NTupleSize_t GetLastFlushed() const
Return the entry number that was last flushed in a cluster.
ROOT::NTupleSize_t GetNEntries() const
Return the number of entries filled so far.
void FlushColumns()
Flush column data, preparing for CommitCluster or to reduce memory usage.
std::unique_ptr< ROOT::REntry > CreateEntry() const
std::unique_ptr< ROOT::Detail::RRawPtrWriteEntry > CreateRawPtrWriteEntry() const
std::unique_ptr< ROOT::RNTupleModel > fModel
Needs to be destructed before fSink.
std::unique_ptr< ROOT::Internal::RPageSink > fSink
void FillNoFlush(ROOT::REntry &entry, ROOT::RNTupleFillStatus &status)
Fill an entry into this context, but don't commit the cluster.
std::size_t Fill(ROOT::REntry &entry)
Fill an entry into this context.
A status object after filling an entry.
A model is usually immutable after passing it to an RNTupleWriter.
The RNTupleModel encapulates the schema of an RNTuple.
Common user-tunable settings for storing RNTuples.
An RNTuple that gets filled with entries (data) and writes them to storage.
ROOT::RNTupleModel & GetUpdatableModel()
std::unique_ptr< ROOT::REntry > CreateEntry() const
static std::unique_ptr< RNTupleWriter > Recreate(std::unique_ptr< ROOT::RNTupleModel > model, std::string_view ntupleName, std::string_view storage, const ROOT::RNTupleWriteOptions &options=ROOT::RNTupleWriteOptions())
Creates an RNTupleWriter backed by storage, overwriting it if one with the same URI exists.
RNTupleWriter(RNTupleWriter &&)=delete
RNTupleWriter(const RNTupleWriter &)=delete
std::unique_ptr< ROOT::Detail::RRawPtrWriteEntry > CreateRawPtrWriteEntry() const
Experimental::Detail::RNTupleMetrics fMetrics
RNTupleWriter & operator=(RNTupleWriter &&)=delete
const Experimental::Detail::RNTupleMetrics & GetMetrics() const
RNTupleFillContext fFillContext
Internal::RPageSink & GetSink()
RNTupleWriter(std::unique_ptr< ROOT::RNTupleModel > model, std::unique_ptr< Internal::RPageSink > sink)
std::size_t Fill(ROOT::REntry &entry)
Multiple entries can have been instantiated from the ntuple model.
std::size_t Fill(ROOT::Detail::RRawPtrWriteEntry &entry)
Fill an RRawPtrWriteEntry into this ntuple.
void FillNoFlush(ROOT::REntry &entry, RNTupleFillStatus &status)
Fill an entry into this ntuple, but don't commit the cluster.
ROOT::NTupleSize_t GetLastCommitted() const
Return the entry number that was last committed in a cluster.
ROOT::NTupleSize_t GetLastCommittedClusterGroup() const
Return the entry number that was last committed in a cluster group.
std::vector< std::shared_ptr< RNTupleAttrSetWriter > > fAttributeSets
All the Attribute Sets created from this Writer.
const ROOT::RNTupleModel & GetModel() const
ROOT::NTupleSize_t fLastCommittedClusterGroup
void FlushColumns()
Flush column data, preparing for CommitCluster or to reduce memory usage.
void CloseAttributeSet(ROOT::RNTupleAttrSetWriterHandle handle)
Writes the given AttributeSet to the underlying storage and closes it.
RNTupleWriter & operator=(const RNTupleWriter &)=delete
ROOT::NTupleSize_t GetLastFlushed() const
Return the entry number that was last flushed in a cluster.
void FillNoFlush(ROOT::Detail::RRawPtrWriteEntry &entry, RNTupleFillStatus &status)
Fill an RRawPtrWriteEntry into this ntuple, but don't commit the cluster.
std::unique_ptr< ROOT::RNTupleModel::RUpdater > CreateModelUpdater()
Get a RNTupleModel::RUpdater that provides limited support for incremental updates to the underlying ...
static std::unique_ptr< RNTupleWriter > Append(std::unique_ptr< ROOT::RNTupleModel > model, std::string_view ntupleName, TDirectory &fileOrDirectory, const ROOT::RNTupleWriteOptions &options=ROOT::RNTupleWriteOptions())
Creates an RNTupleWriter that writes into an existing TFile or TDirectory, without overwriting its co...
void FlushCluster()
Flush so far filled entries to storage.
ROOT::NTupleSize_t GetNEntries() const
Return the number of entries filled so far.
void CommitCluster(bool commitClusterGroup=false)
Ensure that the data from the so far seen Fill calls has been written to storage.
void CloseAttributeSetImpl(ROOT::RNTupleAttrSetWriter &attrSet)
ROOT::RNTupleAttrSetWriterHandle CreateAttributeSet(std::unique_ptr< RNTupleModel > model, std::string_view name, const ROOT::RNTupleWriteOptions *options=nullptr)
Creates a new Attribute Set called name associated to this Writer and returns a non-owning pointer to...
static std::unique_ptr< RNTupleWriter > Create(std::unique_ptr< ROOT::RNTupleModel > model, std::unique_ptr< Internal::RPageSink > sink, const ROOT::RNTupleWriteOptions &options)
Create a writer, potentially wrapping the sink in a RPageSinkBuf.
void CommitDataset()
Closes the underlying file (page sink) and expires the model.
std::size_t Fill()
The simplest user interface if the default entry that comes with the ntuple model is used.
Describe directory structure in memory.
Definition TDirectory.h:45
std::unique_ptr< RNTupleWriter > CreateRNTupleWriter(std::unique_ptr< ROOT::RNTupleModel > model, std::unique_ptr< Internal::RPageSink > sink)
std::uint64_t NTupleSize_t
Integer type long enough to hold the maximum number of entries in a column.