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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;
39
40namespace Experimental {
41class RNTupleAttrSetWriterHandle;
42
43} // namespace Experimental
44
45namespace Internal {
46// Non-public factory method for an RNTuple writer that uses an already constructed page sink
47std::unique_ptr<RNTupleWriter>
48CreateRNTupleWriter(std::unique_ptr<ROOT::RNTupleModel> model, std::unique_ptr<Internal::RPageSink> sink);
49} // namespace Internal
50
51// clang-format off
52/**
53\class ROOT::RNTupleWriter
54\ingroup NTuple
55\brief An RNTuple that gets filled with entries (data) and writes them to storage
56
57RNTupleWriter is an interface for writing RNTuples to storage. It can be instantiated using the static functions
58Append() and Recreate(), providing an RNTupleModel that defines the schema of the data to be written.
59
60An RNTuple can be thought of as a table, whose columns are defined by its schema (i.e. by its associated RNTupleModel,
61whose Fields map to 0 or more columns).
62Writing into an RNTuple happens by filling *entries* into the RNTupleWriter, which make up the rows of the table.
63The simplest way to do so is by:
64
65- retrieving a (shared) pointer to each Field's value;
66- writing a value into each pointer;
67- calling `writer->Fill()` to commit the entry with all the current pointer values.
68
69~~~ {.cpp}
70#include <ROOT/RNTupleWriter.hxx>
71
72/// 1. Create the model.
73auto model = ROOT::RNTupleModel::Create();
74// Define the schema by adding Fields to the model.
75// MakeField returns a shared_ptr to the value to be written (in this case, a shared_ptr<int>)
76auto pFoo = model->MakeField<int>("foo");
77
78/// 2. Create writer from the model.
79auto writer = ROOT::RNTupleWriter::Recreate(std::move(model), "myNTuple", "some/file.root");
80
81/// 3. Write into it.
82for (int i = 0; i < 10; ++i) {
83 // Assign the value you want to each RNTuple Field (in this case there is only one Field "foo").
84 *pFoo = i;
85
86 // Fill() writes the entire entry to the RNTuple.
87 // After calling Fill() you can safely write another value into `pFoo` knowing that the previous one was
88 // already saved.
89 writer->Fill();
90}
91
92// On destruction, the writer will flush the written data to disk.
93~~~
94
95The caller has to make sure that the data that gets filled into an RNTuple is not modified for the time of the
96Fill() call. The Fill call serializes the C++ object into the column format and
97writes data into the corresponding column page buffers.
98
99The actual writing of the buffers to storage is deferred and can be triggered by FlushCluster() or by
100destructing the writer.
101
102On I/O errors, a ROOT::RException is thrown.
103
104*/
105// clang-format on
108 friend std::unique_ptr<RNTupleWriter>
109 Internal::CreateRNTupleWriter(std::unique_ptr<ROOT::RNTupleModel>, std::unique_ptr<Internal::RPageSink>);
110
111private:
114 /// All the Attribute Sets created from this Writer.
115 std::vector<std::shared_ptr<Experimental::RNTupleAttrSetWriter>> fAttributeSets;
116
118
119 RNTupleWriter(std::unique_ptr<ROOT::RNTupleModel> model, std::unique_ptr<Internal::RPageSink> sink);
120
123
124 // Helper function that is called from CommitCluster() when necessary
125 void CommitClusterGroup();
126
128
129 /// Create a writer, potentially wrapping the sink in a RPageSinkBuf.
130 static std::unique_ptr<RNTupleWriter> Create(std::unique_ptr<ROOT::RNTupleModel> model,
131 std::unique_ptr<Internal::RPageSink> sink,
132 const ROOT::RNTupleWriteOptions &options);
133
134public:
135 /// Creates an RNTupleWriter backed by `storage`, overwriting it if one with the same URI exists.
136 /// The format of the backing storage is determined by `storage`: in the simplest case it will be a local file, but
137 /// a different backend may be selected via the URI prefix.
138 ///
139 /// The RNTupleWriter will create an RNTuple with the schema determined by `model` (which must not be null) and
140 /// with name `ntupleName`. This same name can later be used to read back the RNTuple via RNTupleReader.
141 ///
142 /// \param model The RNTupleModel describing the schema of the RNTuple written by this writer
143 /// \param ntupleName The name of the RNTuple to be written
144 /// \param storage The URI where the RNTuple will be stored (usually just a file name or path)
145 /// \param options May be passed to customize the behavior of the RNTupleWriter (see also RNTupleWriteOptions).
146 ///
147 /// Throws a ROOT::RException if the model is null.
148 static std::unique_ptr<RNTupleWriter>
149 Recreate(std::unique_ptr<ROOT::RNTupleModel> model, std::string_view ntupleName, std::string_view storage,
151
152 /// Convenience function allowing to call Recreate() with an inline-defined model.
153 static std::unique_ptr<RNTupleWriter>
154 Recreate(std::initializer_list<std::pair<std::string_view, std::string_view>> fields, std::string_view ntupleName,
155 std::string_view storage, const ROOT::RNTupleWriteOptions &options = ROOT::RNTupleWriteOptions());
156
157 /// Creates an RNTupleWriter that writes into an existing TFile or TDirectory, without overwriting its content.
158 /// `fileOrDirectory` may be an empty TFile and its reference **must remain valid** for the lifetime of the
159 /// RNTupleWriter (which means the TDirectory object must not be moved, destroyed or replaced during that time).
160 /// \see Recreate()
161 static std::unique_ptr<RNTupleWriter> Append(std::unique_ptr<ROOT::RNTupleModel> model, std::string_view ntupleName,
162 TDirectory &fileOrDirectory,
164
165 /// Creates an RNTupleWriter that writes into the given `file`, appending to it. The RNTuple is written under the
166 /// path `ntuplePath`.
167 /// `ntuplePath` may have the form `"path/to/ntuple"`, in which case the ntuple's name will be `"ntuple"` and it will
168 /// be stored under the given `ntuplePath` in the RFile.
169 /// Throws an exception if the model is null.
170 static std::unique_ptr<RNTupleWriter> Append(std::unique_ptr<ROOT::RNTupleModel> model, std::string_view ntupleName,
171 ROOT::RFile &file,
173
174 RNTupleWriter(const RNTupleWriter &) = delete;
179
180 /// The simplest user interface if the default entry that comes with the ntuple model is used.
181 /// \return The number of uncompressed bytes written.
182 std::size_t Fill() { return fFillContext.Fill(fFillContext.fModel->GetDefaultEntry()); }
183 /// Multiple entries can have been instantiated from the ntuple model. This method will check the entry's model ID
184 /// to ensure it comes from the writer's own model or throw an exception otherwise.
185 /// \return The number of uncompressed bytes written.
186 std::size_t Fill(ROOT::REntry &entry) { return fFillContext.Fill(entry); }
187 /// Fill an entry into this ntuple, but don't commit the cluster. The calling code must pass an RNTupleFillStatus
188 /// and check RNTupleFillStatus::ShouldFlushCluster.
189 void FillNoFlush(ROOT::REntry &entry, RNTupleFillStatus &status) { fFillContext.FillNoFlush(entry, status); }
190
191 /// Fill an RRawPtrWriteEntry into this ntuple. This method will check the entry's model ID to ensure it comes from
192 /// the writer's own model or throw an exception otherwise.
193 /// \return The number of uncompressed bytes written.
194 std::size_t Fill(ROOT::Detail::RRawPtrWriteEntry &entry) { return fFillContext.Fill(entry); }
195 /// Fill an RRawPtrWriteEntry into this ntuple, but don't commit the cluster. The calling code must pass an
196 /// RNTupleFillStatus and check RNTupleFillStatus::ShouldFlushCluster.
198 {
199 fFillContext.FillNoFlush(entry, status);
200 }
201
202 /// Flush column data, preparing for CommitCluster or to reduce memory usage. This will trigger compression of pages,
203 /// but not actually write to storage (unless buffered writing is turned off).
205 /// Flush so far filled entries to storage
207 /// Ensure that the data from the so far seen Fill calls has been written to storage
208 void CommitCluster(bool commitClusterGroup = false)
209 {
211 if (commitClusterGroup)
213 }
214 /// Closes the underlying file (page sink) and expires the model. Automatically called on destruct.
215 /// Once the dataset is committed, calls to Fill(), [Commit|Flush]Cluster(), FlushColumns(), CreateEntry(),
216 /// and model updating fail.
217 void CommitDataset();
218
219 std::unique_ptr<ROOT::REntry> CreateEntry() const { return fFillContext.CreateEntry(); }
220 std::unique_ptr<ROOT::Detail::RRawPtrWriteEntry> CreateRawPtrWriteEntry() const
221 {
223 }
224
225 /// Return the entry number that was last flushed in a cluster.
227 /// Return the entry number that was last committed in a cluster.
229 /// Return the entry number that was last committed in a cluster group.
231 /// Return the number of entries filled so far.
233
236
237 const ROOT::RNTupleModel &GetModel() const { return *fFillContext.fModel; }
238
239 /// Get a RNTupleModel::RUpdater that provides limited support for incremental updates to the underlying
240 /// model, e.g. addition of new fields.
241 ///
242 /// Note that a Model may not be extended with Streamer fields.
243 ///
244 /// **Example: add a new field after the model has been used to construct a `RNTupleWriter` object**
245 /// ~~~ {.cpp}
246 /// #include <ROOT/RNTuple.hxx>
247 ///
248 /// auto model = ROOT::RNTupleModel::Create();
249 /// auto fldFloat = model->MakeField<float>("fldFloat");
250 /// auto writer = ROOT::RNTupleWriter::Recreate(std::move(model), "myNTuple", "some/file.root");
251 /// auto updater = writer->CreateModelUpdater();
252 /// updater->BeginUpdate();
253 /// updater->AddField(std::make_unique<RField<float>>("pt"));
254 /// updater->CommitUpdate();
255 ///
256 /// // ...
257 /// ~~~
258 std::unique_ptr<ROOT::RNTupleModel::RUpdater> CreateModelUpdater()
259 {
260 return std::make_unique<ROOT::RNTupleModel::RUpdater>(*this);
261 }
262
263 /// Creates a new Attribute Set called `name` associated to this Writer and returns a non-owning pointer to it.
264 /// The lifetime of the Attribute Set ends at the same time as the Writer's.
265 /// If `options` are passed, they will be used for the attribute set writer; otherwise, they will be derived from
266 /// the main writer.
267 /// \warning Currently this is only supported for writers created via RNTupleWriter::Append(). This limitation
268 /// will be lifted in the future.
270 CreateAttributeSet(std::unique_ptr<RNTupleModel> model, std::string_view name,
271 const ROOT::RNTupleWriteOptions *options = nullptr);
272
273 /// Writes the given AttributeSet to the underlying storage and closes it. This method is only useful if you
274 /// want to close the AttributeSet early: otherwise it will automatically closed when the RNTupleWriter gets
275 /// destroyed.
277}; // class RNTupleWriter
278
279} // namespace ROOT
280
281#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.
Non-owning handle to an RNTupleAttrSetWriter.
Class used to write an RNTupleAttrSet in the context of an RNTupleWriter.
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:58
An interface to read from, or write to, a ROOT file, as well as performing other common operations.
Definition RFile.hxx:254
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.
void CloseAttributeSetImpl(ROOT::Experimental::RNTupleAttrSetWriter &attrSet)
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
std::vector< std::shared_ptr< Experimental::RNTupleAttrSetWriter > > fAttributeSets
All the Attribute Sets created from this Writer.
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
ROOT::Experimental::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...
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.
const ROOT::RNTupleModel & GetModel() const
ROOT::NTupleSize_t fLastCommittedClusterGroup
void FlushColumns()
Flush column data, preparing for CommitCluster or to reduce memory usage.
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 CloseAttributeSet(ROOT::Experimental::RNTupleAttrSetWriterHandle handle)
Writes the given AttributeSet to the underlying storage and closes it.
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.