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| <section id="basic-concepts"> |
| <h1>Basic Concepts<a class="headerlink" href="#basic-concepts" title="Link to this heading">#</a></h1> |
| <section id="file-layouts"> |
| <h2>File Layouts<a class="headerlink" href="#file-layouts" title="Link to this heading">#</a></h2> |
| <p>All files of a table are stored under one base directory. Paimon files are |
| organized in a layered style. The following image illustrates the file layout. |
| Starting from a snapshot file, Paimon readers can recursively access all records |
| from the table.</p> |
| <a class="reference internal image-reference" href="_images/file-layout.png"><img alt="File Layout" class="align-center" src="_images/file-layout.png" style="width: 100%;" /> |
| </a> |
| </section> |
| <section id="snapshot"> |
| <h2>Snapshot<a class="headerlink" href="#snapshot" title="Link to this heading">#</a></h2> |
| <p>All snapshot files are stored in the snapshot directory.</p> |
| <p>A snapshot file is a JSON file containing information about this snapshot, |
| including the schema file in use the manifest list containing all changes of |
| this snapshot. A snapshot captures the state of a table at some point in time. |
| Users can access the latest data of a table through the latest snapshot. |
| By time traveling, users can also access the previous state of a table through |
| an earlier snapshot.</p> |
| </section> |
| <section id="manifest-files"> |
| <h2>Manifest Files<a class="headerlink" href="#manifest-files" title="Link to this heading">#</a></h2> |
| <p>All manifest lists and manifest files are stored in the manifest directory. A |
| manifest list is a list of manifest file names. |
| A manifest file is a file containing changes about LSM data files and changelog |
| files. For example, which LSM data file is created and which file is deleted in |
| the corresponding snapshot.</p> |
| </section> |
| <section id="data-files"> |
| <h2>Data Files<a class="headerlink" href="#data-files" title="Link to this heading">#</a></h2> |
| <p>Data files are grouped by partitions. Paimon C++ supports Parquet (default), |
| ORC, and Avro as data file formats.</p> |
| </section> |
| <section id="partition"> |
| <h2>Partition<a class="headerlink" href="#partition" title="Link to this heading">#</a></h2> |
| <p>Paimon adopts the same partitioning concept as Apache Hive to separate data.</p> |
| <p>Partitioning is an optional way of dividing a table into related parts based on |
| the values of particular columns like date, city, and department. Each table can |
| have one or more partition keys to identify a particular partition.</p> |
| <p>By partitioning, users can efficiently operate on a slice of records in the |
| table.</p> |
| </section> |
| <section id="consistency-guarantees"> |
| <h2>Consistency Guarantees<a class="headerlink" href="#consistency-guarantees" title="Link to this heading">#</a></h2> |
| <p>Paimon writers use two-phase commit protocol to atomically commit a batch of |
| records to the table. Each commit produces at most two snapshots at commit time. |
| It depends on the incremental write and compaction strategy. If only incremental |
| writes are performed without triggering a compaction operation, only an |
| incremental snapshot will be created. If a compaction operation is triggered, an |
| incremental snapshot and a compacted snapshot will be created.</p> |
| <p>For any two writers modifying a table at the same time, as long as they do not |
| modify the same partition, their commits can occur in parallel. If they modify |
| the same partition, only snapshot isolation is guaranteed. That is, the final |
| table state may be a mix of the two commits, but no changes are lost.</p> |
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