Merge remote-tracking branch 'origin/main' into feature/linter-adjustments

Author: rpietzsch

docs/deploy-and-configure/requirements/triple-store-hardware-sizing.md

@@ -0,0 +1,35 @@
+---
+icon: material/memory
+title: "Triple Store Sizing"
+---
+
+# Triple Store Sizing
+
+The following table provides a generic sizing orientation when planning the triple store hardware.
+
+## Sizing Factors
+
+The actual hardware requirements depend on several factors, including:
+
+- **Data Model Complexity**: The number of statements and the complexity of the ontology.
+- **Workload**: The types of queries (e.g., analytical vs. transactional) and update frequency.
+- **Users**: The number of concurrent users and their usage patterns.
+- **Hardware**: The specific performance characteristics of the server hardware (CPU, Disk, RAM).
+
+## Sizing Table
+
+| Statements | RAM | Disk Usage |
+| ---: | ---: | ---: |
+| ~130 M | 8 GB | ~15 GB |
+| ~280 M | 16 GB | ~32 GB |
+| ~1.100 M | 32 GB | ~110 GB |
+| ~2.500 M | 64 GB | ~290 GB |
+| ~20.000 M | 128 GB | ~2.000 GB |
+
+## Performance Considerations
+
+When planning your infrastructure, consider the following performance priorities:
+
+- **CPU**: Single-core performance is critical for query execution speed.
+- **Disk I/O**: High IOPS and throughput are essential for load and indexing performance. SSDs are strongly recommended.
+- **RAM**: While CPU and Disk influence performance, RAM is the mostly limiting factor in terms of the maximum amount of triples that can be loaded and queried efficiently.

docs/develop/python-plugins/setup/index.md

@@ -50,7 +50,7 @@ This section describes which backend components are needed on the Build (DataInt
     An installation of the CPython distribution (at least version 3.3) is required.
     Although other distributions, such as Anaconda, should work as well, only CPython is officially supported.
 
-    The official image ships with a tested python interpreter (currently - 2024 - Python 3.11).
+    The official image ships with a tested python interpreter (currently - 2025 - Python 3.13).
 
 ??? note "Java Embedded Python (Jep)"