Overview:
This release has several major themes, featuring the new multi-select panel, new RGCN autoML for grpah, fixes+extensions around features introduced in the previous release (PyGraphistry[AI], Kubernetes, SSO), and several core visualization engine fixes.
Highlights
- Features
- API: Authenticate via SSO or personal key
- API: PyGraphistry[AI]: Neural search, GPU UMAP
- Visualization: Multi-select panel with add, remove, filter, exclude, and expand
- Visualization: Experimental - Cross-origin embedding support for authenticated sessions
- Infrastructure
- Terraform script example for node allocation
- ArgoCD example for gitops maintenace
- Experimental: JupyterHub, Kubernetes Dashboard
- Backups: Restic support
- Discontinuing bridge
- Security
- SSO: Improved UI and parity around site vs org level SSO
- Fixes & tweaks
- Docs
- Migration
Graphistry Versions
| Server | 2.39.43 |
| JS React+Vanilla | 4.2.0 (was 4.1.8) |
| Python PyGraphistry client | 0.28.7 (was 0.27.3) |
Third-Party Versions
| Arrow | 6.0.1 (was 5.0.0) |
| Caddy | 2.5.2 |
| CUDA (In-Docker) | 11.0, 11.4 (new) |
| Dask | 2022.3.0 |
| Django | 3.1 |
| Docker (CE) |
20.10.9
|
| Docker Compose | 1.29.3 |
| fsspec | 2022.3.0 (was 2022.1.0) |
| Gremlinpython | 3.5.0 (was 3.4.8) |
| Jupyter | 1.0.0 |
| Neo4j-python-driver | 4.4.5 |
| NodeJS | 14.19.3 |
| Pandas | 1.3.5 |
| Postgres | 14.4 |
| Python | 3.8.13 |
| neo4j node driver | 4.0, 4.1, 4.4 (was 4.1.1) |
| networkX | 2.6.3 |
| notebook | 6.4.12 |
| Nvidia driver (cloud) | 470 |
| RAPIDS | 22.04 |
| Redis | 6.2.6 |
| Splunk node SDK | 1.9.0 |
| Tornado | 6.1 |
| torch | 1.11.0 |
| torch-geometric | 2.0.4 |
| torch-god | 0.2.0 |
Features
- API:
- PyGraphistry: Authenticate via SSO or Personal Key
- PyGraphistry[AI]: Neural search, GPU UMAP, RGCN
- Visualization: Multi-select panel with add, remove, filter, exclude, and expand
- Visualization: Shorten-labels - disableable
- Visualization: Cross-origin embedding support for authenticated sessions
- To enable, set COOKIE_SECURE=true and COOKIE_SAMESITE=None
- Pivot: Multiple Neo4j 4.X driver support & experimental AWS Neptune support
Infrastructure: Contact staff for support
- Kubernetes
- Terraform script example for node allocation
- ArgoCD example for gitops maintenance
- Experimental: JupyterHub: Chart to spawn per-user pods on demand.
- Experimental: Kubernetes Dashboard: In addition to Argo Kubernetes admin dashboards, Kubernetes Dashboard ones as well
- Experimental: Monitoring stack: Grafana, Prometheus
- Experimental: Morpheus stack
- GCP images
- Smaller image size: 1GB uncompressed - switched base from rapids-runtime to rapids-base
- Backups: Restic support: New backups scripts based on Restic
- Discontinuing bridge: Contact support staff if still necessary
Admin
- Streamlining: Growing amount of org/user/site settings are moving into the organization pages, meaning less need to use the admin portal
Security
- SSO: Initial SSO OIDC support; contact for guidance
- Scanning: Graphistry has advanced to daily whole-container scans and related patching (Grype)
- Pen testing: Graphistry has begun a periodic pen testing program
Fixes & tweaks
- API: PyGraphistry: encode_axis() now renders
- API: Colors: Palette and rgb inputs sent as floats due to NaNs are auto-coerced to int32/64 equivalents
- Visualization rendering: Show self-loops without requiring a hover
- Visualization rendering: When zoomed out, do not hide edges
- Visualization filtering: When filters return 0 edges, no longer show wrong nodes/labels or related phenomena
- Visualization labels: Improve NaN handling and switch symbol to check/cross
- Pivot: Neo4j - Labeling results with Cypher query optional
- Pivot: Neo4j - Include user-defined WHERE clause portion
- Pivot: Neo4j - Option to reconnect driver per-query
- Orgs & SSO: A variety of minor fixes
- Infrastructure: Fixed Torch dependency to the expected, and aligned with PyGraphistry[AI]
- Infrastructure: Service account creation, including on AWS Marketplace start, no longer races with initial database creation
Docs
Migration
- Note that future releases will likely move from CUDA 11.4 to 11.5 to simplify alignment with Nvidia Morpheus
- Graphistry Bridge has been discontinued; contact staff if you need additional support
- See previous notes
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