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Useful implementations of data structures and design patterns for AI knowledge bases. (Legacy package - please use modular packages instead)
⚠️ DEPRECATED: This package is maintained for backward compatibility only. Please use the modular packages instead.
The dataknobs
package has been split into modular packages for better maintainability and flexibility:
For backward compatibility:
pip install dataknobs
For new projects, install only what you need:
# Install specific packages
pip install dataknobs-structures
pip install dataknobs-utils
pip install dataknobs-xization
# Or install all
pip install dataknobs-structures dataknobs-utils dataknobs-xization
The legacy package maintains the same import structure, but shows deprecation warnings. To migrate:
# Old (deprecated)
from dataknobs.structures.tree import Tree
from dataknobs.utils.json_utils import get_value
# New (recommended)
from dataknobs_structures.tree import Tree
from dataknobs_utils.json_utils import get_value
dataknobs.structures.*
→ dataknobs_structures.*
dataknobs.utils.*
→ dataknobs_utils.*
dataknobs.xization.*
→ dataknobs_xization.*
Please migrate to the modular packages as soon as possible.
See LICENSE file in the root repository.
FAQs
Useful implementations of data structures and design patterns for AI knowledge bases. (Legacy package - please use modular packages instead)
We found that dataknobs demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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Product
Socket’s new Tier 1 Reachability filters out up to 80% of irrelevant CVEs, so security teams can focus on the vulnerabilities that matter.
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