Remove a note about cloudpickle support being experimental #34199
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… aggregate a collection of string sequences (FQNs) with a limited size.
… mutable BoundedTrieData
…in fuzzy run tests
…l Dataflow java client support is ready
* Add python ml extras * Create clear bounds on transformers suite and add latest test * Add docs
Introduce a BoundedTrie metric which is used to efficiently store and aggregate a collection of string sequences (FQNs) with a limited size.
It is recommended to review this PR by commits.
BoundedTrie is a space-saving way to store many string sequences (like FQN/file paths). It acts like a tree with branches, holding sequences within a size limit. It can efficiently add, combine, and search and perform trimming of children when the size increases beyond defined max.
Let's say we want to store these sequences, with a size limit of 3:
"folder1/file1.txt"
"folder1/file2.txt"
"folder2/file3.txt"
Here's how the BoundedTrie might look:
root
- folder1
- file1.txt
- file2.txt
- folder2
- file3.txt
If we try to add "folder1/file4.txt", the trie might trim to "folder1", dropping all children to stay within the size limit.
This will be used to replace the StringSet metric for lineage tracking for very large lineage graphs to overcome the size limits.
* The Bag Partition is now configurable. Configuring the number of partitions in the Dask runner is very important to tune performance. This CL gives users control over this parameter. * Apply formatter. * Passing lint via the `run_pylint.sh` script. * Implementing review feedback. * Attempting to pass lint/fmt check. * Fixing isort issues by reading CI output. * More indentation. * rm blank like for isort.
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