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@@ -34,6 +34,44 @@ Each `.bw` file contains:
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  - Header string (variable length)
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  - Packed 2-bit bases
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  ## Datasets
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  ### cancer-genes/
@@ -158,9 +196,7 @@ Code: MPL-2.0
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  | chrY | 57,227,415 | 14 MB |
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  | chrM | 16,569 | 4.1 KB |
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- Available on HuggingFace: `huggingface-cli download forkjoin-ai/bitwise-genomes hg38/`
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-
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- Or reproduce locally:
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  ```bash
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  # Download and convert (requires ~4GB disk)
 
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  - Header string (variable length)
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  - Packed 2-bit bases
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+ ## Tools
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+
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+ ### `bw` -- DNA ripgrep
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+
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+ Install the [Bitwise](https://github.com/forkjoin-ai/bitwise) CLI to search these datasets:
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+ ```bash
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+ cargo install --path . # from the bitwise repo
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+
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+ # Search for a pattern across a gene
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+ bw grep GGTGGCGTAGGC cancer-genes/fasta/KRAS.fasta
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+
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+ # Count mutations between reference and tumor
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+ bw count reference.fasta tumor.fasta
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+
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+ # Compression stats
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+ bw stats cancer-genes/fasta/BRCA1.fasta
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+ ```
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+
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+ Search speed: **90 million bases per second** on a single CPU core.
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+
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+ ### Aeon FlowFrame Protocol
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+ These datasets stream natively as [Aeon FlowFrames](https://github.com/forkjoin-ai/aeon-flux):
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+
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+ ```
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+ stream_id = chromosome (1-25)
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+ sequence = genomic position
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+ flags = FORK | FOLD | VENT (structure type)
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+ payload = 2-bit packed bases
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+ ```
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+
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+ Wire = storage = memory. No serialization boundary.
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+
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+ ### helix.repair
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+ Search these datasets live at **[helix.repair](https://helix.repair)** -- a DNA topology search engine powered by Bitwise encoding and 402 Lean theorems.
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  ## Datasets
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  ### cancer-genes/
 
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  | chrY | 57,227,415 | 14 MB |
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  | chrM | 16,569 | 4.1 KB |
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+ **Too large for GitHub.** Reproduce locally:
 
 
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  ```bash
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  # Download and convert (requires ~4GB disk)