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Add compression statistics to README

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  1. README.md +12 -4
README.md CHANGED
@@ -19,6 +19,14 @@ This dataset was exported from the **CellxGene Census** as a **chunked + compres
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  - **Shape**: `100,000 cells × 61,497 genes`
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  - **Zarr path**: `lung.zarr`
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  ### Included labels
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  - `obs/cell_type`
@@ -197,13 +205,13 @@ sc.tl.leiden(adata, resolution=0.5)
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  Measured locally while building this dataset:
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- - open Zarr group: **0.0012 s**
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- - read one `X[chunk]` (1000×1000): **0.0061 s**
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  ```json
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  {
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- "open_seconds": 0.0011517200618982315,
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- "read_chunk_seconds": 0.006099492311477661,
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  "chunk_shape": [
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  1000,
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  1000
 
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  - **Shape**: `100,000 cells × 61,497 genes`
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  - **Zarr path**: `lung.zarr`
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+ ### Compression
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+
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+ - **Uncompressed** (dense float32): **22.91 GB**
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+ - **Compressed Zarr**: **~307 MB** (322 MB on Hub)
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+ - **Compression ratio**: **~76×** (Blosc zstd on sparse single-cell data)
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+
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+ The high compression ratio is achieved through Blosc zstd compression optimized for sparse expression matrices typical in single-cell RNA-seq data.
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+
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  ### Included labels
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  - `obs/cell_type`
 
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  Measured locally while building this dataset:
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+ - open Zarr group: **0.0021 s**
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+ - read one `X[chunk]` (1000×1000): **0.0864 s**
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  ```json
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  {
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+ "open_seconds": 0.0021242350339889526,
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+ "read_chunk_seconds": 0.08641284704208374,
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  "chunk_shape": [
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  1000,
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  1000