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April 3, 2025 10:50
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Quick and dirty(!!) experiments for the compression of the IBD Booster / SwiftSync hints file: https://delvingbitcoin.org/t/ibd-booster-speeding-up-ibd-with-pre-generated-hints-poc/1562
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{ | |
"nbformat": 4, | |
"nbformat_minor": 0, | |
"metadata": { | |
"colab": { | |
"provenance": [] | |
}, | |
"kernelspec": { | |
"name": "python3", | |
"display_name": "Python 3" | |
}, | |
"language_info": { | |
"name": "python" | |
} | |
}, | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"source": [ | |
"# for https://delvingbitcoin.org/t/ibd-booster-speeding-up-ibd-with-pre-generated-hints-poc/1562" | |
], | |
"metadata": { | |
"id": "WvZKsBF9OGqx" | |
}, | |
"execution_count": null, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 63, | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "voIxLwbS5UQm", | |
"outputId": "aac29d66-ac1f-46a6-8ebb-4a849aac9a49" | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"--2025-04-03 10:36:20-- https://github.com/theStack/bitcoin/raw/refs/heads/booster_data_850900/booster850900.bin.xz\n", | |
"Resolving github.com (github.com)... 140.82.112.4\n", | |
"Connecting to github.com (github.com)|140.82.112.4|:443... connected.\n", | |
"HTTP request sent, awaiting response... 302 Found\n", | |
"Location: https://raw.githubusercontent.com/theStack/bitcoin/refs/heads/booster_data_850900/booster850900.bin.xz [following]\n", | |
"--2025-04-03 10:36:20-- https://raw.githubusercontent.com/theStack/bitcoin/refs/heads/booster_data_850900/booster850900.bin.xz\n", | |
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.110.133, 185.199.111.133, ...\n", | |
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n", | |
"HTTP request sent, awaiting response... 200 OK\n", | |
"Length: 87882052 (84M) [application/octet-stream]\n", | |
"Saving to: ‘booster850900.bin.xz’\n", | |
"\n", | |
"booster850900.bin.x 100%[===================>] 83.81M 217MB/s in 0.4s \n", | |
"\n", | |
"2025-04-03 10:36:21 (217 MB/s) - ‘booster850900.bin.xz’ saved [87882052/87882052]\n", | |
"\n", | |
"xz: booster850900.bin: File exists\n" | |
] | |
} | |
], | |
"source": [ | |
"!wget https://github.com/theStack/bitcoin/raw/refs/heads/booster_data_850900/booster850900.bin.xz -O booster850900.bin.xz\n", | |
"!xz -d booster850900.bin.xz" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"import struct\n", | |
"import statistics" | |
], | |
"metadata": { | |
"id": "jhvyg-tV9Rqa" | |
}, | |
"execution_count": 20, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"def load_hints(file):\n", | |
" block_height = 0\n", | |
" block_outputs_bitmap = {}\n", | |
"\n", | |
" while True:\n", | |
" num_bits_data = file.read(2)\n", | |
" if len(num_bits_data) < 2:\n", | |
" break # End of file\n", | |
" num_bits = struct.unpack('H', num_bits_data)[0]\n", | |
" if num_bits == 0:\n", | |
" break # End marker\n", | |
"\n", | |
" bitmap = []\n", | |
"\n", | |
" # Read full bytes\n", | |
" num_full_bytes = num_bits // 8\n", | |
" for _ in range(num_full_bytes):\n", | |
" byte = file.read(1) # 1 byte (uint8_t)\n", | |
" if len(byte) < 1:\n", | |
" break # End of file\n", | |
" byte = byte[0]\n", | |
" for bit in range(8):\n", | |
" bitmap.append((byte & (1 << bit)) != 0)\n", | |
"\n", | |
" # Read remaining bits if any\n", | |
" remaining_bits = num_bits % 8\n", | |
" if remaining_bits > 0:\n", | |
" byte = file.read(1) # Read the last byte with remaining bits\n", | |
" if len(byte) < 1:\n", | |
" break # End of file\n", | |
" byte = byte[0]\n", | |
" for bit in range(remaining_bits):\n", | |
" bitmap.append((byte & (1 << bit)) != 0)\n", | |
"\n", | |
" block_outputs_bitmap[block_height] = bitmap\n", | |
" block_height += 1\n", | |
"\n", | |
" if block_height % 20_000 == 0:\n", | |
" yield block_outputs_bitmap\n", | |
" block_outputs_bitmap = {}\n", | |
" print(f\"IBD Booster hints bitmap: loaded for {block_height} blocks...\")\n", | |
"\n", | |
" # Yield any remaining blocks after the loop ends\n", | |
" if block_outputs_bitmap:\n", | |
" yield block_outputs_bitmap" | |
], | |
"metadata": { | |
"id": "2ydm_8u15XPN" | |
}, | |
"execution_count": 13, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"def int_to_compactsize(value):\n", | |
" if value < 0xfd:\n", | |
" return struct.pack('<B', value)\n", | |
" elif value <= 0xffff:\n", | |
" return struct.pack('<B', 0xfd) + struct.pack('<H', value)\n", | |
" elif value <= 0xffffffff:\n", | |
" return struct.pack('<B', 0xfe) + struct.pack('<I', value)\n", | |
" else:\n", | |
" return struct.pack('<B', 0xff) + struct.pack('<Q', value)\n", | |
"\n", | |
"def int_to_varint(value):\n", | |
" if value < 0:\n", | |
" raise ValueError(\"Value must be a non-negative integer\")\n", | |
" result = []\n", | |
" while value >= 0x80:\n", | |
" # Take the least significant 7 bits and set the MSB (high bit)\n", | |
" result.append((value & 0x7f) | 0x80)\n", | |
" value >>= 7 # Right shift by 7 bits to process the next 7 bits\n", | |
" # Append the final byte (without the MSB)\n", | |
" result.append(value & 0x7f)\n", | |
" return bytes(result)" | |
], | |
"metadata": { | |
"id": "tMbrUFlQBjwg" | |
}, | |
"execution_count": 23, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"height_median_differential = {}\n", | |
"\n", | |
"with open(\"booster850900.bin\", \"rb\") as f:\n", | |
" with open(f\"differential_compact_size.bin\", \"wb\") as f2:\n", | |
" with open(f\"differential_varint.bin\", \"wb\") as f3:\n", | |
" differential_index = 0\n", | |
" for block_batch in load_hints(f):\n", | |
" for (height, bitmap) in block_batch.items():\n", | |
" diffs = []\n", | |
" for bit in bitmap:\n", | |
" if bit:\n", | |
" f2.write(int_to_compactsize(differential_index))\n", | |
" f3.write(int_to_varint(differential_index))\n", | |
" diffs.append(differential_index)\n", | |
" differential_index = 0\n", | |
" else:\n", | |
" differential_index += 1\n", | |
" if len(diffs) > 0:\n", | |
" height_median_differential[height] = statistics.median(diffs)" | |
], | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "V-ULOa9_6jBm", | |
"outputId": "2a510d2d-421c-4d52-f77e-9b214c72806f" | |
}, | |
"execution_count": 25, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"IBD Booster hints bitmap: loaded for 20000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 40000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 60000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 80000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 100000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 120000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 140000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 160000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 180000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 200000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 220000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 240000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 260000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 280000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 300000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 320000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 340000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 360000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 380000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 400000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 420000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 440000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 460000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 480000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 500000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 520000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 540000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 560000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 580000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 600000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 620000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 640000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 660000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 680000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 700000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 720000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 740000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 760000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 780000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 800000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 820000 blocks...\n", | |
"IBD Booster hints bitmap: loaded for 840000 blocks...\n" | |
] | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"!xz -v differential_compact_size.bin\n", | |
"!xz -v differential_varint.bin" | |
], | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "2ONFZMzx7Tuo", | |
"outputId": "4ce166b3-0568-4ad8-8120-972bb15549bb" | |
}, | |
"execution_count": 26, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"differential_compact_size.bin (1/1)\n", | |
"xz: differential_compact_size.bin.xz: File exists\n", | |
"differential_varint.bin (1/1)\n", | |
" 100 % 77.6 MiB / 181.3 MiB = 0.428 969 KiB/s 3:11 \n" | |
] | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"import pandas as pd\n", | |
"import seaborn as sns" | |
], | |
"metadata": { | |
"id": "TH-4TgbFFXlr" | |
}, | |
"execution_count": 30, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"df = pd.DataFrame(list(height_median_differential.items()), columns=['height', 'median_differential'])\n", | |
"ax = sns.scatterplot(data=df, x='height', y='median_differential', s=1, alpha=0.1, linewidth=0)\n", | |
"ax.set_yscale(\"log\")" | |
], | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/", | |
"height": 449 | |
}, | |
"id": "uc40CQWIKM0Q", | |
"outputId": "42a3a393-1f6d-427f-eaa7-2c8db4c11498" | |
}, | |
"execution_count": 48, | |
"outputs": [ | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
], | |
"image/png": 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\n" | |
}, | |
"metadata": {} | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"!stat -c \"%n %s\" -- * | column -t" | |
], | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "Z2xICwMZK52Z", | |
"outputId": "a3ac0a37-77bf-4987-98b4-3c6d25ee3b56" | |
}, | |
"execution_count": 62, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"booster850900.bin 364964716\n", | |
"booster850900.bin.xz 87882052\n", | |
"differential_compact_size.bin 188209875\n", | |
"differential_compact_size.bin.xz 81697540\n", | |
"differential_varint.bin 190098381\n", | |
"differential_varint.bin.xz 81321492\n" | |
] | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"source": [], | |
"metadata": { | |
"id": "vc1DmK2TNAzF" | |
}, | |
"execution_count": null, | |
"outputs": [] | |
} | |
] | |
} |
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