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doc: basic hash bin delegation repo example + test #1700
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doc: use sentence case in all repo example titles
lukpueh e90acfe
doc: basic hash bin delegation repo example + test
lukpueh b8cf1c0
doc: annotate types in hash bin delegation example
lukpueh ef388da
doc: clarify math in hash bin delegation example
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""" | ||
A TUF hash bin delegation example using the low-level TUF Metadata API. | ||
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As 'repository_tool' and 'repository_lib' are being deprecated, hash bin | ||
delegation interfaces are no longer available in this implementation. The | ||
example code in this file demonstrates how to easily implement those | ||
interfaces, and how to use them together with the TUF metadata API, to perform | ||
hash bin delegation. | ||
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Contents: | ||
- Re-usable hash bin delegation helpers | ||
- Basic hash bin delegation example | ||
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See 'basic_repo.py' for a more comprehensive TUF metadata API example. | ||
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NOTE: Metadata files will be written to a 'tmp*'-directory in CWD. | ||
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""" | ||
import hashlib | ||
import os | ||
import tempfile | ||
from collections import OrderedDict | ||
from datetime import datetime, timedelta | ||
from pathlib import Path | ||
from typing import Any, Dict, Iterator, List, Tuple | ||
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from securesystemslib.keys import generate_ed25519_key | ||
from securesystemslib.signer import SSlibSigner | ||
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from tuf.api.metadata import ( | ||
DelegatedRole, | ||
Delegations, | ||
Key, | ||
Metadata, | ||
TargetFile, | ||
Targets, | ||
) | ||
from tuf.api.serialization.json import JSONSerializer | ||
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def _in(days: float) -> datetime: | ||
"""Adds 'days' to now and returns datetime object w/o microseconds.""" | ||
return datetime.utcnow().replace(microsecond=0) + timedelta(days=days) | ||
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SPEC_VERSION = "1.0.19" | ||
roles: Dict[str, Metadata] = {} | ||
keys: Dict[str, Dict[str, Any]] = {} | ||
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# Hash bin delegation | ||
# =================== | ||
# Hash bin delegation allows to automatically distribute a large number of | ||
# target files over a fixed number of targets metadata, in order to reduce the | ||
# size of the specific targets metadata a client needs to download for a given | ||
# target file, and thus reduce the metadata network overhead caused by TUF. | ||
# | ||
# It is achieved by uniformly delegating the responsibility for target files | ||
# based on the leading digits of the hash of their file path, where each | ||
# delegated targets role is responsible for an incremental range of target path | ||
# hash prefixes. | ||
# | ||
# The only number that needs to be configured is the number of bins, everything | ||
# else is derived using the mathematical operations outlined below. An | ||
# appropriate number of bins depends on the expected number of target files in | ||
# a repository. For the purpose of this example we choose... | ||
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# The fixed number of bins determines the length of any considered hash prefix, | ||
# how many prefixes exist in total, and how many prefixes fall into each bin. | ||
NUMBER_OF_BINS = 32 # power of 2 for even distribution of hash prefixes | ||
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# The available digits in the hexadecimal representation of the number of bins | ||
# (minus one, counting starts at zero) determines the length of any hash prefix, | ||
# i.e. how many left digits need to be considered to assign the hash to a bin. | ||
PREFIX_LEN = len(f"{NUMBER_OF_BINS - 1:x}") # 2 | ||
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# The total number of distinct hash prefixes is determined by the highest | ||
# hexadecimal number that can be represented with the given number of digits. | ||
NUMBER_OF_PREFIXES = 16 ** PREFIX_LEN # 256 | ||
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# If the number of bins is a power of two, all hash prefixes can be evenly | ||
# distributed over all bins and thus allow us to compute the size of any bin. | ||
BIN_SIZE = NUMBER_OF_PREFIXES // NUMBER_OF_BINS # 8 | ||
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# Helpers | ||
# ------- | ||
def _bin_name(low: int, high: int) -> str: | ||
"""Generates a bin name according to the hash prefixes the bin serves. | ||
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The name is either a single hash prefix for bin size 1, or a range of hash | ||
prefixes otherwise. The prefix length is needed to zero-left-pad the | ||
hex representation of the hash prefix for uniform bin name lengths. | ||
""" | ||
if low == high: | ||
return f"{low:0{PREFIX_LEN}x}" | ||
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return f"{low:0{PREFIX_LEN}x}-{high:0{PREFIX_LEN}x}" | ||
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def generate_hash_bins() -> Iterator[Tuple[str, List[str]]]: | ||
"""Returns generator for bin names and hash prefixes per bin.""" | ||
# Iterate over the total number of hash prefixes in 'bin size'-steps to | ||
# generate bin names and a list of hash prefixes served by each bin. | ||
for low in range(0, NUMBER_OF_PREFIXES, BIN_SIZE): | ||
high = low + BIN_SIZE - 1 | ||
bin_name = _bin_name(low, high) | ||
hash_prefixes = [] | ||
for prefix in range(low, low + BIN_SIZE): | ||
hash_prefixes.append(f"{prefix:0{PREFIX_LEN}x}") | ||
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yield bin_name, hash_prefixes | ||
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def find_hash_bin(path: str) -> str: | ||
"""Returns name of bin for target file based on the target path hash.""" | ||
# Generate hash digest of passed target path and take its prefix, given the | ||
# global prefix length for the given number of bins. | ||
hasher = hashlib.sha256() | ||
hasher.update(path.encode("utf-8")) | ||
target_name_hash = hasher.hexdigest() | ||
prefix = int(target_name_hash[:PREFIX_LEN], 16) | ||
# Find lower and upper bounds for hash prefix given its numerical value and | ||
# the the general bin size for the given number of bins. | ||
low = prefix - (prefix % BIN_SIZE) | ||
high = low + BIN_SIZE - 1 | ||
return _bin_name(low, high) | ||
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# Keys | ||
# ---- | ||
# Given that the primary concern of hash bin delegation is to reduce network | ||
# overhead, it is acceptable to re-use one signing key for all delegated | ||
# targets roles (bin-n). However, we do use a different key for the delegating | ||
# targets role (bins). Considering the high responsibility but also low | ||
# volatility of the bins role, it is recommended to require signature | ||
# thresholds and keep the keys offline in a real-world scenario. | ||
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# NOTE: See "Targets delegation" and "Signature thresholds" paragraphs in | ||
# 'basic_repo.py' for more details | ||
for name in ["bin-n", "bins"]: | ||
keys[name] = generate_ed25519_key() | ||
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# Targets roles | ||
# ------------- | ||
# NOTE: See "Targets" and "Targets delegation" paragraphs in 'basic_repo.py' | ||
# example for more details about the Targets object. | ||
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# Create preliminary delegating targets role (bins) and add public key for | ||
# delegated targets (bin_n) to key store. Delegation details are update below. | ||
roles["bins"] = Metadata[Targets]( | ||
signed=Targets( | ||
version=1, | ||
spec_version=SPEC_VERSION, | ||
expires=_in(365), | ||
targets={}, | ||
delegations=Delegations( | ||
keys={ | ||
keys["bin-n"]["keyid"]: Key.from_securesystemslib_key( | ||
keys["bin-n"] | ||
) | ||
}, | ||
roles=OrderedDict(), | ||
), | ||
), | ||
signatures=OrderedDict(), | ||
) | ||
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# The hash bin generator yields an ordered list of incremental hash bin names | ||
# (ranges), plus the hash prefixes each bin is responsible for, e.g.: | ||
# | ||
# bin_n_name: 00-07 bin_n_hash_prefixes: 00 01 02 03 04 05 06 07 | ||
# 08-0f 08 09 0a 0b 0c 0d 0e 0f | ||
# 10-17 10 11 12 13 14 15 16 17 | ||
# ... ... | ||
# f8-ff f8 f9 fa fb fc fd fe ff | ||
for bin_n_name, bin_n_hash_prefixes in generate_hash_bins(): | ||
# Update delegating targets role (bins) with delegation details for each | ||
# delegated targets role (bin_n). | ||
roles["bins"].signed.delegations.roles[bin_n_name] = DelegatedRole( | ||
name=bin_n_name, | ||
keyids=[keys["bin-n"]["keyid"]], | ||
threshold=1, | ||
terminating=False, | ||
path_hash_prefixes=bin_n_hash_prefixes, | ||
) | ||
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# Create delegated targets roles (bin_n) | ||
roles[bin_n_name] = Metadata[Targets]( | ||
signed=Targets( | ||
version=1, spec_version=SPEC_VERSION, expires=_in(7), targets={} | ||
), | ||
signatures=OrderedDict(), | ||
) | ||
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# Add target file | ||
# --------------- | ||
# For the purpose of this example we will protect the integrity of this very | ||
# example script by adding its file info to the corresponding bin metadata. | ||
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# NOTE: See "Targets" paragraph in 'basic_repo.py' example for more details | ||
# about adding target file infos to targets metadata. | ||
local_path = Path(__file__).resolve() | ||
target_path = f"{local_path.parts[-2]}/{local_path.parts[-1]}" | ||
target_file_info = TargetFile.from_file(target_path, str(local_path)) | ||
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# The right bin for a target file is determined by the 'target_path' hash, e.g.: | ||
# | ||
# target_path: 'repo_example/hashed_bin_delegation.py' | ||
# target_path (hash digest): '85e1a6c06305bd9c1e15c7ae565fd16ea304bfc...' | ||
# | ||
# --> considered hash prefix '85', falls into bin '80-87' | ||
bin_for_target = find_hash_bin(target_path) | ||
roles[bin_for_target].signed.targets[target_path] = target_file_info | ||
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# Sign and persist | ||
# ---------------- | ||
# Sign all metadata and persist to temporary directory at CWD for review | ||
# (most notably see 'bins.json' and '80-87.json'). | ||
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# NOTE: See "Persist metadata" paragraph in 'basic_repo.py' example for more | ||
# details about serialization formats and metadata file name convention. | ||
PRETTY = JSONSerializer(compact=False) | ||
TMP_DIR = tempfile.mkdtemp(dir=os.getcwd()) | ||
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for role_name, role in roles.items(): | ||
key = keys["bins"] if role_name == "bins" else keys["bin-n"] | ||
signer = SSlibSigner(key) | ||
role.sign(signer) | ||
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filename = f"{role_name}.json" | ||
filepath = os.path.join(TMP_DIR, filename) | ||
role.to_file(filepath, serializer=PRETTY) |
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Maybe add a simple word or comment on what
1:x
does.I had to find it online and because I hadn't used it, it wasn't trivial to me.
In that context, it could be useful to explain somewhere why we use hexadecimal strings.
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Thanks for the comment, @MVrachev! I just pushed a commit trying to make this clearer. Let me know what you think.