ClickHouse/ci/praktika/digest.py

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import dataclasses
import hashlib
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import os
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from hashlib import md5
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from pathlib import Path
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from typing import List
from praktika import Job
from praktika.docker import Docker
from praktika.settings import Settings
from praktika.utils import Utils
class Digest:
def __init__(self):
self.digest_cache = {}
@staticmethod
def _hash_digest_config(digest_config: Job.CacheDigestConfig) -> str:
data_dict = dataclasses.asdict(digest_config)
hash_obj = md5()
hash_obj.update(str(data_dict).encode())
hash_string = hash_obj.hexdigest()
return hash_string
def calc_job_digest(self, job_config: Job.Config):
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config = job_config.digest_config
if not config:
return "f" * Settings.CACHE_DIGEST_LEN
cache_key = self._hash_digest_config(config)
if cache_key in self.digest_cache:
return self.digest_cache[cache_key]
included_files = Utils.traverse_paths(
job_config.digest_config.include_paths,
job_config.digest_config.exclude_paths,
sorted=True,
)
print(
f"calc digest for job [{job_config.name}]: hash_key [{cache_key}], include [{len(included_files)}] files"
)
# Sort files to ensure consistent hash calculation
included_files.sort()
# Calculate MD5 hash
res = ""
if not included_files:
res = "f" * Settings.CACHE_DIGEST_LEN
print(f"NOTE: empty digest config [{config}] - return dummy digest")
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else:
hash_md5 = hashlib.md5()
for file_path in included_files:
res = self._calc_file_digest(file_path, hash_md5)
assert res
self.digest_cache[cache_key] = res
return res
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def calc_docker_digest(
self,
docker_config: Docker.Config,
dependency_configs: List[Docker.Config],
hash_md5=None,
):
"""
:param hash_md5:
:param dependency_configs: list of Docker.Config(s) that :param docker_config: depends on
:param docker_config: Docker.Config to calculate digest for
:return:
"""
print(f"Calculate digest for docker [{docker_config.name}]")
paths = Utils.traverse_path(docker_config.path, sorted=True)
if not hash_md5:
hash_md5 = hashlib.md5()
dependencies = []
for dependency_name in docker_config.depends_on:
for dependency_config in dependency_configs:
if dependency_config.name == dependency_name:
print(
f"Add docker [{dependency_config.name}] as dependency for docker [{docker_config.name}] digest calculation"
)
dependencies.append(dependency_config)
for dependency in dependencies:
_ = self.calc_docker_digest(dependency, dependency_configs, hash_md5)
for path in paths:
_ = self._calc_file_digest(path, hash_md5=hash_md5)
return hash_md5.hexdigest()[: Settings.CACHE_DIGEST_LEN]
@staticmethod
def _calc_file_digest(file_path, hash_md5):
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# Resolve file path if it's a symbolic link
resolved_path = file_path
if Path(file_path).is_symlink():
resolved_path = os.path.realpath(file_path)
if not Path(resolved_path).is_file():
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print(
f"WARNING: No valid file resolved by link {file_path} -> {resolved_path} - skipping digest calculation"
)
return hash_md5.hexdigest()[: Settings.CACHE_DIGEST_LEN]
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with open(resolved_path, "rb") as f:
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for chunk in iter(lambda: f.read(4096), b""):
hash_md5.update(chunk)
return hash_md5.hexdigest()[: Settings.CACHE_DIGEST_LEN]