mirror of
https://github.com/ClickHouse/ClickHouse.git
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814 lines
28 KiB
Python
814 lines
28 KiB
Python
import json
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import time
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from dataclasses import dataclass, asdict
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from enum import Enum
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from pathlib import Path
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from typing import Dict, Optional, Any, Union, Sequence, List, Set
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from ci_config import JobNames, Build, CI_CONFIG, JobConfig
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from ci_utils import is_hex, GHActions
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from commit_status_helper import CommitStatusData
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from env_helper import (
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TEMP_PATH,
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CI_CONFIG_PATH,
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S3_BUILDS_BUCKET,
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GITHUB_RUN_URL,
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REPORT_PATH,
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)
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from report import BuildResult
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from s3_helper import S3Helper
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from digest_helper import JobDigester
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@dataclass
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class PendingState:
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updated_at: float
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run_url: str
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class CiCache:
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"""
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CI cache is a bunch of records. Record is a file stored under special location on s3.
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The file name has a format:
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<RECORD_TYPE>_[<ATTRIBUTES>]--<JOB_NAME>_<JOB_DIGEST>_<BATCH>_<NUM_BATCHES>.ci
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RECORD_TYPE:
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SUCCESSFUL - for successful jobs
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PENDING - for pending jobs
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ATTRIBUTES:
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release - for jobs being executed on the release branch including master branch (not a PR branch)
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"""
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_REQUIRED_DIGESTS = [JobNames.DOCS_CHECK, Build.PACKAGE_RELEASE]
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_S3_CACHE_PREFIX = "CI_cache_v1"
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_CACHE_BUILD_REPORT_PREFIX = "build_report"
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_RECORD_FILE_EXTENSION = ".ci"
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_LOCAL_CACHE_PATH = Path(TEMP_PATH) / "ci_cache"
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_ATTRIBUTE_RELEASE = "release"
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# divider symbol 1
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_DIV1 = "--"
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# divider symbol 2
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_DIV2 = "_"
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assert _DIV1 != _DIV2
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class RecordType(Enum):
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SUCCESSFUL = "successful"
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PENDING = "pending"
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FAILED = "failed"
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@dataclass
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class Record:
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record_type: "CiCache.RecordType"
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job_name: str
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job_digest: str
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batch: int
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num_batches: int
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release_branch: bool
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file: str = ""
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def to_str_key(self):
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"""other fields must not be included in the hash str"""
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return "_".join(
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[self.job_name, self.job_digest, str(self.batch), str(self.num_batches)]
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)
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class JobType(Enum):
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DOCS = "DOCS"
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SRCS = "SRCS"
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@classmethod
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def is_docs_job(cls, job_name: str) -> bool:
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return job_name == JobNames.DOCS_CHECK
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@classmethod
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def is_srcs_job(cls, job_name: str) -> bool:
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return not cls.is_docs_job(job_name)
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@classmethod
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def get_type_by_name(cls, job_name: str) -> "CiCache.JobType":
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res = cls.SRCS
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if cls.is_docs_job(job_name):
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res = cls.DOCS
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elif cls.is_srcs_job(job_name):
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res = cls.SRCS
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else:
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assert False
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return res
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def __init__(
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self,
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s3: S3Helper,
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job_digests: Dict[str, str],
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cache_enabled: bool = True,
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):
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self.enabled = cache_enabled
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self.jobs_to_skip = [] # type: List[str]
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self.jobs_to_wait = {} # type: Dict[str, JobConfig]
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self.jobs_to_do = {} # type: Dict[str, JobConfig]
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self.s3 = s3
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self.job_digests = job_digests
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self.cache_s3_paths = {
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job_type: f"{self._S3_CACHE_PREFIX}/{job_type.value}-{self._get_digest_for_job_type(self.job_digests, job_type)}/"
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for job_type in self.JobType
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}
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self.s3_record_prefixes = {
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record_type: record_type.value for record_type in self.RecordType
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}
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self.records: Dict["CiCache.RecordType", Dict[str, "CiCache.Record"]] = {
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record_type: {} for record_type in self.RecordType
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}
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self.updated = False
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self.cache_data_fetched = True
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if not self._LOCAL_CACHE_PATH.exists():
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self._LOCAL_CACHE_PATH.mkdir(parents=True, exist_ok=True)
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@classmethod
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def calc_digests_and_create(
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cls, s3: S3Helper, job_configs: Dict[str, JobConfig], cache_enabled: bool = True
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) -> "CiCache":
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job_digester = JobDigester()
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digests = {}
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print("::group::Job Digests")
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for job, job_config in job_configs.items():
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digest = job_digester.get_job_digest(job_config.digest)
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digests[job] = digest
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print(f" job [{job.rjust(50)}] has digest [{digest}]")
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for job in cls._REQUIRED_DIGESTS:
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if job not in job_configs:
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digest = job_digester.get_job_digest(
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CI_CONFIG.get_job_config(job).digest
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)
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digests[job] = digest
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print(
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f" job [{job.rjust(50)}] required for CI Cache has digest [{digest}]"
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)
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print("::endgroup::")
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return CiCache(s3, digests, cache_enabled=cache_enabled)
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def _get_digest_for_job_type(
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self, job_digests: Dict[str, str], job_type: JobType
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) -> str:
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if job_type == self.JobType.DOCS:
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res = job_digests[JobNames.DOCS_CHECK]
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elif job_type == self.JobType.SRCS:
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if Build.PACKAGE_RELEASE in job_digests:
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res = job_digests[Build.PACKAGE_RELEASE]
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else:
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assert False, "BUG, no build job in digest' list"
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else:
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assert False, "BUG, New JobType? - please update the function"
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return res
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def _get_record_file_name(
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self,
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record_type: RecordType,
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job_name: str,
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batch: int,
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num_batches: int,
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release_branch: bool,
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) -> str:
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prefix = self.s3_record_prefixes[record_type]
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prefix_extended = (
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self._DIV2.join([prefix, self._ATTRIBUTE_RELEASE])
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if release_branch
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else prefix
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)
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assert self._DIV1 not in job_name, f"Invalid job name {job_name}"
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job_name = self._DIV2.join(
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[job_name, self.job_digests[job_name], str(batch), str(num_batches)]
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)
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file_name = self._DIV1.join([prefix_extended, job_name])
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file_name += self._RECORD_FILE_EXTENSION
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return file_name
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def _get_record_s3_path(self, job_name: str) -> str:
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return self.cache_s3_paths[self.JobType.get_type_by_name(job_name)]
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def _parse_record_file_name(
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self, record_type: RecordType, file_name: str
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) -> Optional["CiCache.Record"]:
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# validate filename
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if (
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not file_name.endswith(self._RECORD_FILE_EXTENSION)
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or not len(file_name.split(self._DIV1)) == 2
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):
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print("ERROR: wrong file name format")
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return None
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file_name = file_name.removesuffix(self._RECORD_FILE_EXTENSION)
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release_branch = False
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prefix_extended, job_suffix = file_name.split(self._DIV1)
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record_type_and_attribute = prefix_extended.split(self._DIV2)
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# validate filename prefix
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failure = False
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if not 0 < len(record_type_and_attribute) <= 2:
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print("ERROR: wrong file name prefix")
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failure = True
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if (
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len(record_type_and_attribute) > 1
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and record_type_and_attribute[1] != self._ATTRIBUTE_RELEASE
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):
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print("ERROR: wrong record attribute")
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failure = True
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if record_type_and_attribute[0] != self.s3_record_prefixes[record_type]:
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print("ERROR: wrong record type")
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failure = True
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if failure:
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return None
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if (
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len(record_type_and_attribute) > 1
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and record_type_and_attribute[1] == self._ATTRIBUTE_RELEASE
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):
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release_branch = True
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job_properties = job_suffix.split(self._DIV2)
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job_name, job_digest, batch, num_batches = (
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self._DIV2.join(job_properties[:-3]),
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job_properties[-3],
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int(job_properties[-2]),
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int(job_properties[-1]),
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)
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if not is_hex(job_digest):
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print("ERROR: wrong record job digest")
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return None
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record = self.Record(
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record_type,
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job_name,
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job_digest,
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batch,
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num_batches,
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release_branch,
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file="",
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)
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return record
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def print_status(self):
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print(f"Cache enabled: [{self.enabled}]")
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for record_type in self.RecordType:
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GHActions.print_in_group(
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f"Cache records: [{record_type}]", list(self.records[record_type])
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)
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GHActions.print_in_group(
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"Jobs to do:",
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list(self.jobs_to_do.items()),
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)
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GHActions.print_in_group("Jobs to skip:", self.jobs_to_skip)
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GHActions.print_in_group(
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"Jobs to wait:",
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list(self.jobs_to_wait.items()),
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)
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return self
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@staticmethod
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def dump_run_config(indata: Dict[str, Any]) -> None:
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assert indata
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assert CI_CONFIG_PATH
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with open(CI_CONFIG_PATH, "w", encoding="utf-8") as json_file:
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json.dump(indata, json_file, indent=2)
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def update(self):
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"""
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Pulls cache records from s3. Only records name w/o content.
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"""
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if not self.enabled:
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return self
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for record_type in self.RecordType:
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prefix = self.s3_record_prefixes[record_type]
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cache_list = self.records[record_type]
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for job_type in self.JobType:
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path = self.cache_s3_paths[job_type]
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records = self.s3.list_prefix(f"{path}{prefix}", S3_BUILDS_BUCKET)
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records = [record.split("/")[-1] for record in records]
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for file in records:
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record = self._parse_record_file_name(
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record_type=record_type, file_name=file
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)
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if not record:
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print(f"ERROR: failed to parse cache record [{file}]")
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continue
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if (
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record.job_name not in self.job_digests
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or self.job_digests[record.job_name] != record.job_digest
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):
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# skip records we are not interested in
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continue
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if record.to_str_key() not in cache_list:
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cache_list[record.to_str_key()] = record
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self.cache_data_fetched = False
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elif (
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not cache_list[record.to_str_key()].release_branch
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and record.release_branch
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):
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# replace a non-release record with a release one
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cache_list[record.to_str_key()] = record
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self.cache_data_fetched = False
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self.updated = True
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return self
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def fetch_records_data(self):
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"""
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Pulls CommitStatusData for all cached jobs from s3
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"""
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if not self.updated:
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self.update()
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if self.cache_data_fetched:
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# there are no records without fetched data - no need to fetch
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return self
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# clean up
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for file in self._LOCAL_CACHE_PATH.glob("*.ci"):
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file.unlink()
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# download all record files
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for job_type in self.JobType:
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path = self.cache_s3_paths[job_type]
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for record_type in self.RecordType:
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prefix = self.s3_record_prefixes[record_type]
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_ = self.s3.download_files(
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bucket=S3_BUILDS_BUCKET,
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s3_path=f"{path}{prefix}",
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file_suffix=self._RECORD_FILE_EXTENSION,
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local_directory=self._LOCAL_CACHE_PATH,
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)
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# validate we have files for all records and save file names meanwhile
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for record_type in self.RecordType:
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record_list = self.records[record_type]
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for _, record in record_list.items():
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record_file_name = self._get_record_file_name(
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record_type,
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record.job_name,
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record.batch,
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record.num_batches,
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record.release_branch,
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)
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assert (
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self._LOCAL_CACHE_PATH / record_file_name
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).is_file(), f"BUG. Record file must be present: {self._LOCAL_CACHE_PATH / record_file_name}"
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record.file = record_file_name
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self.cache_data_fetched = True
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return self
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def exist(
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self,
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record_type: "CiCache.RecordType",
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job: str,
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batch: int,
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num_batches: int,
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release_branch: bool,
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) -> bool:
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if not self.updated:
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self.update()
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record_key = self.Record(
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record_type,
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job,
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self.job_digests[job],
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batch,
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num_batches,
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release_branch,
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).to_str_key()
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res = record_key in self.records[record_type]
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if release_branch:
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return res and self.records[record_type][record_key].release_branch
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else:
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return res
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def push(
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self,
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record_type: "CiCache.RecordType",
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job: str,
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batches: Union[int, Sequence[int]],
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num_batches: int,
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status: Union[CommitStatusData, PendingState],
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release_branch: bool = False,
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) -> None:
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"""
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Pushes a cache record (CommitStatusData)
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@release_branch adds "release" attribute to a record
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"""
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if isinstance(batches, int):
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batches = [batches]
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for batch in batches:
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record_file = self._LOCAL_CACHE_PATH / self._get_record_file_name(
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record_type, job, batch, num_batches, release_branch
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)
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record_s3_path = self._get_record_s3_path(job)
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if record_type == self.RecordType.SUCCESSFUL:
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assert isinstance(status, CommitStatusData)
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status.dump_to_file(record_file)
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elif record_type == self.RecordType.FAILED:
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assert isinstance(status, CommitStatusData)
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status.dump_to_file(record_file)
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elif record_type == self.RecordType.PENDING:
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assert isinstance(status, PendingState)
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with open(record_file, "w", encoding="utf-8") as json_file:
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json.dump(asdict(status), json_file)
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else:
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assert False
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_ = self.s3.upload_file(
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bucket=S3_BUILDS_BUCKET,
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file_path=record_file,
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s3_path=record_s3_path + record_file.name,
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)
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record = self.Record(
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record_type,
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job,
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self.job_digests[job],
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batch,
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num_batches,
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release_branch,
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file=record_file.name,
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)
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if (
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record.release_branch
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or record.to_str_key() not in self.records[record_type]
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):
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self.records[record_type][record.to_str_key()] = record
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def get(
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self, record_type: "CiCache.RecordType", job: str, batch: int, num_batches: int
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) -> Optional[Union[CommitStatusData, PendingState]]:
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"""
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Gets a cache record data for a job, or None if a cache miss
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"""
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if not self.cache_data_fetched:
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self.fetch_records_data()
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record_key = self.Record(
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record_type,
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job,
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self.job_digests[job],
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batch,
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num_batches,
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release_branch=False,
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).to_str_key()
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if record_key not in self.records[record_type]:
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return None
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record_file_name = self.records[record_type][record_key].file
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res = CommitStatusData.load_from_file(
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self._LOCAL_CACHE_PATH / record_file_name
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) # type: CommitStatusData
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return res
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|
|
def delete(
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self,
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record_type: "CiCache.RecordType",
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job: str,
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batch: int,
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num_batches: int,
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release_branch: bool,
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) -> None:
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"""
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deletes record from the cache
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"""
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raise NotImplementedError("Let's try make cache push-and-read-only")
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# assert (
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# record_type == self.RecordType.PENDING
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# ), "FIXME: delete is supported for pending records only"
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# record_file_name = self._get_record_file_name(
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# self.RecordType.PENDING,
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# job,
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# batch,
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# num_batches,
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# release_branch=release_branch,
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# )
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# record_s3_path = self._get_record_s3_path(job)
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# self.s3.delete_file_from_s3(S3_BUILDS_BUCKET, record_s3_path + record_file_name)
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# record_key = self.Record(
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# record_type,
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# job,
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# self.job_digests[job],
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# batch,
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# num_batches,
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# release_branch=False,
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# ).to_str_key()
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|
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# if record_key in self.records[record_type]:
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# del self.records[record_type][record_key]
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|
def is_successful(
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self, job: str, batch: int, num_batches: int, release_branch: bool
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) -> bool:
|
|
"""
|
|
checks if a given job have already been done successfully
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|
"""
|
|
return self.exist(
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self.RecordType.SUCCESSFUL, job, batch, num_batches, release_branch
|
|
)
|
|
|
|
def is_failed(
|
|
self, job: str, batch: int, num_batches: int, release_branch: bool
|
|
) -> bool:
|
|
"""
|
|
checks if a given job have already been done with failure
|
|
"""
|
|
return self.exist(
|
|
self.RecordType.FAILED, job, batch, num_batches, release_branch
|
|
)
|
|
|
|
def is_pending(
|
|
self, job: str, batch: int, num_batches: int, release_branch: bool
|
|
) -> bool:
|
|
"""
|
|
check pending record in the cache for a given job
|
|
@release_branch - checks that "release" attribute is set for a record
|
|
"""
|
|
if self.is_successful(
|
|
job, batch, num_batches, release_branch
|
|
) or self.is_failed(job, batch, num_batches, release_branch):
|
|
return False
|
|
|
|
return self.exist(
|
|
self.RecordType.PENDING, job, batch, num_batches, release_branch
|
|
)
|
|
|
|
def push_successful(
|
|
self,
|
|
job: str,
|
|
batch: int,
|
|
num_batches: int,
|
|
job_status: CommitStatusData,
|
|
release_branch: bool = False,
|
|
) -> None:
|
|
"""
|
|
Pushes a cache record (CommitStatusData)
|
|
@release_branch adds "release" attribute to a record
|
|
"""
|
|
self.push(
|
|
self.RecordType.SUCCESSFUL,
|
|
job,
|
|
[batch],
|
|
num_batches,
|
|
job_status,
|
|
release_branch,
|
|
)
|
|
|
|
def push_failed(
|
|
self,
|
|
job: str,
|
|
batch: int,
|
|
num_batches: int,
|
|
job_status: CommitStatusData,
|
|
release_branch: bool = False,
|
|
) -> None:
|
|
"""
|
|
Pushes a cache record of type Failed (CommitStatusData)
|
|
@release_branch adds "release" attribute to a record
|
|
"""
|
|
self.push(
|
|
self.RecordType.FAILED,
|
|
job,
|
|
[batch],
|
|
num_batches,
|
|
job_status,
|
|
release_branch,
|
|
)
|
|
|
|
def push_pending(
|
|
self, job: str, batches: List[int], num_batches: int, release_branch: bool
|
|
) -> None:
|
|
"""
|
|
pushes pending record for a job to the cache
|
|
"""
|
|
pending_state = PendingState(time.time(), run_url=GITHUB_RUN_URL)
|
|
self.push(
|
|
self.RecordType.PENDING,
|
|
job,
|
|
batches,
|
|
num_batches,
|
|
pending_state,
|
|
release_branch,
|
|
)
|
|
|
|
def push_pending_all(self, release_branch: bool) -> None:
|
|
"""
|
|
pushes pending records for all jobs that supposed to be run
|
|
"""
|
|
for job, job_config in self.jobs_to_do.items():
|
|
if job_config.run_always:
|
|
continue
|
|
pending_state = PendingState(time.time(), run_url=GITHUB_RUN_URL)
|
|
assert job_config.batches
|
|
self.push(
|
|
self.RecordType.PENDING,
|
|
job,
|
|
job_config.batches,
|
|
job_config.num_batches,
|
|
pending_state,
|
|
release_branch,
|
|
)
|
|
|
|
def get_successful(
|
|
self, job: str, batch: int, num_batches: int
|
|
) -> Optional[CommitStatusData]:
|
|
"""
|
|
Gets a cache record (CommitStatusData) for a job, or None if a cache miss
|
|
"""
|
|
res = self.get(self.RecordType.SUCCESSFUL, job, batch, num_batches)
|
|
assert res is None or isinstance(res, CommitStatusData)
|
|
return res
|
|
|
|
def delete_pending(
|
|
self, job: str, batch: int, num_batches: int, release_branch: bool
|
|
) -> None:
|
|
"""
|
|
deletes pending record from the cache
|
|
"""
|
|
self.delete(self.RecordType.PENDING, job, batch, num_batches, release_branch)
|
|
|
|
def download_build_reports(self, file_prefix: str = "") -> List[str]:
|
|
"""
|
|
not an ideal class for this method,
|
|
but let it be as we store build reports in CI cache directory on s3
|
|
and CiCache knows where exactly
|
|
|
|
@file_prefix allows filtering out reports by git head_ref
|
|
"""
|
|
report_path = Path(REPORT_PATH)
|
|
report_path.mkdir(exist_ok=True, parents=True)
|
|
path = (
|
|
self._get_record_s3_path(Build.PACKAGE_RELEASE)
|
|
+ self._CACHE_BUILD_REPORT_PREFIX
|
|
)
|
|
if file_prefix:
|
|
path += "_" + file_prefix
|
|
reports_files = self.s3.download_files(
|
|
bucket=S3_BUILDS_BUCKET,
|
|
s3_path=path,
|
|
file_suffix=".json",
|
|
local_directory=report_path,
|
|
)
|
|
return reports_files
|
|
|
|
def upload_build_report(self, build_result: BuildResult) -> str:
|
|
result_json_path = build_result.write_json(Path(TEMP_PATH))
|
|
s3_path = (
|
|
self._get_record_s3_path(Build.PACKAGE_RELEASE) + result_json_path.name
|
|
)
|
|
return self.s3.upload_file(
|
|
bucket=S3_BUILDS_BUCKET, file_path=result_json_path, s3_path=s3_path
|
|
)
|
|
|
|
def await_pending_jobs(self, is_release: bool) -> None:
|
|
"""
|
|
await pending jobs to be finished
|
|
@jobs_with_params - jobs to await. {JOB_NAME: {"batches": [BATCHES...], "num_batches": NUM_BATCHES}}
|
|
returns successfully finished jobs: {JOB_NAME: [BATCHES...]}
|
|
"""
|
|
if not self.jobs_to_wait:
|
|
print("CI cache: no pending jobs to wait - continue")
|
|
return
|
|
|
|
poll_interval_sec = 300
|
|
# TIMEOUT * MAX_ROUNDS_TO_WAIT must be less than 6h (GH job timeout) with a room for rest RunConfig work
|
|
TIMEOUT = 3000 # 50 min
|
|
MAX_ROUNDS_TO_WAIT = 6
|
|
MAX_JOB_NUM_TO_WAIT = 3
|
|
round_cnt = 0
|
|
|
|
# FIXME: temporary experiment: lets enable await for PR' workflows awaiting on build' jobs only
|
|
if not is_release:
|
|
MAX_ROUNDS_TO_WAIT = 1
|
|
remove_from_wait = []
|
|
for job in self.jobs_to_wait:
|
|
if job not in Build:
|
|
remove_from_wait.append(job)
|
|
for job in remove_from_wait:
|
|
del self.jobs_to_wait[job]
|
|
|
|
while (
|
|
len(self.jobs_to_wait) > MAX_JOB_NUM_TO_WAIT
|
|
and round_cnt < MAX_ROUNDS_TO_WAIT
|
|
):
|
|
round_cnt += 1
|
|
GHActions.print_in_group(
|
|
f"Wait pending jobs, round [{round_cnt}/{MAX_ROUNDS_TO_WAIT}]:",
|
|
list(self.jobs_to_wait),
|
|
)
|
|
# this is an initial approach to wait pending jobs:
|
|
# start waiting for the next TIMEOUT seconds if there are more than X(=4) jobs to wait
|
|
# wait TIMEOUT seconds in rounds. Y(=5) is the max number of rounds
|
|
expired_sec = 0
|
|
start_at = int(time.time())
|
|
while expired_sec < TIMEOUT and self.jobs_to_wait:
|
|
await_finished: Set[str] = set()
|
|
time.sleep(poll_interval_sec)
|
|
self.update()
|
|
for job_name, job_config in self.jobs_to_wait.items():
|
|
num_batches = job_config.num_batches
|
|
job_config = CI_CONFIG.get_job_config(job_name)
|
|
assert job_config.pending_batches
|
|
assert job_config.batches
|
|
pending_batches = list(job_config.pending_batches)
|
|
for batch in pending_batches:
|
|
if self.is_pending(
|
|
job_name,
|
|
batch,
|
|
num_batches,
|
|
release_branch=is_release
|
|
and job_config.required_on_release_branch,
|
|
):
|
|
continue
|
|
if self.is_successful(
|
|
job_name,
|
|
batch,
|
|
num_batches,
|
|
release_branch=is_release
|
|
and job_config.required_on_release_branch,
|
|
):
|
|
print(
|
|
f"Job [{job_name}_[{batch}/{num_batches}]] is not pending anymore"
|
|
)
|
|
job_config.batches.remove(batch)
|
|
job_config.pending_batches.remove(batch)
|
|
else:
|
|
print(
|
|
f"NOTE: Job [{job_name}:{batch}] finished failed - do not add to ready"
|
|
)
|
|
job_config.pending_batches.remove(batch)
|
|
|
|
if not job_config.pending_batches:
|
|
await_finished.add(job_name)
|
|
|
|
for job in await_finished:
|
|
self.jobs_to_skip.append(job)
|
|
del self.jobs_to_wait[job]
|
|
|
|
expired_sec = int(time.time()) - start_at
|
|
print(
|
|
f"...awaiting continues... seconds left [{TIMEOUT - expired_sec}]"
|
|
)
|
|
|
|
GHActions.print_in_group(
|
|
"Remaining jobs:",
|
|
[list(self.jobs_to_wait)],
|
|
)
|
|
|
|
def apply(self, job_configs: Dict[str, JobConfig], is_release: bool) -> "CiCache":
|
|
if not self.enabled:
|
|
self.jobs_to_do = job_configs
|
|
return self
|
|
|
|
if not self.updated:
|
|
self.update()
|
|
|
|
for job, job_config in job_configs.items():
|
|
assert (
|
|
job_config.batches
|
|
), "Batches must be generated. check ci_settings.apply()"
|
|
|
|
if job_config.run_always:
|
|
self.jobs_to_do[job] = job_config
|
|
continue
|
|
|
|
ready_batches = []
|
|
for batch in job_config.batches:
|
|
if self.is_successful(
|
|
job,
|
|
batch,
|
|
job_config.num_batches,
|
|
release_branch=is_release and job_config.required_on_release_branch,
|
|
):
|
|
ready_batches.append(batch)
|
|
elif self.is_pending(
|
|
job,
|
|
batch,
|
|
job_config.num_batches,
|
|
release_branch=is_release and job_config.required_on_release_branch,
|
|
):
|
|
if job_config.pending_batches is None:
|
|
job_config.pending_batches = []
|
|
job_config.pending_batches.append(batch)
|
|
|
|
if ready_batches == job_config.batches:
|
|
self.jobs_to_skip.append(job)
|
|
else:
|
|
for batch in ready_batches:
|
|
job_config.batches.remove(batch)
|
|
self.jobs_to_do[job] = job_config
|
|
if job_config.pending_batches:
|
|
self.jobs_to_wait[job] = job_config
|
|
|
|
return self
|