7bcf9f17d8
* Fix rendering of default and example values * bump the version * reduce nix-instantiate calls * Allow literalExample in default values, handle null correctly * using py38 for now * literalExample is not always string * in case literalExample is not string process it as we would normally * Remove 19.09 branch * also remove 19.09 channel from github actions * improve testing of empty lists and dicts Co-authored-by: Rok Garbas <rok@garbas.si>
812 lines
26 KiB
Python
812 lines
26 KiB
Python
import boto3 # type: ignore
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import botocore # type: ignore
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import botocore.client # type: ignore
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import click
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import click_log # type: ignore
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import dictdiffer # type: ignore
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import elasticsearch # type: ignore
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import elasticsearch.helpers # type: ignore
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import functools
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import json
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import logging
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import os
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import os.path
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import pypandoc # type: ignore
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import re
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import requests
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import shlex
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import subprocess
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import sys
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import tqdm # type: ignore
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import xml.etree.ElementTree
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logger = logging.getLogger("import-channel")
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click_log.basic_config(logger)
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S3_BUCKET = "nix-releases"
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CURRENT_DIR = os.path.dirname(os.path.abspath(__file__))
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INDEX_SCHEMA_VERSION = os.environ.get("INDEX_SCHEMA_VERSION", 0)
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DIFF_OUTPUT = ["json", "stats"]
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CHANNELS = {
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"unstable": "nixos/unstable/nixos-21.03pre",
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"20.03": "nixos/20.03/nixos-20.03.",
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"20.09": "nixos/20.09/nixos-20.09.",
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}
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ANALYSIS = {
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"normalizer": {
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"lowercase": {"type": "custom", "char_filter": [], "filter": ["lowercase"]}
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},
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"tokenizer": {
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"edge": {
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"type": "edge_ngram",
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"min_gram": 2,
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"max_gram": 50,
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"token_chars": [
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"letter",
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"digit",
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# Either we use them or we would need to strip them before that.
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"punctuation",
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"symbol",
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],
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},
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},
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"analyzer": {
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"edge": {"tokenizer": "edge"},
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"lowercase": {
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"type": "custom",
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"tokenizer": "keyword",
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"filter": ["lowercase"],
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},
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},
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}
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MAPPING = {
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"properties": {
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"type": {"type": "keyword"},
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# Package fields
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"package_hydra_build": {
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"type": "nested",
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"properties": {
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"build_id": {"type": "keyword"},
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"build_status": {"type": "keyword"},
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"platform": {"type": "keyword"},
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"project": {"type": "keyword"},
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"jobset": {"type": "keyword"},
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"job": {"type": "keyword"},
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"path": {
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"type": "nested",
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"properties": {
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"output": {"type": "keyword"},
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"path": {"type": "keyword"},
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},
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},
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"drv_path": {"type": "keyword"},
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},
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},
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"package_attr_name": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_attr_name_reverse": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_attr_name_query": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_attr_name_query_reverse": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_attr_set": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_attr_set_reverse": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_pname": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_pname_reverse": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_pversion": {"type": "keyword"},
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"package_description": {
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"type": "text",
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"analyzer": "english",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_description_reverse": {
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"type": "text",
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"analyzer": "english",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_longDescription": {
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"type": "text",
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"analyzer": "english",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_longDescription_reverse": {
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"type": "text",
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"analyzer": "english",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"package_license": {
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"type": "nested",
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"properties": {"fullName": {"type": "text"}, "url": {"type": "text"}},
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},
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"package_maintainers": {
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"type": "nested",
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"properties": {
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"name": {"type": "text"},
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"email": {"type": "text"},
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"github": {"type": "text"},
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},
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},
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"package_platforms": {"type": "keyword"},
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"package_position": {"type": "text"},
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"package_homepage": {"type": "keyword"},
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"package_system": {"type": "keyword"},
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# Options fields
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"option_name": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"option_name_reverse": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"option_name_query": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"option_name_query_reverse": {
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"type": "keyword",
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"normalizer": "lowercase",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"option_description": {
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"type": "text",
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"analyzer": "english",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"option_description_reverse": {
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"type": "text",
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"analyzer": "english",
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"fields": {"edge": {"type": "text", "analyzer": "edge"}},
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},
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"option_type": {"type": "keyword"},
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"option_default": {"type": "text"},
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"option_example": {"type": "text"},
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"option_source": {"type": "keyword"},
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},
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}
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# def field_reverse_str(field):
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def string_reverse(text):
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return text[::-1]
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def field_reverse(field):
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if isinstance(field, str):
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if " " in field:
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field = " ".join(map(field_reverse, field.split(" ")))
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else:
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field = string_reverse(field)
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elif isinstance(field, list):
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field = list(map(field_reverse, field))
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elif isinstance(field, tuple):
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field = tuple(map(field_reverse, field))
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elif field is None:
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pass
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else:
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raise NotImplementedError(f"Don't know how to reverse {field}")
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return field
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def parse_query(text):
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"""Tokenize package attr_name
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Example package:
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python37Packages.test_name-test
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= index: 0
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- python37Packages.test1_name-test2
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- python37Packages.test1_name
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- python37Packages.test1
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- python37
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- python
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= index: 1
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- test1_name-test2
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- test1_name
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- test1
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= index: 2
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- name-test2
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- name
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= index: 3
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- test2
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"""
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tokens = []
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regex = re.compile(
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".+?(?:(?<=[a-z])(?=[1-9A-Z])|(?<=[1-9A-Z])(?=[A-Z][a-z])|[._-]|$)"
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)
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parts = [m.group(0) for m in regex.finditer(text)]
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for index in range(len(parts)):
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prev_parts = ""
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for part in parts[index:]:
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tokens.append((prev_parts + part).rstrip("_.-"))
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prev_parts += part
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return tokens
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def get_last_evaluation(prefix):
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logger.debug(f"Retrieving last evaluation for {prefix} prefix.")
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s3 = boto3.client(
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"s3", config=botocore.client.Config(signature_version=botocore.UNSIGNED)
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)
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s3_result = s3.list_objects(Bucket=S3_BUCKET, Prefix=prefix, Delimiter="/",)
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evaluations = []
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for item in s3_result.get("CommonPrefixes"):
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if not item:
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continue
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logger.debug(f"get_last_evaluation: evaluation in raw {item}")
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revisions_since_start, git_revision = (
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item["Prefix"][len(prefix) :].rstrip("/").split(".")
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)
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evaluation = {
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"revisions_since_start": int(revisions_since_start),
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"git_revision": git_revision,
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"prefix": item["Prefix"].rstrip("/"),
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}
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logger.debug(f"get_last_evaluation: evaluation {evaluation}")
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evaluations.append(evaluation)
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logger.debug(
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f"get_last_evaluation: {len(evaluations)} evaluations found for {prefix} prefix"
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)
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evaluations = sorted(evaluations, key=lambda i: i["revisions_since_start"])
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evaluation = evaluations[-1]
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result = s3.get_object(Bucket=S3_BUCKET, Key=f"{evaluation['prefix']}/src-url")
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evaluation["id"] = (
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result.get("Body").read().decode()[len("https://hydra.nixos.org/eval/") :]
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)
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logger.debug(f"get_last_evaluation: last evaluation is: {evaluation}")
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return evaluation
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def get_evaluation_builds(evaluation_id):
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logger.debug(
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f"get_evaluation_builds: Retrieving list of builds for {evaluation_id} evaluation id"
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)
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filename = f"eval-{evaluation_id}.json"
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if not os.path.exists(filename):
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url = f"https://hydra.nixos.org/eval/{evaluation_id}/builds"
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logger.debug(f"get_evaluation_builds: Fetching builds from {url} url.")
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headers = {"Content-Type": "application/json"}
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r = requests.get(url, headers=headers, stream=True)
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with tqdm.tqdm.wrapattr(
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open(filename, "wb"),
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"write",
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miniters=1,
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total=int(r.headers.get("content-length", 0)),
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desc=filename,
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) as f:
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for chunk in r.iter_content(chunk_size=4096):
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f.write(chunk)
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with open(filename) as f:
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builds = json.loads(f.read())
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result = {}
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for build in builds:
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result.setdefault(build["nixname"], {})
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result[build["nixname"]][build["system"]] = build
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return result
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def get_maintainer(maintainer):
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maintainers = []
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if type(maintainer) == str:
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maintainers.append(dict(name=maintainer, email=None, github=None,))
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elif type(maintainer) == dict:
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maintainers.append(
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dict(
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name=maintainer.get("name"),
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email=maintainer.get("email"),
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github=maintainer.get("github"),
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)
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)
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elif type(maintainer) == list:
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for item in maintainer:
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maintainers += get_maintainer(item)
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else:
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logger.error(f"maintainer can not be recognized from: {maintainer}")
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sys.exit(1)
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return maintainers
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def remove_attr_set(name):
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# some package sets the prefix is included in pname
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sets = [
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# Packages
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"emscripten",
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"lua",
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"php",
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"pure",
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"python",
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"lisp",
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"perl",
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"ruby",
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# Plugins
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"elasticsearch",
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"graylog",
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"tmuxplugin",
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"vimplugin",
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]
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# TODO: is this correct
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if any([name.startswith(i) for i in sets]):
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name = "-".join(name.split("-")[1:])
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# node does things a bit different
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elif name.startswith("node_"):
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name = name[len("node_") :]
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return name
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def get_packages_raw(evaluation):
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logger.debug(
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f"get_packages: Retrieving list of packages for '{evaluation['git_revision']}' revision"
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)
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result = subprocess.run(
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shlex.split(
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f"nix-env -f '<nixpkgs>' -I nixpkgs=https://github.com/NixOS/nixpkgs/archive/{evaluation['git_revision']}.tar.gz --arg config 'import {CURRENT_DIR}/packages-config.nix' -qa --json"
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),
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stdout=subprocess.PIPE,
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check=True,
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)
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packages = json.loads(result.stdout).items()
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return list(packages)
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def get_packages(evaluation, evaluation_builds):
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packages = list(get_packages_raw(evaluation))
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def gen():
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for attr_name, data in packages:
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licenses = data["meta"].get("license")
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if licenses:
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if type(licenses) == str:
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licenses = [dict(fullName=licenses)]
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elif type(licenses) == dict:
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licenses = [licenses]
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licenses = [
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type(license) == str
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and dict(fullName=license, url=None)
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or dict(fullName=license.get("fullName"), url=license.get("url"),)
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for license in licenses
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]
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else:
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licenses = []
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maintainers = get_maintainer(data["meta"].get("maintainers", []))
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platforms = [
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type(platform) == str and platform or None
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for platform in data["meta"].get("platforms", [])
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]
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attr_set = None
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if "." in attr_name:
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attr_set = attr_name.split(".")[0]
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if (
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not attr_set.endswith("Packages")
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and not attr_set.endswith("Plugins")
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and not attr_set.endswith("Extensions")
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):
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attr_set = None
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hydra = None
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if data["name"] in evaluation_builds:
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hydra = []
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for platform, build in evaluation_builds[data["name"]].items():
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hydra.append(
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{
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"build_id": build["id"],
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"build_status": build["buildstatus"],
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"platform": build["system"],
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"project": build["project"],
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"jobset": build["jobset"],
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"job": build["job"],
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"path": [
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{"output": output, "path": item["path"]}
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for output, item in build["buildoutputs"].items()
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],
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"drv_path": build["drvpath"],
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}
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)
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position = data["meta"].get("position")
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if position and position.startswith("/nix/store"):
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position = position[44:]
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package_attr_name_query = list(parse_query(attr_name))
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package_pname = remove_attr_set(data["pname"])
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package_description = data["meta"].get("description")
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package_longDescription = data["meta"].get("longDescription", "")
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yield dict(
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type="package",
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package_hydra=hydra,
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package_attr_name=attr_name,
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package_attr_name_reverse=field_reverse(attr_name),
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package_attr_name_query=package_attr_name_query,
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package_attr_name_query_reverse=field_reverse(package_attr_name_query),
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package_attr_set=attr_set,
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package_attr_set_reverse=field_reverse(attr_set),
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package_pname=package_pname,
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package_pname_reverse=field_reverse(package_pname),
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package_pversion=data["version"],
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package_description=package_description,
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package_description_reverse=field_reverse(package_description),
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package_longDescription=package_longDescription,
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package_longDescription_reverse=field_reverse(package_longDescription),
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package_license=licenses,
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package_maintainers=maintainers,
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package_platforms=[i for i in platforms if i],
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package_position=position,
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package_homepage=data["meta"].get("homepage"),
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package_system=data["system"],
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)
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logger.debug(f"get_packages: Found {len(packages)} packages")
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return len(packages), gen
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def get_options_raw(evaluation):
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logger.debug(
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f"get_packages: Retrieving list of options for '{evaluation['git_revision']}' revision"
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)
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result = subprocess.run(
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shlex.split(
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f"nix-build <nixpkgs/nixos/release.nix> --no-out-link -A options -I nixpkgs=https://github.com/NixOS/nixpkgs/archive/{evaluation['git_revision']}.tar.gz"
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),
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stdout=subprocess.PIPE,
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check=True,
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)
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options = []
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options_file = result.stdout.strip().decode()
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options_file = f"{options_file}/share/doc/nixos/options.json"
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if os.path.exists(options_file):
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with open(options_file) as f:
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options = json.load(f).items()
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return list(options)
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def get_options(evaluation):
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options = get_options_raw(evaluation)
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|
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@functools.lru_cache(maxsize=None)
|
|
def jsonToNix(value):
|
|
result = subprocess.run(
|
|
shlex.split(
|
|
"nix-instantiate --eval --strict -E 'builtins.fromJSON (builtins.readFile /dev/stdin)'"
|
|
),
|
|
input=value.encode(),
|
|
stdout=subprocess.PIPE,
|
|
check=True,
|
|
)
|
|
return result.stdout.strip().decode()
|
|
|
|
def toNix(value):
|
|
if isinstance(value, dict) and value.get("_type") == "literalExample":
|
|
if isinstance(value["text"], str):
|
|
return value["text"]
|
|
value = value["text"]
|
|
|
|
if value is None:
|
|
return "null"
|
|
elif isinstance(value, int) or isinstance(value, float):
|
|
return str(value)
|
|
elif isinstance(value, bool):
|
|
return "true" if value else "false"
|
|
elif isinstance(value, list) and not value:
|
|
return "[ ]"
|
|
elif isinstance(value, dict) and not value:
|
|
return "{ }"
|
|
else:
|
|
return jsonToNix(json.dumps(value))
|
|
|
|
def gen():
|
|
for name, option in options:
|
|
if "default" in option:
|
|
default = toNix(option.get("default"))
|
|
else:
|
|
default = None
|
|
|
|
if "example" in option:
|
|
example = toNix(option.get("example"))
|
|
else:
|
|
example = None
|
|
|
|
description = option.get("description")
|
|
if description is not None:
|
|
xml_description = (
|
|
f'<xml xmlns:xlink="http://www.w3.org/1999/xlink">'
|
|
f"<para>{description}</para>"
|
|
f"</xml>"
|
|
)
|
|
# we first check if there are some xml elements before using pypandoc
|
|
# since pypandoc calls are quite slow
|
|
root = xml.etree.ElementTree.fromstring(xml_description)
|
|
if len(list(root.find("para"))) > 0:
|
|
description = pypandoc.convert_text(
|
|
xml_description, "html", format="docbook",
|
|
)
|
|
|
|
option_name_query = parse_query(name)
|
|
|
|
yield dict(
|
|
type="option",
|
|
option_name=name,
|
|
option_name_reverse=field_reverse(name),
|
|
option_name_query=option_name_query,
|
|
option_name_query_reverse=field_reverse(option_name_query),
|
|
option_description=description,
|
|
option_description_reverse=field_reverse(description),
|
|
option_type=option.get("type"),
|
|
option_default=default,
|
|
option_example=example,
|
|
option_source=option.get("declarations", [None])[0],
|
|
)
|
|
|
|
return len(options), gen
|
|
|
|
|
|
def ensure_index(es, index, mapping, force=False):
|
|
if es.indices.exists(index):
|
|
logger.debug(f"ensure_index: index '{index}' already exists")
|
|
if not force:
|
|
return False
|
|
|
|
logger.debug(f"ensure_index: Deleting index '{index}'")
|
|
es.indices.delete(index)
|
|
|
|
es.indices.create(
|
|
index=index,
|
|
body={
|
|
"settings": {"number_of_shards": 1, "analysis": ANALYSIS},
|
|
"mappings": mapping,
|
|
},
|
|
)
|
|
logger.debug(f"ensure_index: index '{index}' was created")
|
|
|
|
return True
|
|
|
|
|
|
def create_index_name(channel, evaluation_packages, evaluation_options):
|
|
evaluation_name = "-".join(
|
|
[
|
|
evaluation_packages["id"],
|
|
str(evaluation_packages["revisions_since_start"]),
|
|
evaluation_packages["git_revision"],
|
|
evaluation_options["id"],
|
|
str(evaluation_options["revisions_since_start"]),
|
|
evaluation_options["git_revision"],
|
|
]
|
|
)
|
|
return (
|
|
f"latest-{INDEX_SCHEMA_VERSION}-{channel}",
|
|
f"evaluation-{INDEX_SCHEMA_VERSION}-{channel}-{evaluation_name}",
|
|
)
|
|
|
|
|
|
def update_alias(es, name, index):
|
|
if es.indices.exists_alias(name=name):
|
|
indexes = set(es.indices.get_alias(name=name).keys())
|
|
|
|
# indexes to remove from alias
|
|
actions = [
|
|
{"remove": {"index": item, "alias": name}}
|
|
for item in indexes.difference(set([index]))
|
|
]
|
|
|
|
# add index if does not exists in alias
|
|
if index not in indexes:
|
|
actions.append({"add": {"index": index, "alias": name}})
|
|
|
|
if actions:
|
|
es.indices.update_aliases({"actions": actions})
|
|
else:
|
|
es.indices.put_alias(index=index, name=name)
|
|
|
|
indexes = ", ".join(es.indices.get_alias(name=name).keys())
|
|
logger.debug(f"'{name}' alias now points to '{indexes}' index")
|
|
|
|
|
|
def write(unit, es, index_name, number_of_items, item_generator):
|
|
if number_of_items:
|
|
click.echo(f"Indexing {unit}...")
|
|
progress = tqdm.tqdm(unit=unit, total=number_of_items)
|
|
successes = 0
|
|
for ok, action in elasticsearch.helpers.streaming_bulk(
|
|
client=es, index=index_name, actions=item_generator()
|
|
):
|
|
progress.update(1)
|
|
successes += ok
|
|
click.echo(f"Indexed {successes}/{number_of_items} {unit}")
|
|
|
|
|
|
def setup_logging(verbose):
|
|
logging_level = "CRITICAL"
|
|
if verbose == 1:
|
|
logging_level = "WARNING"
|
|
elif verbose >= 2:
|
|
logging_level = "DEBUG"
|
|
|
|
logger.setLevel(getattr(logging, logging_level))
|
|
logger.debug(f"Verbosity is {verbose}")
|
|
logger.debug(f"Logging set to {logging_level}")
|
|
|
|
|
|
@click.command()
|
|
@click.option("-u", "--es-url", help="Elasticsearch connection url.")
|
|
@click.option("-c", "--channel", type=click.Choice(CHANNELS.keys()), help="Channel.")
|
|
@click.option("-f", "--force", is_flag=True, help="Force channel recreation.")
|
|
@click.option("-v", "--verbose", count=True)
|
|
def run_import(es_url, channel, force, verbose):
|
|
setup_logging(verbose)
|
|
|
|
evaluation_packages = get_last_evaluation(CHANNELS[channel])
|
|
evaluation_options = get_last_evaluation(CHANNELS[channel])
|
|
evaluation_packages_builds = (
|
|
dict()
|
|
) # get_evaluation_builds(evaluation_packages["id"])
|
|
|
|
es = elasticsearch.Elasticsearch([es_url])
|
|
|
|
alias_name, index_name = create_index_name(
|
|
channel, evaluation_packages, evaluation_options
|
|
)
|
|
index_created = ensure_index(es, index_name, MAPPING, force)
|
|
|
|
if index_created:
|
|
write(
|
|
"packages",
|
|
es,
|
|
index_name,
|
|
*get_packages(evaluation_packages, evaluation_packages_builds),
|
|
)
|
|
write("options", es, index_name, *get_options(evaluation_options))
|
|
|
|
update_alias(es, alias_name, index_name)
|
|
|
|
|
|
def prepare_items(key, total, func):
|
|
logger.info(f"Preparing items ({key})...")
|
|
return {item[key]: item for item in func()}
|
|
|
|
|
|
def get_packages_diff(evaluation):
|
|
for attr_name, data in get_packages_raw(evaluation):
|
|
data_cmp = dict(attr_name=attr_name, version=data.get("version"),)
|
|
yield attr_name, data_cmp, data
|
|
|
|
|
|
def get_options_diff(evaluation):
|
|
for name, data in get_options_raw(evaluation):
|
|
data_cmp = dict(name=name, type=data.get("type"), default=data.get("default"),)
|
|
yield name, data_cmp, data
|
|
|
|
|
|
def create_diff(type_, items_from, items_to):
|
|
logger.debug(f"Starting to diff {type_}...")
|
|
return dict(
|
|
added=[item for key, item in items_to.items() if key not in items_from.keys()],
|
|
removed=[
|
|
item for key, item in items_from.items() if key not in items_to.keys()
|
|
],
|
|
updated=[
|
|
(
|
|
list(dictdiffer.diff(items_from[key][0], items_to[key][0])),
|
|
items_from[key],
|
|
items_to[key],
|
|
)
|
|
for key in set(items_from.keys()).intersection(set(items_to.keys()))
|
|
if items_from[key][0] != items_to[key][0]
|
|
],
|
|
)
|
|
|
|
|
|
@click.command()
|
|
@click.option("-v", "--verbose", count=True)
|
|
@click.option("-o", "--output", default="stats", type=click.Choice(DIFF_OUTPUT))
|
|
@click.argument("channel_from", type=click.Choice(CHANNELS.keys()))
|
|
@click.argument("channel_to", type=click.Choice(CHANNELS.keys()))
|
|
def run_diff(channel_from, channel_to, output, verbose):
|
|
setup_logging(verbose)
|
|
|
|
# TODO: channel_from and channel_to should not be the same
|
|
|
|
evaluation_from = get_last_evaluation(CHANNELS[channel_from])
|
|
evaluation_to = get_last_evaluation(CHANNELS[channel_to])
|
|
|
|
packages_from = {
|
|
key: (item, item_raw)
|
|
for key, item, item_raw in get_packages_diff(evaluation_from)
|
|
}
|
|
packages_to = {
|
|
key: (item, item_raw)
|
|
for key, item, item_raw in get_packages_diff(evaluation_to)
|
|
}
|
|
|
|
options_from = {
|
|
key: (item, item_raw)
|
|
for key, item, item_raw in get_options_diff(evaluation_from)
|
|
}
|
|
options_to = {
|
|
key: (item, item_raw) for key, item, item_raw in get_options_diff(evaluation_to)
|
|
}
|
|
|
|
packages_diff = create_diff("packages", packages_from, packages_to)
|
|
options_diff = create_diff("options", options_from, options_to)
|
|
|
|
if output == "stats":
|
|
click.echo("Packages:")
|
|
click.echo(f" All in {channel_from}: {len(packages_from)}")
|
|
click.echo(f" All in {channel_to}: {len(packages_to)}")
|
|
click.echo(f" Added: {len(packages_diff['added'])}")
|
|
click.echo(f" Removed: {len(packages_diff['removed'])}")
|
|
click.echo(f" Updated: {len(packages_diff['updated'])}")
|
|
click.echo("Options:")
|
|
click.echo(f" All in {channel_from}: {len(options_from)}")
|
|
click.echo(f" All in {channel_to}: {len(options_to)}")
|
|
click.echo(f" Added: {len(options_diff['added'])}")
|
|
click.echo(f" Removed: {len(options_diff['removed'])}")
|
|
click.echo(f" Updated: {len(options_diff['updated'])}")
|
|
elif output == "json":
|
|
click.echo(json.dumps(dict(packages=packages_diff, options=options_diff,)))
|
|
else:
|
|
click.echo(f"ERROR: unknown output {output}")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
run_diff()
|