diff --git a/wikipedia/README.md b/wikipedia/README.md new file mode 100644 index 00000000..c3aab098 --- /dev/null +++ b/wikipedia/README.md @@ -0,0 +1,58 @@ +## Wikipedia Search track + +This track benchmarks + +The dataset is derived from a dump of wikipedia availaible here: +https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-pages-articles-multistream.xml.bz2. + +Each page is formatted into a JSON document with the following fields: + +title: Page title +namespace: Optional namespace for the page. [Namespaces](https://en.wikipedia.org/wiki/Wikipedia:Namespace) allow for the organization and separation of content pages from administration pages. +content: Page content. +redirect: If the page is a redirect, the target of the redirection. In this case content is empty. + +Fields that do not have values have been left out. + +### Generating the documents dataset + +To regenerate the dataset from scratch, first download and unzip an archive +of Wikipedia dumps from [this link](https://dumps.wikimedia.org/enwiki/latest/enwiki-latest-pages-articles-multistream.xml.bz2) (~21GB). + +Then run this command: + +```bash +python _tools/parse_documents.py | pbzip2 -9 -k -m2000 > documents.json.bz2 +``` + +### Generating clickstream probability ditribution + +To generate the probability distribution of the most frequent queries in a specific month from the Wikimedia clickstream, please execute the following command + +```bash +python3 _tools/parse_clicks.py --year 2023 --month 6 --lang en > queries.csv +``` + +### Example Document + +```json +{ + "title": "Anarchism", + "content": "{{short description|Political philosophy and movement}}\n{{other uses}}\n{{redirect2|Anarchist|Anarchists|other uses|Anarchist (disambiguation)}}\n{{distinguish|Anarchy}}\n{{good article}}\n{{pp-semi-indef}}\n{{use British English|date=August 2021}}\n{{use dmy dates|date=August 2021}}\n{{Use shortened footnotes|date=May 2023}}\n{{anarchism sidebar}}\n{{basic forms of government}}\n\n'''Anarchism''' is a [[political philosophy]] and [[Political movement|movement]] that is skeptical of all justifications for [[authority]] and seeks to abolish the [[institutions]] it claims maintain unnecessary [[coercion]] and [[Social hierarchy|hierarchy]], typically including [[government]]s,{{Cite book |title=The Desk Encyclopedia of World History |publisher=[[Oxford University Press]] |year=2006 |isbn=978-0-7394-7809-7 |editor-last=Wright |editor-first=Edmund |location=New York |pages=20\u201321}} [[State (polity)|nation states]],{{sfn|Suissa|2019b|ps=: \"...as many anarchists have stressed, it is not government as such that they find objectionable, but the hierarchical forms of government associated with the nation state.\"}} [[law]] and [[law enforcement]], and [[capitalism]]. Anarchism advocates for the replacement of the state with [[Stateless society|stateless societies]] or other forms of [[Free association (communism and anarchism)|free associations]]. As a historically [[left-wing]] movement, this reading of anarchism is placed on the [[Far-left politics|farthest left]] of the [[political spectrum]], usually described as the [[libertarian]] wing of the [[socialist movement]] ([ ..." +} +``` + +### Parameters + +This track accepts the following parameters with Rally 0.8.0+ using `--track-params`: + +- `bulk_size` (default: 500) +- `bulk_indexing_clients` (default: 1) +- `ingest_percentage` (default: 100) +- `number_of_replicas` (default: 0) +- `number_of_shards` (default: 1) + +### License + +We use the same license for the data as the original data: [CC-SA-3.0](http://creativecommons.org/licenses/by-sa/3.0/). +More details can be found on [this page](https://en.wikipedia.org/wiki/Wikipedia:Copyrights). diff --git a/wikipedia/_tools/parse_clicks.py b/wikipedia/_tools/parse_clicks.py new file mode 100644 index 00000000..a2c9a645 --- /dev/null +++ b/wikipedia/_tools/parse_clicks.py @@ -0,0 +1,101 @@ +import argparse +import csv +import gzip +import logging +import os +import pickle +import sys +from collections import Counter + +import requests + +# Set up the logger +logger = logging.getLogger(__name__) +logger.setLevel(logging.INFO) + +# Define a handler to output log messages to the console +console_handler = logging.StreamHandler() +console_handler.setLevel(logging.INFO) + +# Define a formatter for the log messages +formatter = logging.Formatter("%(asctime)s - %(levelname)s - %(message)s") +console_handler.setFormatter(formatter) + +# Add the console handler to the logger +logger.addHandler(console_handler) + + +class ClickStreamDist: + def __init__(self, year, month, lang): + self.filename = f"clickstream-{lang}wiki-{year}-{month:02d}.tsv.gz" + self.url = f"https://dumps.wikimedia.org/other/clickstream/{year:d}-{month:02d}/{self.filename}" + self.clickstream_output_file = os.path.expanduser(f"~/.rally/benchmarks/data/wikipedia/{self.filename}") + + def download(self): + if os.path.exists(self.clickstream_output_file): + logger.info("File already exists. Skipping download.") + return + + logger.info("Downloading the clickstream file...") + response = requests.get(self.url) + + if response.status_code == 200: + # Create the file if it is missing + os.makedirs(os.path.dirname(self.clickstream_output_file), exist_ok=True) + + # Write the content to the file + with open(self.clickstream_output_file, "wb") as file: + file.write(response.content) + logger.info("File downloaded successfully.") + else: + logger.info("Failed to download the file.") + + def analyze(self): + logger.info("Analyzing...") + + word_freq = self.calculate_word_frequency() + word_prob = self.calculate_word_probability(word_freq) + + self.dump_probability_distribution(word_prob) + + logger.info("Analysis completed.") + + def calculate_word_frequency(self): + logger.info("Calculating word frequency...") + + word_freq = Counter() + with gzip.open(self.clickstream_output_file, "rt", encoding="utf-8") as file: + # Documentation for clickstream format: https://meta.wikimedia.org/wiki/Research:Wikipedia_clickstream + for row in csv.reader(file, delimiter="\t"): + prev, curr, count = row[0], row[1].replace("_", " ").strip().replace('"', ""), int(row[3]) + if prev != "other-search" and curr != "Main Page": + word_freq[curr] += count + + sorted_word_freq = sorted(word_freq.items(), key=lambda x: x[1], reverse=True) + + return sorted_word_freq[:10000] + + def calculate_word_probability(self, word_freq): + logger.info("Calculating word probability...") + + total_words = sum(count for _, count in word_freq) + + return [(word, count / total_words) for word, count in word_freq] + + def dump_probability_distribution(self, prob_dist): + logger.info("Dumping probability distribution...") + + writer = csv.writer(sys.stdout) + writer.writerow(["query", "probability"]) + writer.writerows(prob_dist) + + +parser = argparse.ArgumentParser() +parser.add_argument("--year", type=int, default=2023, help="Year") +parser.add_argument("--month", type=int, default=6, help="Month") +parser.add_argument("--lang", type=str, default="en", help="Language") +args = parser.parse_args() + +click_stream = ClickStreamDist(year=args.year, month=args.month, lang=args.lang) +click_stream.download() +click_stream.analyze() diff --git a/wikipedia/_tools/parse_documents.py b/wikipedia/_tools/parse_documents.py new file mode 100644 index 00000000..2721bf08 --- /dev/null +++ b/wikipedia/_tools/parse_documents.py @@ -0,0 +1,54 @@ +import bz2 +import json +import sys +from xml.etree import cElementTree + +PAGE_TAG = "page" +SITEINFO_TAG = "siteinfo" +XML_NAMESPACES = {"": "http://www.mediawiki.org/xml/export-0.10/"} + + +def doc_generator(f): + namespaces = dict() + for _, element in cElementTree.iterparse(f): + _, tag = element.tag.split("}") + if tag == PAGE_TAG: + yield parse_page(element, namespaces) + element.clear() + if tag == SITEINFO_TAG: + namespaces = parse_namespaces(element) + + +def to_json(f): + with bz2.BZ2File(f, "r") as fp: + for doc in doc_generator(fp): + print(json.dumps(doc)) + + +def parse_namespaces(element) -> dict: + namespaces = dict() + for namespace_element in element.findall("namespaces/namespace", XML_NAMESPACES): + namespaces[namespace_element.get("key")] = namespace_element.text + return namespaces + + +def parse_page(element, namespaces): + page_data = { + "title": element.find("title", XML_NAMESPACES).text, + } + + redirect = element.find("redirect", XML_NAMESPACES) + if redirect is not None: + page_data["redirect"] = redirect.get("title") + else: + page_data["content"] = element.find("revision/text", XML_NAMESPACES).text + + namespace = namespaces[element.find("ns", XML_NAMESPACES).text] + if namespace is not None: + page_data["namespace"] = namespace + + return page_data + + +for file_name in sys.argv[1:]: + to_json(file_name) diff --git a/wikipedia/challenges/default.json b/wikipedia/challenges/default.json new file mode 100644 index 00000000..14f51e2e --- /dev/null +++ b/wikipedia/challenges/default.json @@ -0,0 +1,49 @@ +{ + "name": "index-and-search", + "description": "Indexes wikipedia data, then executes searches.", + "default": true, + "schedule": [ + { + "name": "delete-index", + "operation": "delete-index" + }, + { + "name": "create-index", + "operation": "create-index" + }, + { + "name": "check-cluster-health", + "operation": "check-cluster-health" + }, + { + "name": "index-documents", + "operation": "index-documents", + "warmup-time-period": {{ bulk_warmup | default(40) | int }}, + "clients": {{bulk_indexing_clients | default(5)}} + }, + { + "name": "refresh-after-index", + "operation": "refresh-after-index" + }, + { + "name": "query-string-search", + "operation": "query-string-search", + "clients": {{search_clients | default(20)}}, + "warmup-iterations": 100 + }, + { + "name": "clear-cache", + "operation": "clear-cache" + }, + { + "name": "create-default-search-application", + "operation": "create-default-search-application" + }, + { + "name": "default-search-application-search", + "operation": "default-search-application-search", + "clients": {{search_clients | default(20)}}, + "warmup-iterations": 100 + } + ] +} diff --git a/wikipedia/files.txt b/wikipedia/files.txt new file mode 100644 index 00000000..df842c96 --- /dev/null +++ b/wikipedia/files.txt @@ -0,0 +1,2 @@ +documents.json +documents-1k.json diff --git a/wikipedia/operations/default.json b/wikipedia/operations/default.json new file mode 100644 index 00000000..066c59e2 --- /dev/null +++ b/wikipedia/operations/default.json @@ -0,0 +1,53 @@ +{ + "name": "delete-index", + "operation-type": "delete-index" +}, +{ + "name": "create-index", + "operation-type": "create-index" +}, +{ + "name": "check-cluster-health", + "operation-type": "cluster-health", + "request-params": { + "wait_for_status": "green" + }, + "retry-until-success": true +}, +{ + "name": "index-documents", + "operation-type": "bulk", + "bulk-size": {{bulk_size | default(500)}}, + "ingest-percentage": {{ingest_percentage | default(100)}} +}, +{ + "name": "refresh-after-index", + "operation-type": "refresh", + "request-timeout": 1000, + "include-in-reporting": true +}, +{ + "name": "create-default-search-application", + "operation-type": "raw-request", + "param-source": "create-search-application-param-source" +}, +{ + "name": "clear-cache", + "operation-type": "raw-request", + "path": "/_cache/clear", + "method": "POST" +}, +{ + "name": "default-search-application-search", + "operation-type": "raw-request", + "param-source": "search-application-search-param-source", + "iterations": {{search_iterations | default(100000)}} +}, +{ + "name": "query-string-search", + "operation-type": "search", + "param-source": "query-string-search", + "size" : {{search_size | default(20)}}, + "search-fields" : "{{search_fields | default("*")}}", + "iterations": {{search_iterations | default(100000)}} +} \ No newline at end of file diff --git a/wikipedia/queries.csv b/wikipedia/queries.csv new file mode 100644 index 00000000..5ace113f --- /dev/null +++ b/wikipedia/queries.csv @@ -0,0 +1,10001 @@ +query,probability +The Idol (TV series),0.014968185821795531 +Hyphen-minus,0.006708475061870304 +Cleopatra,0.006338494998233766 +Deaths in 2023,0.0036311717296066016 +ChatGPT,0.002953793793101005 +Spider-Man: Across the Spider-Verse,0.0028989797216246883 +Titan submersible implosion,0.0028358638958342506 +YouTube,0.002575051786668183 +The Little Mermaid (2023 film),0.002412700503447462 +Fast X,0.0021726404848622966 +Instagram,0.0017861234735251105 +Guardians of the Galaxy Vol. 3,0.0017203968527298864 +Juneteenth,0.0016411618064395672 +List of Black Mirror episodes,0.0014921364799641561 +Ansel Adams,0.0014845141061523796 +The Flash (film),0.00148157394931622 +Wagner Group rebellion,0.0014703549902099376 +Wikipedia,0.0014060433629271977 +Facebook,0.001358480989752088 +List of American films of 2023,0.0012944975766985213 +Arnold Schwarzenegger,0.0012185171302471357 +Russian invasion of Ukraine,0.0012066004290033105 +Transformers: Rise of the Beasts,0.0011999397458350553 +Adipurush,0.0011661600750808182 +Yevgeny Prigozhin,0.0011391856853720243 +Wagner Group,0.0011268569949384327 +Titanic,0.001123089416916141 +Extraction 2,0.0010567901426231637 +Spider-Man: Into the Spider-Verse,0.0010557366438036498 +Indiana Jones and the Dial of Destiny,0.0010398423533349499 +United States,0.0010261640827142686 +XXX: Return of Xander Cage,0.0010120175903960257 +Elemental (2023 film),0.0009947312584588396 +The Super Mario Bros. Movie,0.0009865144267075115 +Alia Bhatt,0.000986436389757918 +Brownie (folklore),0.0009484886278136218 +2023 in film,0.0009124389999079703 +Maryland,0.0009116023979042387 +Kepler's Supernova,0.0008721306202384672 +Lionel Messi,0.0008506922635420207 +Google,0.0007947156710371991 +India,0.0007934108473359058 +Hypnotic (2023 film),0.0007834508078429205 +Coral Castle,0.0007733794509365442 +Maria Shriver,0.000752902784883619 +No Hard Feelings (2023 film),0.0007487748597705566 +XXX (film series),0.0007420154828131095 +Ted Kaczynski,0.0007299381172612973 +Mount Takahe,0.0007238271355467971 +Stockton Rush,0.0007230502088574607 +"Neatsville, Kentucky",0.0007099801674027297 +Nikola Jokić,0.0007046449647753661 +Google Translate,0.0006966610962706191 +Taylor Swift,0.0006867653225008285 +Lily-Rose Depp,0.0006813176548578741 +Wreck of the Titanic,0.0006805143333179398 +Characters of the Marvel Cinematic Universe: A–L,0.0006738100412660881 +XXXTentacion,0.0006685482851795185 +Ted Lasso,0.0006663712838062965 +Robert F. Kennedy Jr.,0.0006655094345541671 +Microsoft Windows,0.0006589887588543004 +OceanGate,0.0006540380029639053 +2023 ICC World Test Championship final,0.0006525816957722244 +BBC World Service,0.0006523315184926449 +YouTube Music,0.0006499238490772418 +Null,0.0006436407270327557 +Flipkart,0.0006346768062492889 +Sex,0.0006328394951272392 +Novak Djokovic,0.0006275674106208704 +Elton John,0.0006253020438782556 +Donald Trump,0.0006240534526847578 +Manchester City F.C.,0.0006223894294948939 +Gmail,0.0006223113925453003 +Characters of the Marvel Cinematic Universe: M–Z,0.0006194974719511304 +YouTube Premium,0.0006192163094121535 +Succession (TV series),0.0006192059809923542 +YouTube Kids,0.0006187412021013923 +XXXX (beer),0.0006127725230596805 +Wikimedia Foundation,0.0006112955590284012 +WhatsApp,0.0006107355291548471 +Avatar: The Way of Water,0.0006082498227898504 +Robert F. Kennedy,0.0006080053835212704 +Katherine Schwarzenegger,0.0006002900539313014 +Hamish Harding,0.0006000008581769251 +James Cameron,0.0005930165511882963 +List of inventors killed by their own invention,0.0005877811899523246 +The Boogeyman (2023 film),0.0005877467618863273 +Black Mirror,0.0005815611860288333 +Suits index,0.0005811032927510707 +Titanic (1997 film),0.0005754582375297325 +Raindrop cake,0.0005744276907542167 +Cristiano Ronaldo,0.0005740489820282477 +George III,0.0005704363303029432 +Byford Dolphin,0.0005666515382476528 +Internet,0.0005616824207220592 +Joe Biden,0.0005610191066505135 +Harrison Ford,0.0005532567253703483 +2023–24 UEFA Champions League,0.0005511543181401204 +Treat Williams,0.0005494822617348571 +Charles III,0.0005487282870895188 +UEFA Champions League,0.0005459843702295432 +Algebraic notation (chess),0.0005456469751827708 +Guy Ritchie's The Covenant,0.0005401132373748234 +Sinking of the Titanic,0.0005337819160379412 +Money in the Bank (2023),0.0005279314400228198 +Elizabeth II,0.0005261216713535677 +Antilia (building),0.0005162568828431746 +Jennifer Lawrence,0.0005159745727019977 +Cascatelli,0.0005143897340639273 +Vanessa Paradis,0.0005119143561187298 +Asteroid City,0.0005115930275027561 +2023 French Open – Men's singles,0.000502057600823736 +Queen Victoria,0.0005010844341582156 +Chris Pratt,0.0004985034768106268 +List of Hindi film families,0.0004934643555508389 +Online video platform,0.0004929640009916798 +Elon Musk,0.000491910502172166 +Kandahar (2023 film),0.0004909763539814423 +Secret Invasion (TV series),0.0004896531686449506 +Ezra Miller,0.0004895429988337596 +J. Robert Oppenheimer,0.0004867417018637887 +Challenger Deep,0.0004838795819772228 +Deepsea Challenger,0.00048120452124924163 +Meta Platforms,0.00047923294066980286 +John F. Kennedy,0.00047599211205726793 +United Kingdom,0.00047592210832307364 +DSV Limiting Factor,0.00047509353953474143 +Email,0.0004670270436716012 +Spider-Man 2099,0.00046568434909771103 +OpenAI,0.00046561778817011645 +Tom Holland,0.0004427162386687896 +The Eras Tour,0.0004421321091490374 +Microsoft 365,0.00044019839944219556 +Omegle,0.000439398520708861 +Cat,0.00043793532790398063 +2023 Cricket World Cup Qualifier,0.00043660410935208955 +China,0.0004317474568420868 +Twitter,0.00043170384795849034 +Oppenheimer (film),0.0004280510301561891 +Russia,0.0004272603322404538 +Kate Beckinsale,0.0004248423344052516 +Never Have I Ever (TV series),0.00042457494309267345 +Extraction (2020 film),0.00042243351738764857 +Patrick Schwarzenegger,0.0004212778819723431 +Chris Hemsworth,0.00042091638727937265 +Julian Sands,0.0004200797852756411 +Cheryl Hines,0.0004197091097650714 +New York City,0.0004195909067384811 +Hailee Steinfeld,0.0004192994157797049 +The Pirate Bay,0.00041511755336324694 +Sisu (film),0.0004101851591080504 +Order of the British Empire,0.00040844080376419305 +Michael Jordan,0.000406619559072942 +Marilyn Monroe,0.0004062982304569683 +Hussain Dawood,0.0004047133918188979 +Kamala Sohonie,0.00040418549480694113 +Japan,0.00040342922495720295 +Real Madrid CF,0.00040294264162444275 +John Wick: Chapter 4,0.00040176979217613866 +List of Marvel Cinematic Universe films,0.00040094237099000635 +Trieste (bathyscaphe),0.00039975919312190315 +Creed III,0.0003988916058587741 +Vladimir Putin,0.00039823976780922743 +Turkish Radio and Television Corporation,0.0003952525592828717 +2023 Cricket World Cup,0.00039495303510869625 +Adolf Hitler,0.0003947384334973138 +Elliot Page,0.00039470744823791635 +Premier League,0.00039417381321496 +DC Universe (franchise),0.0003932431078308361 +List of highest-grossing films,0.0003908583904594311 +Shahzada Dawood,0.00039067592170964605 +World War II,0.0003854336748604748 +Evil Dead Rise,0.00038524432049749034 +Charlotte of Mecklenburg-Strelitz,0.0003851857927852951 +Windows Server 2016,0.00038434919078156354 +Golshifteh Farahani,0.0003840404857897888 +Tom Cruise,0.00038313043724526324 +Marvel Cinematic Universe: Phase Five,0.0003826300826861041 +Zendaya,0.0003824154810747217 +The Weeknd,0.0003822536691645349 +Transformers (film series),0.00038029815501589487 +Windows Server 2019,0.00037860429416883344 +George V,0.0003785101907884411 +Eid al-Adha,0.00037657074307059974 +Email client,0.0003748918010521371 +Microsoft Exchange Server,0.00037425488183118915 +Internet Explorer 11,0.0003735307448430484 +Mr. T,0.00037349172636825156 +List of Microsoft 365 applications and services,0.0003730498995212877 +Manchester United F.C.,0.00037250937888513196 +Father's Day,0.0003719413157961784 +Zeitpyramide,0.0003717439282177945 +Jason Schwartzman,0.00037052746988589403 +Client access license,0.00037024515974471713 +Microsoft Office Mix,0.00036992727393534314 +George VI,0.00036978841406915447 +Google Maps,0.0003686316310516491 +Barack Obama,0.00036288099642791945 +List of Horrible Histories (2009 TV series) episodes,0.00036116074073026013 +Johnny Depp,0.00036090367783748117 +Single-player video game,0.00036040906128932167 +Silo (TV series),0.00035859240700687024 +Andrew Tate,0.00035833649171629117 +2023 French Open – Women's singles,0.00035777301903613723 +UFC 289,0.00035679755716621703 +Joseph Baena,0.0003555409327573198 +Leonardo DiCaprio,0.00035530452670413915 +Netflix,0.00035502336416516216 +Victor Wembanyama,0.00035390215681585383 +Axl Rose,0.00035205796008060466 +Australia,0.0003512546385406704 +Canada,0.00035091380068729826 +Inter Miami CF,0.0003505603392097272 +Clint Eastwood,0.0003505442727789285 +Artificial intelligence,0.0003495125784012129 +Silvio Berlusconi,0.0003492933863810308 +Tina Turner,0.0003482043118933199 +Forbidden Door (2023),0.00034815037458992427 +2022–23 UEFA Champions League,0.0003477246141737591 +2024 United States presidential 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"indices": [ + { + "name": "wikipedia", + "body": "wikipedia-{{index_mapping_type | default("minimal")}}-mapping.json" + } + ], + "corpora": [ + { + "name": "wikipedia", + "base-url": "https://rally-tracks.elastic.co/wikipedia", + "documents": [ + { + "source-file": "documents.json.bz2", + "document-count": 22986185, + "compressed-bytes": 19057132284, + "uncompressed-bytes": 80754578532 + } + ] + } + ], + "operations": [ + {{ rally.collect(parts="operations/*.json") }} + ], + "challenges": [ + {{ rally.collect(parts="challenges/*.json") }} + ] +} diff --git a/wikipedia/track.py b/wikipedia/track.py new file mode 100644 index 00000000..944b3f69 --- /dev/null +++ b/wikipedia/track.py @@ -0,0 +1,108 @@ +import csv +import math +import random +import re +from os import getcwd +from os.path import dirname +from typing import Iterator + +from esrally.track.params import ParamSource + +QUERIES_DIRNAME: str = dirname(__file__) +QUERIES_FILENAME: str = f"{QUERIES_DIRNAME}/queries.csv" + +SEARCH_APPLICATION_ROOT_ENDPOINT: str = "/_application/search_application" + +QUERY_CLEAN_REXEXP = regexp = re.compile("[^0-9a-zA-Z]+") + + +def query_iterator(k: int, random_seed: int = None) -> Iterator[str]: + with open(QUERIES_FILENAME) as queries_file: + csv_reader = csv.reader(queries_file) + next(csv_reader) + queries_with_probabilities = list(tuple(line) for line in csv_reader) + + queries = [query for query, _ in queries_with_probabilities] + probabilities = [float(probability) for _, probability in queries_with_probabilities] + random.seed(random_seed) + for query in random.choices(queries, weights=probabilities, k=k): + # remove special chars from the query + lowercase + yield QUERY_CLEAN_REXEXP.sub(" ", query).lower() + + +class SearchApplicationParams: + def __init__(self, track, params): + self.indices = params.get("indices", track.index_names()) + self.name = params.get("search-application", f"{self.indices[0]}-search-application") + + +class CreateSearchApplicationParamSource(ParamSource): + def __init__(self, track, params, **kwargs): + super().__init__(track, params, **kwargs) + self.search_application_params = SearchApplicationParams(track, params) + + def partition(self, partition_index, total_partitions): + return self + + def params(self): + return { + "method": "PUT", + "path": f"{SEARCH_APPLICATION_ROOT_ENDPOINT}/{self.search_application_params.name}", + "body": {"indices": self.search_application_params.indices}, + } + + +class QueryIteratorParamSource(ParamSource): + def __init__(self, track, params, **kwargs): + super().__init__(track, params, **kwargs) + self._queries_iterator = None + + def size(self): + return self._params.get("iterations", 10000) + + def partition(self, partition_index, total_partitions): + if self._queries_iterator is None: + partition_size = math.ceil(self.size() / total_partitions) + self._queries_iterator = query_iterator(partition_size, random_seed=self._params.get("seed", None)) + return self + + +class SearchApplicationSearchParamSource(QueryIteratorParamSource): + def __init__(self, track, params, **kwargs): + super().__init__(track, params, **kwargs) + self.search_application_params = SearchApplicationParams(track, params) + + def params(self): + query = next(self._queries_iterator) + return { + "method": "POST", + "path": f"{SEARCH_APPLICATION_ROOT_ENDPOINT}/{self.search_application_params.name}/_search", + "body": { + "params": { + "query_string": query, + }, + }, + } + + +class QueryParamSource(QueryIteratorParamSource): + def __init__(self, track, params, **kwargs): + super().__init__(track, params, **kwargs) + self._index_name = params.get("index", track.indices[0].name if len(track.indices) == 1 else "_all") + self._cache = params.get("cache", True) + + def params(self): + result = { + "body": {"query": {"query_string": {"query": next(self._queries_iterator), "default_field": self._params["search-fields"]}}}, + "size": self._params["size"], + "index": self._index_name, + "cache": self._cache, + } + + return result + + +def register(registry): + registry.register_param_source("query-string-search", QueryParamSource) + registry.register_param_source("create-search-application-param-source", CreateSearchApplicationParamSource) + registry.register_param_source("search-application-search-param-source", SearchApplicationSearchParamSource) diff --git a/wikipedia/wikipedia-full-mapping.json b/wikipedia/wikipedia-full-mapping.json new file mode 100644 index 00000000..a12b71b3 --- /dev/null +++ b/wikipedia/wikipedia-full-mapping.json @@ -0,0 +1,173 @@ +{ + "mappings": { + "dynamic": "true", + "dynamic_templates": [ + { + "all_text_fields": { + "match_mapping_type": "string", + "mapping": { + "analyzer": "iq_text_base", + "fields": { + "delimiter": { + "analyzer": "iq_text_delimiter", + "type": "text", + "index_options": "freqs" + }, + "joined": { + "search_analyzer": "q_text_bigram", + "analyzer": "i_text_bigram", + "type": "text", + "index_options": "freqs" + }, + "prefix": { + "search_analyzer": "q_prefix", + "analyzer": "i_prefix", + "type": "text", + "index_options": "docs" + }, + "enum": { + "ignore_above": 2048, + "type": "keyword" + }, + "stem": { + "analyzer": "iq_text_stem", + "type": "text" + } + } + } + } + } + ] + }, + "settings": { + "index": { + "number_of_replicas": {{number_of_replicas | default(0)}}, + "number_of_shards": {{number_of_shards | default(1)}}, + "analysis": { + "filter": { + "front_ngram": { + "type": "edge_ngram", + "min_gram": "1", + "max_gram": "12" + }, + "bigram_joiner": { + "max_shingle_size": "2", + "token_separator": "", + "output_unigrams": "false", + "type": "shingle" + }, + "bigram_max_size": { + "type": "length", + "max": "16", + "min": "0" + }, + "en-stem-filter": { + "name": "light_english", + "type": "stemmer", + "language": "light_english" + }, + "bigram_joiner_unigrams": { + "max_shingle_size": "2", + "token_separator": "", + "output_unigrams": "true", + "type": "shingle" + }, + "delimiter": { + "split_on_numerics": "true", + "generate_word_parts": "true", + "preserve_original": "false", + "catenate_words": "true", + "generate_number_parts": "true", + "catenate_all": "true", + "split_on_case_change": "true", + "type": "word_delimiter_graph", + "catenate_numbers": "true", + "stem_english_possessive": "true" + }, + "en-stop-words-filter": { + "type": "stop", + "stopwords": "_english_" + } + }, + "analyzer": { + "i_prefix": { + "filter": [ + "cjk_width", + "lowercase", + "asciifolding", + "front_ngram" + ], + "type": "custom", + "tokenizer": "standard" + }, + "iq_text_delimiter": { + "filter": [ + "delimiter", + "cjk_width", + "lowercase", + "asciifolding", + "en-stop-words-filter", + "en-stem-filter" + ], + "type": "custom", + "tokenizer": "whitespace" + }, + "q_prefix": { + "filter": [ + "cjk_width", + "lowercase", + "asciifolding" + ], + "type": "custom", + "tokenizer": "standard" + }, + "iq_text_base": { + "filter": [ + "cjk_width", + "lowercase", + "asciifolding", + "en-stop-words-filter" + ], + "type": "custom", + "tokenizer": "standard" + }, + "iq_text_stem": { + "filter": [ + "cjk_width", + "lowercase", + "asciifolding", + "en-stop-words-filter", + "en-stem-filter" + ], + "type": "custom", + "tokenizer": "standard" + }, + "i_text_bigram": { + "filter": [ + "cjk_width", + "lowercase", + "asciifolding", + "en-stem-filter", + "bigram_joiner", + "bigram_max_size" + ], + "type": "custom", + "tokenizer": "standard" + }, + "q_text_bigram": { + "filter": [ + "cjk_width", + "lowercase", + "asciifolding", + "en-stem-filter", + "bigram_joiner_unigrams", + "bigram_max_size" + ], + "type": "custom", + "tokenizer": "standard" + } + } + } + } + } +} diff --git a/wikipedia/wikipedia-minimal-mapping.json b/wikipedia/wikipedia-minimal-mapping.json new file mode 100644 index 00000000..7794d6fb --- /dev/null +++ b/wikipedia/wikipedia-minimal-mapping.json @@ -0,0 +1,24 @@ +{ + "settings": { + "index.number_of_replicas": {{number_of_replicas | default(0)}}, + "index.number_of_shards": {{number_of_shards | default(1)}} + }, + "mappings": { + "properties": { + "title": { + "type": "text" + }, + "content": { + "type": "text" + }, + "namespace": { + "ignore_above": 1024, + "type": "keyword" + }, + "redirect": { + "ignore_above": 1024, + "type": "keyword" + } + } + } +}