working on bringing in activity data
This commit is contained in:
parent
83e668bfe5
commit
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39
src/helper_scripts/decompression_script.py
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39
src/helper_scripts/decompression_script.py
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@ -0,0 +1,39 @@
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import requests
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import bz2
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import shutil
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import os
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FILE_LOC_PREFIX = "/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files"
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def decompress(filepath):
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decompressed_filepath = filepath[:-4]
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with bz2.BZ2File(filepath) as fr, open(decompressed_filepath,"wb") as fw:
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shutil.copyfileobj(fr,fw)
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print(f"Decompressed {decompressed_filepath}")
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os.remove(filepath)
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print(f"Deleted {filepath}")
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def decompress_directory(directory_name):
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# Traverse the directory
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for root, dirs, files in os.walk(directory_name):
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for file in files:
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if file.endswith('.bz2'):
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# Full path to the file
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filepath = os.path.join(root, file)
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print(filepath)
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# Apply the decompress function
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decompress(filepath)
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def cleanup(directory_name):
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for root, dirs, files in os.walk(directory_name):
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for file in files:
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if file.endswith('.bz2'):
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filepath = os.path.join(root, file)
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os.remove(filepath)
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print(f"Deleted {filepath}")
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if __name__ == "__main__":
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#batch_parallel_for_single()
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decompress_directory(FILE_LOC_PREFIX)
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#cleanup(FILE_LOC_PREFIX)
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@ -192,11 +192,12 @@ ALL_PROJECTS = [
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DUMP = "2024-11"
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test_url = f"https://dumps.wikimedia.org/other/mediawiki_history/{DUMP}/aawiki/{DUMP}.aawiki.all-time.tsv.bz2"
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DUMP_LOC_PREFIX = f"https://dumps.wikimedia.org/other/mediawiki_history/{DUMP}/"
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FILE_LOC_PREFIX = "/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/"
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FILE_LOC_PREFIX = "/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/compressed_yearly_activity_files/"
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YEARS = ['2010', '2011', '2012', '2013', '2014', '2015', '2016', '2017', '2018', '2019', '2020', '2021', '2022', '2023', '2024']
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def download_file(url):
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print(f"Try to get {url}")
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response = requests.get(url)
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if "content-disposition" in response.headers:
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content_disposition = response.headers["content-disposition"]
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@ -213,24 +214,24 @@ def decompress(filepath):
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with bz2.BZ2File(filepath) as fr, open(decompressed_filepath,"wb") as fw:
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shutil.copyfileobj(fr,fw)
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print(f"Decompressed {decompressed_filepath}")
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#os.remove(filepath)
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os.remove(filepath)
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print(f"Deleted {filepath}")
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def batch_parallel_for_yearly():
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def batch_for_yearly():
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urls = []
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for entry in YEARLY_PROJECTS:
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for year in YEARS:
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urls.append(f"{DUMP_LOC_PREFIX}{entry}/{DUMP}.{entry}.{year}.tsv.bz2")
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for url in urls:
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try:
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download_file(url)
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except Exception:
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print(f"error! {url}")
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def batch_parallel_for_single():
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urls = []
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for entry in ALL_PROJECTS:
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if ALL_PROJECTS.index(entry) < ALL_PROJECTS.index("skwikiquote"):
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continue
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if entry not in YEARLY_PROJECTS and entry not in MONTHLY_PROJECTS:
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urls.append(f"{DUMP_LOC_PREFIX}{entry}/{DUMP}.{entry}.all-time.tsv.bz2")
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for url in urls:
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@ -262,7 +263,7 @@ def decompress_directory(directory_name):
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decompress(filepath)
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if __name__ == "__main__":
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batch_parallel_for_single()
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batch_for_yearly()
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#decompress_directory(FILE_LOC_PREFIX)
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#file = download_file(test_url)
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#decompress("/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/2024-11.zuwiktionary.all-time.tsv.bz2")
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307
src/lib/spark-warehouse/bot_isolation.ipynb
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307
src/lib/spark-warehouse/bot_isolation.ipynb
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@ -0,0 +1,307 @@
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
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"ename": "ModuleNotFoundError",
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"evalue": "No module named 'pyspark.sql.SparkSession'",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
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"Cell \u001b[0;32mIn[8], line 4\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpyspark\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msql\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtypes\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m StructType, StructField, StringType, LongType, BooleanType, IntegerType, ArrayType\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpyspark\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msql\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfunctions\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m count, lit, desc\n\u001b[0;32m----> 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpyspark\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msql\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mSparkSession\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mSparkSession\u001b[39;00m\n",
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"\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'pyspark.sql.SparkSession'"
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]
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}
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],
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"source": [
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"import re\n",
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"from pyspark.sql.types import StructType, StructField, StringType, LongType, BooleanType, IntegerType, ArrayType\n",
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"from pyspark.sql.functions import count, lit, desc\n",
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"import pyspark.sql.SparkSession as SparkSession"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"mediawiki_history_path = \"/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files\""
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Note: string unescaping and array conversion is done later\n",
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"mediawiki_history_schema = StructType([\n",
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"\n",
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" StructField(\"wiki_db\", StringType(), nullable = False),\n",
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" StructField(\"event_entity\", StringType(), nullable = False),\n",
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" StructField(\"event_type\", StringType(), nullable = False),\n",
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" StructField(\"event_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"event_comment_escaped\", StringType(), nullable = True),\n",
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"\n",
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" StructField(\"event_user_id\", LongType(), nullable = True),\n",
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" StructField(\"event_user_text_historical_escaped\", StringType(), nullable = True),\n",
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" StructField(\"event_user_text_escaped\", StringType(), nullable = True),\n",
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" StructField(\"event_user_blocks_historical_string\", StringType(), nullable = True),\n",
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" StructField(\"event_user_blocks_string\", StringType(), nullable = True),\n",
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" StructField(\"event_user_groups_historical_string\", StringType(), nullable = True),\n",
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" StructField(\"event_user_groups_string\", StringType(), nullable = True),\n",
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" StructField(\"event_user_is_bot_by_historical_string\", StringType(), nullable = True),\n",
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" StructField(\"event_user_is_bot_by_string\", StringType(), nullable = True),\n",
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" StructField(\"event_user_is_created_by_self\", BooleanType(), nullable = True),\n",
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" StructField(\"event_user_is_created_by_system\", BooleanType(), nullable = True),\n",
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" StructField(\"event_user_is_created_by_peer\", BooleanType(), nullable = True),\n",
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" StructField(\"event_user_is_anonymous\", BooleanType(), nullable = True),\n",
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" StructField(\"event_user_registration_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"event_user_creation_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"event_user_first_edit_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"event_user_revision_count\", LongType(), nullable = True),\n",
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" StructField(\"event_user_seconds_since_previous_revision\", LongType(), nullable = True),\n",
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"\n",
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" StructField(\"page_id\", LongType(), nullable = True),\n",
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" StructField(\"page_title_historical_escaped\", StringType(), nullable = True),\n",
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" StructField(\"page_title_escaped\", StringType(), nullable = True),\n",
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" StructField(\"page_namespace_historical\", IntegerType(), nullable = True),\n",
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" StructField(\"page_namespace_is_content_historical\", BooleanType(), nullable = True),\n",
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" StructField(\"page_namespace\", IntegerType(), nullable = True),\n",
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" StructField(\"page_namespace_is_content\", BooleanType(), nullable = True),\n",
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" StructField(\"page_is_redirect\", BooleanType(), nullable = True),\n",
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" StructField(\"page_is_deleted\", BooleanType(), nullable = True),\n",
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" StructField(\"page_creation_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"page_first_edit_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"page_revision_count\", LongType(), nullable = True),\n",
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" StructField(\"page_seconds_since_previous_revision\", LongType(), nullable = True),\n",
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"\n",
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" StructField(\"user_id\", LongType(), nullable = True),\n",
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" StructField(\"user_text_historical_escaped\", StringType(), nullable = True),\n",
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" StructField(\"user_text_escaped\", StringType(), nullable = True),\n",
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" StructField(\"user_blocks_historical_string\", StringType(), nullable = True),\n",
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" StructField(\"user_blocks_string\", StringType(), nullable = True),\n",
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" StructField(\"user_groups_historical_string\", StringType(), nullable = True),\n",
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" StructField(\"user_groups_string\", StringType(), nullable = True),\n",
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" StructField(\"user_is_bot_by_historical_string\", StringType(), nullable = True),\n",
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" StructField(\"user_is_bot_by_string\", StringType(), nullable = True),\n",
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" StructField(\"user_is_created_by_self\", BooleanType(), nullable = True),\n",
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" StructField(\"user_is_created_by_system\", BooleanType(), nullable = True),\n",
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" StructField(\"user_is_created_by_peer\", BooleanType(), nullable = True),\n",
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" StructField(\"user_is_anonymous\", BooleanType(), nullable = True),\n",
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" StructField(\"user_registration_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"user_creation_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"user_first_edit_timestamp\", StringType(), nullable = True),\n",
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"\n",
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" StructField(\"revision_id\", LongType(), nullable = True),\n",
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" StructField(\"revision_parent_id\", LongType(), nullable = True),\n",
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" StructField(\"revision_minor_edit\", BooleanType(), nullable = True),\n",
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" StructField(\"revision_deleted_parts_string\", StringType(), nullable = True),\n",
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" StructField(\"revision_deleted_parts_are_suppressed\", BooleanType(), nullable = True),\n",
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" StructField(\"revision_text_bytes\", LongType(), nullable = True),\n",
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" StructField(\"revision_text_bytes_diff\", LongType(), nullable = True),\n",
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" StructField(\"revision_text_sha1\", StringType(), nullable = True),\n",
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" StructField(\"revision_content_model\", StringType(), nullable = True),\n",
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" StructField(\"revision_content_format\", StringType(), nullable = True),\n",
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" StructField(\"revision_is_deleted_by_page_deletion\", BooleanType(), nullable = True),\n",
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" StructField(\"revision_deleted_by_page_deletion_timestamp\", StringType(), nullable = True),\n",
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" StructField(\"revision_is_identity_reverted\", BooleanType(), nullable = True),\n",
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" StructField(\"revision_first_identity_reverting_revision_id\", LongType(), nullable = True),\n",
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" StructField(\"revision_seconds_to_identity_revert\", LongType(), nullable = True),\n",
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" StructField(\"revision_is_identity_revert\", BooleanType(), nullable = True),\n",
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" StructField(\"revision_is_from_before_page_creation\", BooleanType(), nullable = True),\n",
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" StructField(\"revision_tags_string\", StringType(), nullable = True)\n",
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"])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"ename": "AttributeError",
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"evalue": "module 'pyspark' has no attribute 'read'",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
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"Cell \u001b[0;32mIn[5], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# Note: It's important to set .option(\"quote\", \"\") to prevent spark to automaticallu use double-quotes to quote text\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m mediawiki_history_raw \u001b[38;5;241m=\u001b[39m \u001b[43mspark\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[38;5;241m.\u001b[39moption(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelimiter\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39moption(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mquote\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39mschema(mediawiki_history_schema)\u001b[38;5;241m.\u001b[39mcsv(mediawiki_history_path)\n",
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"\u001b[0;31mAttributeError\u001b[0m: module 'pyspark' has no attribute 'read'"
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]
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}
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],
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"source": [
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"spark = SparkSession\n",
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"\n",
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"# Note: It's important to set .option(\"quote\", \"\") to prevent spark to automaticallu use double-quotes to quote text\n",
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"mediawiki_history_raw = spark.read.option(\"delimiter\", \"\\t\").option(\"quote\", \"\").schema(mediawiki_history_schema).csv(mediawiki_history_path)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"\n",
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"# Unescaping and array-splitting UDFs\n",
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"def unescape(str):\n",
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" if (str is None):\n",
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" return None\n",
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" else:\n",
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" return str.replace(\"\\\\n\", \"\\n\").replace(\"\\\\r\", \"\\r\").replace(\"\\\\t\", \"\\t\")\n",
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"# The comma splitter applies a negative lookahead for \\ to prevent splitting escaped commas\n",
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"def toArray(str):\n",
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" if (str is None):\n",
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" return []\n",
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" else:\n",
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" return [s.strip().replace(\"\\\\,\", \",\") for s in re.split(\"(?<!\\\\\\\\),\", unescape(str))]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"spark.udf.register(\"unescape\", unescape, StringType())\n",
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"spark.udf.register(\"to_array\", toArray, ArrayType(StringType(), False))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"mediawiki_history = mediawiki_history_raw.selectExpr(\n",
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" \n",
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" \"wiki_db\",\n",
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" \"event_entity\",\n",
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" \"event_type\",\n",
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" \"event_timestamp\",\n",
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" \"unescape(event_comment_escaped) AS event_comment\",\n",
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" \n",
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" \"event_user_id\",\n",
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" \"unescape(event_user_text_historical_escaped) AS event_user_text_historical\",\n",
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" \"unescape(event_user_text_escaped) AS event_user_text\",\n",
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" \"to_array(event_user_blocks_historical_string) AS event_user_blocks_historical\",\n",
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" \"to_array(event_user_blocks_string) AS event_user_blocks\",\n",
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" \"to_array(event_user_groups_historical_string) AS event_user_groups_historical\",\n",
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" \"to_array(event_user_groups_string) AS event_user_groups\",\n",
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" \"to_array(event_user_is_bot_by_historical_string) AS event_user_is_bot_by_historical\",\n",
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" \"to_array(event_user_is_bot_by_string) AS event_user_is_bot_by\",\n",
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" \"event_user_is_created_by_self\",\n",
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" \"event_user_is_created_by_system\",\n",
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" \"event_user_is_created_by_peer\",\n",
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" \"event_user_is_anonymous\",\n",
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" \"event_user_registration_timestamp\",\n",
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" \"event_user_creation_timestamp\",\n",
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" \"event_user_first_edit_timestamp\",\n",
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" \"event_user_revision_count\",\n",
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" \"event_user_seconds_since_previous_revision\",\n",
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" \n",
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" \"page_id\",\n",
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" \"unescape(page_title_historical_escaped) AS page_title_historical\",\n",
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" \"unescape(page_title_escaped) AS page_title\",\n",
|
||||
" \"page_namespace_historical\",\n",
|
||||
" \"page_namespace_is_content_historical\",\n",
|
||||
" \"page_namespace\",\n",
|
||||
" \"page_namespace_is_content\",\n",
|
||||
" \"page_is_redirect\",\n",
|
||||
" \"page_is_deleted\",\n",
|
||||
" \"page_creation_timestamp\",\n",
|
||||
" \"page_first_edit_timestamp\",\n",
|
||||
" \"page_revision_count\",\n",
|
||||
" \"page_seconds_since_previous_revision\",\n",
|
||||
" \n",
|
||||
" \"user_id\",\n",
|
||||
" \"unescape(user_text_historical_escaped) AS user_text_historical\",\n",
|
||||
" \"unescape(user_text_escaped) AS user_text\",\n",
|
||||
" \"to_array(user_blocks_historical_string) AS user_blocks_historical\",\n",
|
||||
" \"to_array(user_blocks_string) AS user_blocks\",\n",
|
||||
" \"to_array(user_groups_historical_string) AS user_groups_historical\",\n",
|
||||
" \"to_array(user_groups_string) AS user_groups\",\n",
|
||||
" \"to_array(user_is_bot_by_historical_string) AS user_is_bot_by_historical\",\n",
|
||||
" \"to_array(user_is_bot_by_string) AS user_is_bot_by\",\n",
|
||||
" \"user_is_created_by_self\",\n",
|
||||
" \"user_is_created_by_system\",\n",
|
||||
" \"user_is_created_by_peer\",\n",
|
||||
" \"user_is_anonymous\",\n",
|
||||
" \"user_registration_timestamp\",\n",
|
||||
" \"user_creation_timestamp\",\n",
|
||||
" \"user_first_edit_timestamp\",\n",
|
||||
" \n",
|
||||
" \"revision_id\",\n",
|
||||
" \"revision_parent_id\",\n",
|
||||
" \"revision_minor_edit\",\n",
|
||||
" \"to_array(revision_deleted_parts_string) AS revision_deleted_parts\",\n",
|
||||
" \"revision_deleted_parts_are_suppressed\",\n",
|
||||
" \"revision_text_bytes\",\n",
|
||||
" \"revision_text_bytes_diff\",\n",
|
||||
" \"revision_text_sha1\",\n",
|
||||
" \"revision_content_model\",\n",
|
||||
" \"revision_content_format\",\n",
|
||||
" \"revision_is_deleted_by_page_deletion\",\n",
|
||||
" \"revision_deleted_by_page_deletion_timestamp\",\n",
|
||||
" \"revision_is_identity_reverted\",\n",
|
||||
" \"revision_first_identity_reverting_revision_id\",\n",
|
||||
" \"revision_seconds_to_identity_revert\",\n",
|
||||
" \"revision_is_identity_revert\",\n",
|
||||
" \"revision_is_from_before_page_creation\",\n",
|
||||
" \"to_array(revision_tags_string) AS revision_tags\"\n",
|
||||
")\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"mediawiki_history. \\\n",
|
||||
" where(\"event_entity = 'revision' and event_type = 'create'\"). \\\n",
|
||||
" selectExpr(\"wiki_db\", \"SUBSTR(event_timestamp, 0, 7) as month\"). \\\n",
|
||||
" where(\"month = '2019-12'\"). \\\n",
|
||||
" groupBy(\"wiki_db\", \"month\"). \\\n",
|
||||
" agg(count(lit(1)).alias(\"revision_count\")). \\\n",
|
||||
" sort(desc(\"revision_count\")). \\\n",
|
||||
" show(10, False)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
"language": "python",
|
||||
"name": "python3"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.10.15"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
997
src/lib/spark-warehouse/pandas_bot_isolation.ipynb
Normal file
997
src/lib/spark-warehouse/pandas_bot_isolation.ipynb
Normal file
@ -0,0 +1,997 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import bz2\n",
|
||||
"import csv\n",
|
||||
"import pathlib\n",
|
||||
"import tempfile\n",
|
||||
"\n",
|
||||
"import pandas as pd\n",
|
||||
"\n",
|
||||
"#import matplotlib.pyplot as plt\n",
|
||||
"\n",
|
||||
"#https://wikitech.wikimedia.org/wiki/Data_Platform/Data_Lake/Edits/Mediawiki_history_dumps/Python_Pandas_examples"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"[PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aawiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aawikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aawiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.abwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.abwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.acewiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.adywiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aewikimedia.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.afwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.afwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.afwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.afwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.akwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.akwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.akwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.alswiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.altwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.amiwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.amwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.amwikimedia.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.amwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.amwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.angwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.angwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.angwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.angwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.angwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.anpwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.anwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.anwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arcwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arwikimedia.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arwikinews.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arwikiversity.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arywiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.arzwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.astwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.astwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.astwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.astwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aswiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aswikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aswikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aswikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aswiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.atjwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.avkwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.avwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.avwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.awawiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aywiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aywikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.aywiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.azbwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.azwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.azwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.azwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.azwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.azwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.banwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.banwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.barwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bat_smgwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bawiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bawikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bbcwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bclwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bclwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bclwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bdwikimedia.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.be_x_oldwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.betawikiversity.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bewiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bewikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bewikimedia.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bewikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bewikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bewiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bewwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bgwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bgwikinews.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bgwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bgwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bgwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bhwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.bhwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.biwiki.all-time.tsv'),\n",
|
||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wikifunctionswiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wikimania2015wiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wikimania2016wiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wikimania2017wiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wowiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wowikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wowiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.wuuwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.xalwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.xhwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.xhwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.xhwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.xmfwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.yiwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.yiwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.yiwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.yowiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.yowikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.yowiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.yuewiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zawiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zawikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zawikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zawiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zeawiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zghwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zh_classicalwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zh_min_nanwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zh_min_nanwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zh_min_nanwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zh_min_nanwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zh_min_nanwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zh_yuewiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zhwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zhwikinews.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zhwikiquote.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zhwikisource.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zhwikiversity.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zhwikivoyage.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zhwiktionary.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zuwiki.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zuwikibooks.all-time.tsv'),\n",
|
||||
" PosixPath('/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files/2024-11.zuwiktionary.all-time.tsv')]"
|
||||
]
|
||||
},
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"data_dir = pathlib.Path(\"/data/users/mgaughan/mw-repo-lifecycles/wiki_activity_data/single_activity_files\")\n",
|
||||
"csv_files = sorted([f for f in data_dir.glob(\"*tsv\")])\n",
|
||||
"csv_files"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"Created temporary directory at /tmp/mwhd-pandas.lpx0uvef\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"tmpdir = tempfile.TemporaryDirectory(prefix=\"mwhd-pandas.\")\n",
|
||||
"tmpdir_path = pathlib.Path(tmpdir.name)\n",
|
||||
"print(f\"Created temporary directory at {tmpdir_path}\")"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
"language": "python",
|
||||
"name": "python3"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.10.15"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user