I've got a casual rec this week:
\\n\\n
\\n\\n
~110k words, weekly updates, CW: Explicit content
\\n\\n
\\n\\n
Basically a "modern world" insert or reincarnation fic, where the protagonist's mind is yeeted into a a random 1998 8 y/o orphan with a 2024 internet snapshot and he decides to leverage his future knowledge along with the whole "adult mind"-shtick of the genre into becoming a wildly successful child actor, taking over the role of Radcliffe in the Harry Potter franchise and taking it from there (Tokyo Drift, Psych, Tropic Thunder, etc).
\\n\\n
The author is clearly into movies and TV because I feel they manage to capture the acting scene quite well (at least from my ignorant outsider perspective) and there's a lot of "how the sausage is made" in terms of film industry. They also really nail the vibe of the early 2000's.
\\n\\n
The biggest strength here is the comedy aspect, a lot of it is just downright hilarious, but there's also the back-in-time chess moves stuff like investing big in the right companies and playing the Big Short IRL with his HP franchise earnings to become fantaboulously wealthy at a young age.
\\n\\n
In terms of explicit content, there are like a handful of lewd scenes but I'd probably rate it more "R" rather than "X" since it's not really the focus. Also, of note, is that besides the protagonist, this is fanfiction where the genre is "real life" and all the people he interacts with in the story are real life people. I feel that so far the author has managed to do this with reasonable respect to the actual people depicted, but something to be aware of.
\\n\\n
Again, not particularly deep, but a lot of fun.
\\n\\n
\\n\\n
Anyone have other recommendations for real-life fanfiction with people going back in time to near or more distant human history?
\\n
',\n",
+ " 'removal_reason': None,\n",
+ " 'collapsed_reason': None,\n",
+ " 'distinguished': None,\n",
+ " 'associated_award': None,\n",
+ " 'stickied': False,\n",
+ " 'author_premium': False,\n",
+ " 'can_gild': False,\n",
+ " 'gildings': {},\n",
+ " 'unrepliable_reason': None,\n",
+ " 'author_flair_text_color': 'dark',\n",
+ " 'score_hidden': False,\n",
+ " 'permalink': '/r/rational/comments/1ef093v/d_monday_request_and_recommendation_thread/lfhs456/',\n",
+ " 'subreddit_type': 'public',\n",
+ " 'locked': False,\n",
+ " 'report_reasons': None,\n",
+ " 'created': 1722263937.0,\n",
+ " 'author_flair_text': 'Path to Victory',\n",
+ " 'treatment_tags': [],\n",
+ " 'link_id': 't3_1ef093v',\n",
+ " 'subreddit_name_prefixed': 'r/rational',\n",
+ " 'controversiality': 0,\n",
+ " 'depth': 0,\n",
+ " 'author_flair_background_color': None,\n",
+ " 'collapsed_because_crowd_control': None,\n",
+ " 'mod_reports': [],\n",
+ " 'num_reports': None,\n",
+ " 'ups': 17,\n",
+ " '_fetched': True}"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# TODO store whole threads in markdown for an llm to view\n",
+ "comment = comments[0]\n",
+ "comment.__dict__"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5cebfad8",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6d102e3d",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3.10.4 64-bit",
+ "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": "3.10.12"
+ },
+ "toc": {
+ "base_numbering": 1,
+ "nav_menu": {},
+ "number_sections": true,
+ "sideBar": true,
+ "skip_h1_title": false,
+ "title_cell": "Table of Contents",
+ "title_sidebar": "Contents",
+ "toc_cell": false,
+ "toc_position": {},
+ "toc_section_display": true,
+ "toc_window_display": false
+ },
+ "vscode": {
+ "interpreter": {
+ "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/nbs/scrape.py b/nbs/scrape.py
new file mode 100644
index 00000000..3ed35021
--- /dev/null
+++ b/nbs/scrape.py
@@ -0,0 +1,234 @@
+#!/usr/bin/env python3
+# Usage:
+# `tmuxnewsh2 r_rational indirm ~dl/subreddits/rational subreddit2org.py rational 1000000000`
+# `tmuxnewsh2 r_HPfanfiction indirm ~dl/subreddits/HPfanfiction subreddit2org.py HPfanfiction 1000000000`
+#
+# Old usage:
+# `reddit_sub_posts_urls_pushshift.py rational 100000000 > rational.txt`
+#
+# Docs:
+# - https://github.com/praw-dev/praw
+# - https://github.com/dmarx/psaw
+##
+from IPython import embed
+
+import sys
+import os
+import traceback
+import time
+
+link_output = False
+limit = 10
+subreddit = "rational"
+
+al = len(sys.argv)
+if al >= 2:
+ subreddit = sys.argv[1]
+if al >= 3:
+ limit = int(sys.argv[2])
+
+from psaw import PushshiftAPI
+import json
+
+if link_output:
+ api = PushshiftAPI()
+else:
+ import praw
+ from praw.exceptions import DuplicateReplaceException
+ from praw.models.reddit.more import MoreComments
+
+ r = praw.Reddit(
+ client_id=os.environ["REDDIT_CLIENT_ID"],
+ client_secret=os.environ["REDDIT_CLIENT_SECRET"],
+ user_agent='User-Agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.93 Safari/537.36',
+ # password=os.environ["REDDIT_PASSWORD"],
+ # username=os.environ["REDDIT_USERNAME"],
+ )
+
+ api = PushshiftAPI(r)
+
+print(f"Getting the submissions from the subreddit {subreddit} (limit={limit}) ...\n", file=sys.stderr, flush=True)
+gen = api.search_submissions(subreddit=subreddit, limit=limit)
+results = list(gen)
+
+##
+# embed()
+# print(json.dumps(results))
+##
+
+
+if link_output:
+ for result in results:
+ print(result.permalink)
+else:
+ # @todo3 refactor this into a standalone reddit2org (we need a way to get the submission object from the URL)
+ ##
+ from brish import z, zp, bsh
+
+ def stars(lv):
+ return "*" * lv + " "
+
+ def html2org(html):
+ # tmp = "tmp.html"
+ tmp = z("mktemp").outrs
+
+ res = z("cat > {tmp}", cmd_stdin=html)
+ assert res
+
+ res = z("html2org {tmp}")
+ assert res
+
+ z("command rm {tmp}")
+
+ return res.outrs
+
+ # def meta_get(c):
+ # meta = ""
+ # meta+=f"{c.author.name}"
+ # if hasattr(c, "score"):
+ # meta+=f" ({c.score})"
+
+ # return meta
+
+ def meta_get_props(c):
+ meta = ":PROPERTIES:"
+
+ if c.author: # can be None when they are deleted
+ meta+=f"\n:Author: {c.author.name}"
+
+ if hasattr(c, "score"):
+ meta+=f"\n:Score: {c.score}"
+
+ if hasattr(c, "created_utc") and c.created_utc:
+ meta+=f"\n:DateUnix: {c.created_utc}"
+ res = z('gdate -d "@"{c.created_utc} +"%Y-%b-%d"')
+ if res:
+ meta+=f"\n:DateShort: {res.outrs}"
+
+
+ if getattr(c, "link_flair_text", None):
+ meta+=f"\n:FlairText: {c.link_flair_text}"
+
+ meta+="\n:END:\n"
+ return meta
+
+ def process_comment(f, comments, lv, shortname):
+ while True:
+ try:
+ comments.replace_more(limit=None)
+ break
+ except DuplicateReplaceException:
+ print(traceback.format_exc())
+ break
+ except:
+ print(traceback.format_exc())
+ time.sleep(1)
+
+ l = len(comments) - 1
+
+ shortname_orig = shortname
+
+ for i, c in enumerate(comments):
+ lv_c = lv
+ shortname = shortname_orig
+
+ # if isinstance(c, MoreComments):
+ # pass
+ ##
+ # meta = meta_get(c)
+ # meta+=": "
+ ##
+ meta = meta_get_props(c)
+ # Properties are key--value pairs. When they are associated with a single entry or with a tree they need to be inserted into a special drawer (see [[https://orgmode.org/manual/Drawers.html#Drawers][Drawers]]) with the name ‘=PROPERTIES=', which has to be located right below a headline, and its planning line (see [[https://orgmode.org/manual/Deadlines-and-Scheduling.html#Deadlines-and-Scheduling][Deadlines and Scheduling]]) when applicable.
+ #
+ # Still, putting the props after the heading is no fun; We can rename our drawer to :METADATA:, but why bother?
+ ##
+
+ head = "EMPTY_COMMENT"
+
+ # @todo3 using IDs creates too long paths. It's better if just use a counter that goes from 0 to N.
+ c_id_old = c.id or z("uuidm").outrs[0:6]
+
+ ##
+ if lv_c <= 4:
+ c_id = f"{i}_{c_id_old}"
+ else:
+ c_id = i
+ # using this in different runs is unreliable, as the comments ordering can change. But since we use the comments' ID as their filenames, this won't result in data loss, but it can cause data duplication and a flawed comment hierarchy.
+ # workarounds:
+ # - delete the indices directory and re-run the whole scraping from scratch on every update
+ # - @done use the first-n-level comments' ID as well
+ ##
+
+ shortname += f"/{c_id}"
+
+ if c.body_html:
+ head = (html2org(c.body_html) or "EMPTY_COMMENT")
+ index_file = f'indices/{shortname}/{c_id_old}.org'
+ z("ensure-dir {index_file}")
+ with open(index_file, "w") as f2:
+ f2.write(f"{meta}\n{head}")
+
+ if head.startswith("#+"):
+ # do not put blocks in headings (e.g., #+begin_quote)
+
+ author = "deleted"
+ if c.author:
+ author = c.author.name or author
+
+ head = f"u/{author}:\n{head}"
+
+ head = head or "_" # empty headers are invalid org-mode
+
+ f.write("\n" + stars(lv_c) + head + "\n" + meta)
+ lv_c += 1
+ process_comment(f, c.replies, lv_c, shortname)
+ if l != i:
+ f.write("\n")
+
+ def utf8len(s):
+ return len(s.encode('utf-8'))
+
+ for result in results:
+ try:
+ # embed() ; exit()
+
+ # if not "looking at this sub" in result.title:
+ # continue
+
+ f_name = z("ecn {result.title} | str2filename").outrs
+ f_name = f_name[0:230]
+ # [[id:a36bb01f-9b9b-40c9-816a-c762281c43c3][filesystem/filenames.org:maximum allowed length for filenames and paths]]
+ if utf8len(f_name) > 240:
+ f_name = f_name[0:100]
+
+ if utf8len(f_name) > 240:
+ f_name = f_name[0:60]
+
+ shortname = f"{f_name}.{result.id}"
+ f_name = f"posts/{shortname}.org"
+ z("ensure-dir {f_name}")
+ with open(f_name, "w") as f:
+ lv = 1
+ f.write(f"#+TITLE: {result.title}\n\n")
+
+
+ if getattr(result, "url_overridden_by_dest", None):
+ f.write(f"{stars(lv)}[[{result.url_overridden_by_dest}][{result.title}]]\n")
+ lv += 1
+ else:
+ f.write(f"{stars(lv)}{result.title}\n")
+ lv += 1
+
+ meta = meta_get_props(result)
+ f.write(meta)
+
+ if result.selftext_html:
+ f.write(html2org(result.selftext_html) + "\n\n")
+
+ process_comment(f, result.comments, lv, shortname)
+ print(f"wrote {f_name}\n", file=sys.stderr, flush=True)
+
+ except:
+ print(traceback.format_exc())
+ embed()
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..82f0758e
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1814 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = ">=3.6"
+files = [
+ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+ {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+
+[[package]]
+name = "asttokens"
+version = "2.4.1"
+description = "Annotate AST trees with source code positions"
+optional = false
+python-versions = "*"
+files = [
+ {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+ {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+]
+
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+
+[[package]]
+name = "certifi"
+version = "2024.8.30"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+ {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
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+
+[[package]]
+name = "cffi"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..19bd1311
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,37 @@
+[tool.poetry]
+name = "rrational"
+version = "0.1.0"
+description = "scrape reddit.com/r/rational and analyze"
+authors = ["wassname"]
+license = "MIT"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.10,<4.0"
+numpy = "^1.26.1"
+pandas = "^2.1.1"
+matplotlib = "^3.8.0"
+loguru = "^0.7.2"
+tqdm = "^4.66.1"
+python-dotenv = "^1.0.1"
+praw = "^7.7.1"
+
+[[tool.poetry.source]]
+# pytorch cuda needs to compe from another source https://python-poetry.org/docs/dependency-specification/#source-dependencies
+name = "pytorch"
+url = "https://download.pytorch.org/whl/cu124"
+priority = "explicit"
+
+[tool.poetry.group.dev.dependencies]
+ipykernel = "^6.25.2"
+ipywidgets = "^8.1.3"
+ruff = "^0.1.3"
+pylama = "^8.4.1"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[virtualenvs]
+create = true
+in-project = true
diff --git a/research_journal.md b/research_journal.md
new file mode 100644
index 00000000..cf787de2
--- /dev/null
+++ b/research_journal.md
@@ -0,0 +1,3 @@
+# 2024-06-09 16:05:45
+
+Started project using cookiecutter data science project template.
diff --git a/rrational/__init__.py b/rrational/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/config.py b/rrational/config.py
new file mode 100644
index 00000000..41764ce9
--- /dev/null
+++ b/rrational/config.py
@@ -0,0 +1,4 @@
+from pathlib import Path
+
+# Project root directory
+ROOT_DIR = Path(__file__).parent.parent
diff --git a/rrational/data/.gitkeep b/rrational/data/.gitkeep
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/data/__init__.py b/rrational/data/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/data/make_dataset.py b/rrational/data/make_dataset.py
new file mode 100644
index 00000000..96b377a2
--- /dev/null
+++ b/rrational/data/make_dataset.py
@@ -0,0 +1,30 @@
+# -*- coding: utf-8 -*-
+import click
+import logging
+from pathlib import Path
+from dotenv import find_dotenv, load_dotenv
+
+
+@click.command()
+@click.argument('input_filepath', type=click.Path(exists=True))
+@click.argument('output_filepath', type=click.Path())
+def main(input_filepath, output_filepath):
+ """ Runs data processing scripts to turn raw data from (../raw) into
+ cleaned data ready to be analyzed (saved in ../processed).
+ """
+ logger = logging.getLogger(__name__)
+ logger.info('making final data set from raw data')
+
+
+if __name__ == '__main__':
+ log_fmt = '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+ logging.basicConfig(level=logging.INFO, format=log_fmt)
+
+ # not used in this stub but often useful for finding various files
+ project_dir = Path(__file__).resolve().parents[2]
+
+ # find .env automagically by walking up directories until it's found, then
+ # load up the .env entries as environment variables
+ load_dotenv(find_dotenv())
+
+ main()
diff --git a/rrational/helpers/__init__.py b/rrational/helpers/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/models/.gitkeep b/rrational/models/.gitkeep
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/models/__init__.py b/rrational/models/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/visualization/.gitkeep b/rrational/visualization/.gitkeep
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/visualization/__init__.py b/rrational/visualization/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/rrational/visualization/visualize.py b/rrational/visualization/visualize.py
new file mode 100644
index 00000000..e69de29b