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9 commits

Author SHA1 Message Date
Julian Schacher
8ccb28a5fa bump version to 0.2.0 as a lot changed, especially the CLI and config 2024-12-09 18:27:53 +01:00
Julian Schacher
5569119fcc improve docs with better infos, format and consistency
For the README:
- Improve the format, getting rid of the textwidth-based linebreaks and
  instead putting each sentence on its own line.
- Have an example for a local check execution to have the examples be
  more diverse.
- Describe the docker compose example and have it be up-to-date.
- Better describe the local setup example.
- Reformat the section on commands and arguments, first describing the
  commands and then the arguments, as this makes more sense
  structurally.
- Also change the title of the arguments and environment variables
  section to reflect its content on commands.

For the help output mirror the command descriptions of the README and
improve the format.
2024-12-09 18:27:53 +01:00
Julian Schacher
07ef29225e remove the exclude arg and instead have the revs and notes args be opt.
And then only act on notes/revisions, if the relevant argument got
specified.
This makes the CLI cleaner.
2024-12-09 18:27:53 +01:00
Julian Schacher
4bee60b8dd include date header in mail as some mail servers require that 2024-12-09 18:27:53 +01:00
Julian Schacher
1911694baf only login to SMTP server, if username and password set 2024-12-09 18:27:53 +01:00
Julian Schacher
48ba4ef7ca add logic for removing deleted notes from users histories 2024-12-02 19:49:08 +01:00
Julian Schacher
b471bbd4d3 switch to another postgresql python library (from pgsql to psycopg)
Switch to a library which is more well-known.
I also thought the library was the problem for not being able to
template in a JSON path, but that is just a PostgreSQL problem it seems.
2024-12-02 19:49:05 +01:00
Julian Schacher
62cd667db5 add option for excluding notes or revisions from the action
This is useful, if one just wants to either expire notes or revisions.
2024-11-25 19:02:19 +01:00
Julian Schacher
86e03c0d4e make docker image build work
- Depend on a python version Debian actually ships with in
  pyproject.toml and update the poetry.lock accordingly.
- Fix poetry bundle complaining about no python by installing
  python-is-python3.
  Also remove the python flag for poetry bundle then.
2024-11-25 17:50:55 +01:00
6 changed files with 300 additions and 142 deletions

View file

@ -1,12 +1,12 @@
FROM docker.io/library/debian:12-slim AS builder
RUN apt-get update && \
apt-get install --no-install-suggests --no-install-recommends --yes pipx
apt-get install --no-install-suggests --no-install-recommends --yes pipx python-is-python3
ENV PATH="/root/.local/bin:${PATH}"
RUN pipx install poetry
RUN pipx inject poetry poetry-plugin-bundle
WORKDIR /src
COPY . .
RUN poetry bundle venv --python=/usr/bin/python3 --only=main /venv
RUN poetry bundle venv --only=main /venv
FROM gcr.io/distroless/python3-debian12
COPY --from=builder /venv /venv

107
README.md
View file

@ -1,52 +1,69 @@
# hedgedoc-expire - remove old notes
A Python app that can be run regularly against a Postgres Hedgedoc database to remove old notes. Notes that are expired
can be emailed to the author as a backup.
A Python app that can be run regularly against a Postgres Hedgedoc database to remove old notes.
Notes that are expired can be emailed to the author as a backup.
## Expiring old notes and revisions
Hedgedoc keeps notes and revisions (versions) of those notes forever. This might not be desirable, for example because
of data protection reasons. With this utility, you can remove old revisions and old notes from the
database. `hedgedoc-expire` works by talking directly to a Postgres database; no API access to Hedgedoc is required.
Hedgedoc keeps notes and revisions (versions) of those notes forever.
This might not be desirable, for example because of data protection reasons.
With this utility, you can remove old revisions and old notes from the database.
`hedgedoc-expire` works by talking directly to a Postgres database; no API access to Hedgedoc is required.
Currently, it only works with Postgres.
### Expiring old revisions
All revisions that have been created before the specified age will be removed. If all revisions are expired, the note
remains available, it just won't have any revisions to revert to. Once you continue editing it, new revisions will be
added.
Using the `-r` or `--revisions` argument.
All revisions that have been created before the specified age will be removed.
If all revisions are expired, the note remains available, it just won't have any revisions to revert to.
Once you continue editing it, new revisions will be added.
### Expiring old notes
Notes that are being expired will be emailed to the account that initially created the note. This allows that user to
restore the note, if necessary. Expiring a note will also remove all existing revisions for the note.
Using the `-n` or `--notes` argument.
You will need to configure your environment for `hedgedoc-expire` to be able to send mail. If the mail is not accepted
by the mail server, the note will not be removed. Note however that this utility has no idea if the mail server has
successfully delivered that mail to the intended recipient; if the mail gets lost somewhere on the way, the note cannot
be recovered.
Notes that are being expired will be emailed to the account that initially created the note.
This allows that user to restore the note, if necessary.
Expiring a note will also remove all existing revisions for the note.
You will need to configure your environment for `hedgedoc-expire` to be able to send mail.
If the mail is not accepted by the mail server, the note will not be removed.
Note however that this utility has no idea if the mail server has successfully delivered that mail to the intended recipient; if the mail gets lost somewhere on the way, the note cannot be recovered.
## Running `hedgedoc-expire.py`
Locally from the command line:
Locally from the command line expiring revisions and notes older than 7 days:
```shell
poetry run python ./hedgedoc-expire.py ...
poetry run python ./hedgedoc-expire.py expire -n 7 -r 7
```
From Docker Compose:
Locally from the command line only expiring revisions older than 7 days:
```shell
poetry run python ./hedgedoc-expire.py expire -r 7
```
Locally from the command line checking which notes older than 7 days would be expired (and only checking notes):
```shell
poetry run python ./hedgedoc-expire.py check -n 7
```
From Docker Compose checking which notes older than 95 and which revisions older than 14 days would be expired:
```yaml
hedgedoc-expire:
image: hedgedoc-expire
command: "-c -r 14 -n 95"
command: "check -r 14 -n 95"
environment:
- "POSTGRES_HOSTNAME=database"
depends_on:
- database
```
Running against a local setup with one note, with times set to a fraction of a day:
Running a check against a local setup with one note, with times set to a fraction of a day:
```shell
$ poetry run python ./hedgedoc-expire.py -n .001 -r .001
@ -58,26 +75,26 @@ Notes to be deleted not changed since 2024-05-20 09:02:46.416294+00:00 (a minute
foo@example.com (a day) http://localhost:3000/foo: hedgedoc-expire - remove old notes
```
## Arguments and Environment Variables
## Commands, Arguments and Environment Variables
There are two main modes to run `hedgedoc-require`: check and expire. With `-c`, a report is generated on standard out.
Without it, the expiry action will be taken.
`hedgedoc-expire` provides several different commands with check being the default:
| Command | Description |
|------------|--------------------------------------------------------------------------------------------------------|
| check | Print a list of revisions and notes that would be expired, based on the given arguments `-n` and `-r`. |
| cron | Run `expire` at 2 am local time each day. Will run until killed. |
| emailcheck | Send an email from the configured sender to themselves with the the check report. |
| expire | Expire old revisions and notes, based on the given arguments `-n` and `-r`. |
Additionally the following arguments are available.
`-n` and `-r` are crucial in determining whether or not and how many notes/revisions should be targeted.
| Option | Default | Description |
|--------|---------|-------------------------------------------------------------------|
| -n | 90 | remove all notes not changed in these many days |
| -r | 7 | remove all revisions created more than these many days ago |
| -n | None | target all notes not changed in these many days |
| -r | None | target all revisions created more than these many days ago |
| -v | false | Print info on current action during `cron` and `expire` commandds |
Command is one of:
| Command | Description |
|------------|------------------------------------------------------------------------------------------------------------|
| check | Print a list of revisions and notes that would be expired, based on the given parameters for `-n` and `-r` |
| cron | Run `expire` at 2 am local time each day. Will run until killed. |
| emailcheck | Send an email from the configured sender to themselves with the the check report. |
| expire | Expire old revisions and notes. |
### Environment variables
To configure the Postgres database connection and the SMTP parameters to send mail, set these variables.
@ -85,19 +102,15 @@ To configure the Postgres database connection and the SMTP parameters to send ma
For the SMTP connection, the code assumes a standard submission protocol setup with enable StartTLS and authentication,
so you will need to configure a username and password.
| Variable | Default | Description |
|-------------------|-----------------------|-------------------------------------|
| POSTGRES_DATABASE | hedgedoc | database to connect to |
| POSTGRES_HOSTNAME | localhost | host of the database server |
| POSTGRES_PASSWORD | geheim | password for the database |
| POSTGRES_PORT | 5432 | port number of the database server |
| POSTGRES_USERNAME | hedgedoc | username for the database |
| SMTP_FROM | | sender address for the expiry mails |
| SMTP_HOSTNAME | localhost | mail server hostname |
| SMTP_PASSWORD | | SMTP password |
| SMTP_PORT | 587 | port to connect to |
| SMTP_USERNAME | | SMTP username |
| URL | http://localhost:3000 | base URL for linking to notes |
| Variable | Default | Description |
|---------------------|------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| POSTGRES_CONNSTRING | postgresql://hedgedoc:geheim@localhost:5432/hedgedoc | [PostgreSQL connection string](https://www.postgresql.org/docs/current/libpq-connect.html#LIBPQ-CONNSTRING) specifying where and how to connnect to the database |
| SMTP_FROM | | sender address for the expiry mails |
| SMTP_HOSTNAME | localhost | mail server hostname |
| SMTP_PASSWORD | | SMTP password |
| SMTP_PORT | 587 | port to connect to |
| SMTP_USERNAME | | SMTP username |
| URL | http://localhost:3000 | base URL for linking to notes |
## Local Development Setup
@ -110,4 +123,4 @@ You will need to create a user using the command line:
```sh
docker compose exec -it hedgedoc bin/manage_users --add foo@example.com --pass geheim
```
```

View file

@ -48,7 +48,7 @@ services:
image: hedgedoc-expire
command: "-v -r .001 -n .001 check"
environment:
- "POSTGRES_HOSTNAME=database"
- "POSTGRES_CONNSTRING=postgres://hedgedoc:geheim@database:5432/hedgedoc"
depends_on:
- database

View file

@ -1,5 +1,7 @@
#!/bin/env python
import argparse
import base64
import binascii
import email
import json
import smtplib
@ -14,7 +16,8 @@ from textwrap import dedent
from time import sleep
import humanize
import pgsql
import psycopg
from psycopg.rows import dict_row
class Config:
@ -27,11 +30,7 @@ class Config:
self.revision_age = timedelta(days=14)
self.note_age = timedelta(days=95)
self.postgres_hostname = getenv('POSTGRES_HOSTNAME', 'localhost')
self.postgres_username = getenv('POSTGRES_USERNAME', 'hedgedoc')
self.postgres_password = getenv('POSTGRES_PASSWORD', 'geheim')
self.postgres_database = getenv('POSTGRES_DATABASE', 'hedgedoc')
self.postgres_port = int(getenv('POSTGRES_PORT', '5432'))
self.postgres_connection_string = getenv('POSTGRES_CONNSTRING', 'postgresql://hedgedoc:geheim@localhost:5432/hedgedoc')
self.smtp_hostname = getenv('SMTP_HOSTNAME', 'localhost')
self.smtp_port = int(getenv('SMTP_PORT', '587'))
@ -64,7 +63,8 @@ class EmailSender:
smtp_server = smtplib.SMTP(self.hostname, port=self.port)
context = ssl.create_default_context()
smtp_server.starttls(context=context)
smtp_server.login(self.username, self.password)
if self.username != "" and self.password != "":
smtp_server.login(self.username, self.password)
smtp_server.send_message(message)
except Exception as e:
print(f'Unable to send mail through {self}: {e}')
@ -94,14 +94,14 @@ class HedgedocExpire:
profile = json.loads(row['profile'])
return profile['emails'][0]
def notes_to_be_expired(self, db) -> list[any]:
def notes_to_be_expired(self, conn) -> list[any]:
"""
Get a list of all notes to be expired.
:return:
"""
notes = []
cutoff = datetime.now(timezone.utc) - self.config.note_age
with db.prepare('''SELECT
with conn.cursor(row_factory=dict_row) as cur:
cur.execute('''SELECT
"Notes"."alias",
"Notes"."content",
"Notes"."createdAt",
@ -113,34 +113,21 @@ class HedgedocExpire:
"Users"."email",
"Users"."profile"
FROM "Notes", "Users"
WHERE "Notes"."updatedAt" < $1
WHERE "Notes"."updatedAt" < %s
AND "Notes"."ownerId" = "Users"."id"
ORDER BY "Notes"."updatedAt"
''') as notes_older_than:
for row in notes_older_than(cutoff):
notes.append({
'alias': row.alias if row.alias is not None else row.shortid,
'content': row.content,
'createdAt': row.createdAt,
'email': row.email,
"id": row.id,
'ownerId': row.ownerId,
'profile': row.profile,
'shortid': row.shortid,
'title': row.title,
'updatedAt': row.updatedAt
})
return notes
''', [cutoff])
return cur.fetchall()
def revisions_to_be_expired(self, db) -> list[any]:
def revisions_to_be_expired(self, conn) -> list[any]:
"""
Obtain a list of revisions to be expired.
:param db: the database connection
:param conn: the database connection
:return:
"""
revisions = []
cutoff = datetime.now(timezone.utc) - self.config.revision_age
with db.prepare('''SELECT
with conn.cursor(row_factory=dict_row) as cur:
cur.execute('''SELECT
"Notes"."alias",
"Revisions"."createdAt",
"Users"."email",
@ -150,40 +137,29 @@ class HedgedocExpire:
"Notes"."shortid" as "shortid",
"Notes"."title"
FROM "Revisions", "Notes", "Users"
WHERE "Revisions"."createdAt" < $1
WHERE "Revisions"."createdAt" < %s
AND "Revisions"."noteId" = "Notes"."id"
AND "Notes"."ownerId" = "Users"."id"
ORDER BY "Notes"."createdAt", "Revisions"."createdAt"
''') as revs_older_than:
for row in revs_older_than(cutoff):
revisions.append({
'alias': row.alias,
'createdAt': row.createdAt,
'email': row.email,
'noteId': row.noteId,
'profile': row.profile,
'revisionId': row.revisionId,
'shortid': row.shortid,
'title': row.title
})
return revisions
''', [cutoff])
return cur.fetchall()
def check_notes_to_be_expired(self, db) -> str:
def check_notes_to_be_expired(self, conn) -> str:
"""
Return a list of notes that will be expired.
:param db: the database connection
:param conn: the database connection
:return: a multi-line text suitable for humans to read
"""
r = ''
cutoff = datetime.now(timezone.utc) - self.config.note_age
r += f'Notes to be deleted not changed since {cutoff} ({humanize.naturaldelta(self.config.note_age)}):\n'
for note in self.notes_to_be_expired(db):
age = datetime.now(timezone.utc) - datetime.fromisoformat(note['updatedAt'])
for note in self.notes_to_be_expired(conn):
age = datetime.now(timezone.utc) - note['updatedAt']
url = self.config.url + '/' + (note["alias"] if note["alias"] is not None else note["shortid"])
r += f' {self.email_from_email_or_profile(note)} ({humanize.naturaldelta(age)}) {url}: {note["title"]}\n'
return r
def check_revisions_to_be_expired(self, db) -> str:
def check_revisions_to_be_expired(self, conn) -> str:
"""
Return a list of revisions that will be expired.
:return: a multi-line text suitable for humans to read
@ -192,8 +168,8 @@ class HedgedocExpire:
cutoff = datetime.now(timezone.utc) - self.config.revision_age
r += f'Revisions to be deleted created before {cutoff} ({humanize.naturaldelta(self.config.revision_age)}):\n'
notes = {}
for row in self.revisions_to_be_expired(db):
row['age'] = datetime.now(timezone.utc) - datetime.fromisoformat(row['createdAt'])
for row in self.revisions_to_be_expired(conn):
row['age'] = datetime.now(timezone.utc) - row['createdAt']
if row['noteId'] not in notes:
notes[row['noteId']] = []
notes[row['noteId']].append(row)
@ -206,19 +182,20 @@ class HedgedocExpire:
r += f' {humanize.naturaldelta(rev["age"])}: {rev["revisionId"]}\n'
return r
def expire_old_notes(self, db) -> None:
def expire_old_notes(self, conn) -> None:
"""
Email old notes to their owners, then delete them.
:param db: the database connection
:param conn: the database connection
:return:
"""
with db.prepare('DELETE FROM "Notes" WHERE "id" = $1') as delete_statement:
for note in self.notes_to_be_expired(db):
with conn.cursor() as cur:
for note in self.notes_to_be_expired(conn):
try:
note_age = datetime.now(timezone.utc) - datetime.fromisoformat(note['updatedAt'])
note_age = datetime.now(timezone.utc) - note['updatedAt']
msg = MIMEMultipart()
msg['From'] = self.email_sender.mail_from
msg['To'] = self.email_from_email_or_profile(note)
msg['Date'] = email.utils.formatdate()
msg['Subject'] = f'Your HedgeDoc Note "{note["title"]}" has expired'
msg.attach(MIMEText(dedent(f'''\
You created the note titled "{note["title"]}" on {note["createdAt"]}.
@ -239,39 +216,92 @@ class HedgedocExpire:
self.email_sender.send(msg)
# email backup of the note sent, now we can delete it
delete_statement(note["id"])
cur.execute('DELETE FROM "Notes" WHERE "id" = %s', [note["id"]])
conn.commit()
if self.config.verbose:
url = self.config.url + '/' + (note["alias"] if note["alias"] is not None else note["shortid"])
print(f'Note "{note["title"]}" ({url}) emailed to {msg["To"]}')
try:
with conn.cursor(row_factory=dict_row) as user_history_cur:
# Calculate the urlid of the note from its id.
# See:
# - https://github.com/hedgedoc/hedgedoc/blob/380587b7fd65bc1eb71eef51a3aab324f9877650/lib/models/note.js#L167-L172
# - https://git.cccv.de/infra/ansible/roles/hedgedoc/-/blob/d69cef4bf6c7fe4e67570363659e4c20b0e102af/files/hedgedoc-util.py#L84
urlid = base64.urlsafe_b64encode(binascii.unhexlify(f"{note['id']}".replace('-', ''))).decode().replace('=', '')
# Get all users with note in history.
user_history_cur.execute('''SELECT
"Users"."id",
"Users"."history",
"Users"."email",
"Users"."profile"
FROM "Users"
WHERE jsonb_path_exists("Users"."history"::jsonb, '$[*] ? (@.id == $urlid)', jsonb_build_object('urlid', %s::text))
''', [urlid])
users_with_note = user_history_cur.fetchall()
for user in users_with_note:
history = json.loads(user["history"])
history_without_note = json.dumps([ entry for entry in history if entry["id"] != urlid ])
user_history_cur.execute('''UPDATE "Users"
SET "history" = %s
WHERE "id" = %s
''', [history_without_note, user["id"]])
conn.commit()
if self.config.verbose:
for user in users_with_note:
print(f' deleted history entry for {self.email_from_email_or_profile(user)}')
except Exception as e:
conn.rollback()
print(f'An error occured while trying to delete {note["id"]} from the users history: {e}', file=sys.stderr)
except Exception as e:
print(f'Unable to send email to {self.email_from_email_or_profile(note)}: {e}', file=sys.stderr)
def expire_old_revisions(self, db) -> None:
def expire_old_revisions(self, conn) -> None:
"""
Removes all revision on all notes that have been modified earlier than age.
:param db: the database connection
:param conn: the database connection
:return:
"""
cutoff = datetime.now(timezone.utc) - self.config.revision_age
with db.prepare('DELETE FROM "Revisions" WHERE "createdAt" < $1 RETURNING id') as delete:
rows = list(delete(cutoff))
with conn.cursor() as cur:
rows = list(cur.execute('DELETE FROM "Revisions" WHERE "createdAt" < %s RETURNING id', [cutoff]))
if self.config.verbose:
print(f'Deleted {len(rows)} old revisions')
conn.commit()
def cmd_check(self) -> None:
with pgsql.Connection((self.config.postgres_hostname, self.config.postgres_port),
self.config.postgres_username, self.config.postgres_password) as db:
print(self.check_revisions_to_be_expired(db) +
self.check_notes_to_be_expired(db))
with psycopg.connect(self.config.postgres_connection_string) as conn:
if self.config.revision_age is not None:
print(self.check_revisions_to_be_expired(conn))
elif self.config.verbose:
print("Revisions weren't included in the check, not checking.\n")
if self.config.note_age is not None:
print(self.check_notes_to_be_expired(conn))
elif self.config.verbose:
print("Notes weren't included in the check, not checking.\n")
def cmd_emailcheck(self) -> None:
with pgsql.Connection((self.config.postgres_hostname, self.config.postgres_port),
self.config.postgres_username, self.config.postgres_password) as db:
report = self.check_revisions_to_be_expired(db) + self.check_notes_to_be_expired(db)
with psycopg.connect(self.config.postgres_connection_string) as conn:
report = ''
if self.config.revision_age is not None:
report += self.check_revisions_to_be_expired(conn)
else:
report += "Revisions weren't included in the check.\n"
if self.config.note_age is not None:
report += self.check_notes_to_be_expired(conn)
else:
report += "Notes weren't included in the check.\n"
msg = MIMEMultipart()
msg['From'] = self.email_sender.mail_from
msg['To'] = self.email_sender.mail_from
msg['Date'] = email.utils.formatdate()
msg['Subject'] = f'Hedgedoc Expire: Report'
msg.attach(MIMEText(dedent(f'''\
This report shows which notes and revisions would be deleted if expire would be run now.
@ -283,10 +313,16 @@ class HedgedocExpire:
self.email_sender.send(msg)
def cmd_expire(self) -> None:
with pgsql.Connection((self.config.postgres_hostname, self.config.postgres_port),
self.config.postgres_username, self.config.postgres_password) as db:
self.expire_old_revisions(db)
self.expire_old_notes(db)
with psycopg.connect(self.config.postgres_connection_string) as conn:
if self.config.revision_age is not None:
self.expire_old_revisions(conn)
elif self.config.verbose:
print("Revisions weren't included in the expire action, not expiring.\n")
if self.config.note_age is not None:
self.expire_old_notes(conn)
elif self.config.verbose:
print("Notes weren't included in the expire action, not expiring.\n")
def main():
@ -300,18 +336,18 @@ def main():
Revisions of notes that have been created before the specified time will be deleted.
'''),
epilog=dedent('''\
command is one of:
- check: print a list of revisions and notes to be expired
- cron: run expire every 24 hours
- emailcheck: send am email from the configured sender to themselves with the the check report
- expire: expire old revisions and untouched notes
command is one of, which check being the default:
- check: Print a list of revisions and notes that would be expired, based on the given arguments -n and -r.
- cron: Run `expire` at 2 am local time each day. Will run until killed.
- emailcheck: Send an email from the configured sender to themselves with the the check report.
- expire: Expire old revisions and notes, based on the given arguments -n and -r.
See https://git.hamburg.ccc.de/CCCHH/hedgedoc-expire
''')
)
parser.add_argument('-n', '--notes', metavar='DAYS', type=float, default=95,
parser.add_argument('-n', '--notes', metavar='DAYS', type=float,
help='remove all notes not changed in these many days')
parser.add_argument('-r', '--revisions', metavar='DAYS', type=float, default=14,
parser.add_argument('-r', '--revisions', metavar='DAYS', type=float,
help='remove all revisions created more than these many days ago')
parser.add_argument('command', choices=['check', 'cron', 'emailcheck', 'expire'], default='check', nargs='?',
help='action to perform')
@ -320,8 +356,8 @@ def main():
args = parser.parse_args()
config = Config()
config.note_age = timedelta(days=args.notes)
config.revision_age = timedelta(days=args.revisions)
config.note_age = timedelta(days=args.notes) if args.notes is not None else None
config.revision_age = timedelta(days=args.revisions) if args.revisions is not None else None
config.verbose = args.verbose
mail = EmailSender(config.smtp_hostname, config.smtp_port, config.smtp_username, config.smtp_password,
config.smtp_from)

125
poetry.lock generated
View file

@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
[[package]]
name = "humanize"
@ -15,16 +15,125 @@ files = [
tests = ["freezegun", "pytest", "pytest-cov"]
[[package]]
name = "pgsql"
version = "2.2"
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View file

@ -1,14 +1,14 @@
[tool.poetry]
name = "hedgedoc-expire"
version = "0.1.0"
version = "0.2.0"
description = "Remove old Hedgedoc notes"
authors = ["Stefan Bethke <stb@lassitu.de>"]
readme = "README.md"
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python = "^3.12"
pgsql = "^2.2"
python = "^3.11"
humanize = "^4.9.0"
psycopg = {extras = ["binary"], version = "^3.2.3"}
[build-system]