Package: wayslack
The Wayslack MachineThe Wayslack Machine: incrementally archive Slack teams and delete old files,
using Slack’s “archive” export format.Wayslack can also delete old files from Slack, freeing up storage space
for users on the free tier. See thedelete_old_filesoption.Getting StartedInstallwayslack:$ pip install wayslack(optional) Export your team history and unzip it:https://get.slack.help/hc/en-us/articles/201658943-Export-your-team-s-Slack-historyGet a legacy token from:https://api.slack.com/custom-integrations/legacy-tokensRunwayslack path/to/export/directoryto create an archive if one
doesn’t already exist, then download all messages and files:$ wayslack my-export/
API token for my-export/ (see https://api.slack.com/custom-integrations/legacy-tokens): xoxp-1234-abcd
Processing: my-export/
Downloading https://.../image.jpg
#general: 10 new messages in #general (saving to my-export/_channel-C049V24HY/2016-12-19.json)
$ ls my-export/_files/
...
https%3A%2F%2F...%2Fimage.jpgOptionally, create a configuration file so multiple teams can be archived easily:$ cat ~/.wayslack/config.yaml
---
archives:
  - dir: path/to/slack/first-export # path is relative to this file
    # Get token from: https://api.slack.com/custom-integrations/legacy-tokens
    token: xoxp-1234-abcd
    # Delete files from Slack if they're more than 60 days old (useful for
    # free Slack channels which have a file limit).
    # Files will only be deleted from Slack if:
    # - They exist in the archive (_files/storage/...)
    # - wayslack is run with --confirm-delete
    # Otherwise a message will be printed but files will not be deleted.
    delete_old_files: 60 days
  - dir: second-export
    token: xoxp-9876-wxyz

$ wayslack
Processing: first-export
...
Processing: second-export
...Deleting Old Files from SlackThedelete_old_filesoption (along with the--confirm-deleteflag) can
be used to delete old files from Slack, freeing up the team’s storage.Files will only be deleted if the--confirm-deleteflag is used,
the files exist in the local archive, and their size matches the size reported
in Slack’s API.Note: due to abug in Slack’s API, the file size reported by Slack’s
API is sometimes incorrect. Because Wayslack will not delete files when the
local size does not match the remote size, a few warnings will almost always be
generated when deleting files (and, obviously, those files won’t be deleted).Note 2: Slack appears to compress JPEGs, so this check is not applied to
JPEGs. For all downloaded files, though, the etag is used to verify that the
download was not corrupt (even if it isn’t identical to the file originally
uploaded).For example:$ wayslack --confirm-delete ~/.wayslack/your-archive/Exporting Slack Messages to SQL (PostgreSQL)Also included in this repository (although not in the installer yet) iswayslack2sql.py, which will export a Wayslack archive to a PostgreSQL
database:$ pip install sqlalchemy
...
$ createdb wayslack
$ ./wayslack2sql.py postgres://localhost/wayslack ~/.wayslack/your-team(note:wayslack2sql.pyisn’t especially polished yet)The schema is straightforward and closely matches Slack’s JSON format:-- Channels (public, private, and IMs)
CREATE TABLE ws_channel (
    id VARCHAR(64) PRIMARY KEY NOT NULL, -- Slack channel ID
    kind VARCHAR(16), -- 'channel', 'im', or 'group'
    created TIMESTAMP WITHOUT TIME ZONE,
    creator VARCHAR(64), -- Slack creator ID
    members VARCHAR(64)[],
    name VARCHAR,
    purpose JSON,
    topic JSON,
    ..., -- See schema in wayslack2sql.py for all columns
    _original JSON,
)

-- Users
CREATE TABLE ws_user (
    id VARCHAR(64) PRIMARY KEY NOT NULL,
    name VARCHAR,
    real_name VARCHAR,
    ..., -- See schema in wayslack2sql.py for all columns
)

-- Files
CREATE TABLE ws_file (
    id VARCHAR(64) PRIMARY KEY NOT NULL,
    "user" VARCHAR(64), -- Slack ID
    title VARCHAR,
    name VARCHAR,
    size INTEGER, -- note: can be wrong sometimes
    mimetype VARCHAR,
    url_private VARCHAR,
    url_private_download VARCHAR,
    ..., -- See schema in wayslack2sql.py for all columns
    _wayslack_deleted BOOLEAN, -- If Wayslack has deleted this file from Slack
    _original JSON,
)

-- Messages
CREATE TABLE ws_msg (
    id SERIAL PRIMARY KEY NOT NULL, -- autoincrement integer primary key
    ts TIMESTAMP WITHOUT TIME ZONE,
    "user" VARCHAR(64),
    type VARCHAR(16),
    subtype VARCHAR(32),
    text VARCHAR,
    reactions JSON,
    attachments JSON,
    ..., -- See schema in wayslack2sql.py for all columns
    _original JSON,
)For example, to see who sends the most messages, use:with mc as (
    select
        "user",
        sum(length(to_tsvector(text))) as word_count,
        count(*) as msg_count
    from ws_msg
    group by "user"
),
report as (
    select
        name,
        word_count,
        msg_count,
        round((word_count / msg_count::numeric), 2) as words_per_msg
    from mc
    join ws_user as u on u.id = mc."user"
    order by msg_count desc
)
select *
from reportReturns:wayslack=# ...;
     name      | word_count | msg_count | words_per_msg
---------------+------------+-----------+---------------
 jane          |      34432 |      7489 |          4.60
 wolever       |      22871 |      4787 |          4.78
 alex          |      19977 |      4346 |          4.60
 smith         |      12090 |      2132 |          5.67
 luke          |      10099 |      1852 |          5.45
 ...Hint:pg-histogramis especially useful for visualizing these data.IMMATURITY WARNINGWARNING: wayslack is still somewhat immature and not completely tested.
Right now it will archive:Public messagesPrivate groupsPrivate messagesAll uploaded filesAll link previewsList of channelsList of usersFilesBut it will likely be very slow for larger (100+ user or channel) teams,
doesn’t have any configuration options, and likely has bugs which will only be
found with time.