mRpostman
is an easy-to-use IMAP client that provides
tools for message searching, selective fetching of message attributes,
mailbox management, attachment extraction, and several other IMAP
features, paving the way for email data analysis in R. To do so, this
package makes extensive use of the {curl} package and the libcurl C
library.
In this vignette, we present all available methods and functions of this package, but not all the possibilities one can explore.
IMPORTANT:
In version 0.9.0.0
, mRpostman
went
trough substantial changes, including ones that have no backward
compatibility with versions <= 0.3.1
. A detailed
vignette on how to migrate your mRpostman’s deprecated code to the new
syntax is available at “Migrating
old code to the new mRpostman’s syntax”.
Old versions of the libcurl C library ({curl}’s main engine) will cause malfunctioning of this package. If your libcurl’s version is above 7.58.0, you should be fine. If you intend to use OAuth 2.0 authentication, then you will need libcurl >= 7.65.0. To know more about the OAuth 2.0 authentication in this package, refer to the “Using IMAP OAuth2.0 authentication in mRpostman” vignette.
Most mail providers discontinued less secure apps access. If it is still available and you are comfortable with this type of access you can enable this option for your account on your mail provider. Some providers, such as Yahoo Mail, also offer the option to generate password to be used by third-party apps such as mRpostman. The other option, as mentioned above, is to set up OAuth2 (two-factor authentication) in order to access your mailbox. Please also refer to the “Using IMAP OAuth2.0 authentication in mRpostman” vignette.
Provider | IMAP Server |
---|---|
Gmail | imap.gmail.com |
Office 365 |
outlook.office365.com * |
Outlook.com (Hotmail and Live.com) | imap-mail.outlook.com |
Yahoo Mail | imap.mail.yahoo.com |
iCloud Mail | imap.mail.me.com |
AOL Mail | imap.aol.com |
Zoho Mail | imap.zoho.com |
Yandex Mail | imap.yandex.com |
GMX Mail | imap.gmx.com |
Mail.com | imap.mail.com |
FastMail | imap.fastmail.com |
* For Office 365 accounts, the username
should be set as
user@yourcompany.com
or
user@youruniversity.edu
for example.
The package is now implemented under a OO framework, using an R6
class. The main functionalities of mRpostman
are
implemented as methods of the R6 class called ImapCon
.
There are also a few independent functions. All methods and functions
are described below:
configure_imap()
, reset_url()
,
reset_username()
, reset_password()
,
reset_verbose()
, reset_buffersize()
,
reset_timeout_ms()
,
reset_xoauth2_bearer()
;list_server_capabilities()
;list_mail_folders()
, select_folder()
,
examine_folder()
, rename_folder()
,
create_folder()
, list_flags()
;search_before()
, search_since()
,
search_period()
, search_on()
,
search_sent_before()
,search_sent_since()
,
search_sent_period()
, search_sent_on()
,
search_string()
, search_flag()
,
search_smaller_than()
, search_larger_than()
,
search_younger_than()
,
search_older_than()
;search()
;
AND()
,
OR()
;before()
,
since()
, on()
, sent_before()
,
sent_since()
, sent_on()
,
string()
, flag()
, smaller_than()
,
larger_than()
, younger_than()
,
older_than()
;fetch_body()
,
fetch_header()
, fetch_text()
,
fetch_metadata()
, fetch_attachments_list()
,
fetch_attachments()
;list_attachments()
, get_attachments()
,
fetch_attachments_list()
,
fetch_attachments()
;copy_msg()
,
move_msg()
, esearch_min_id()
,
esearch_max_id()
, esearch_count_msg()
,
delete_msg()
, expunge()
,
add_flags()
, remove_flags()
,
replace_flags()
.After setting the authentication method in your mail provider, you have to configure an IMAP connection:
library(mRpostman)
# IMAP settings
# Outlook - Office 365
con <- configure_imap(
url="imaps://outlook.office365.com",
username="user@your_company.com",
password=rstudioapi::askForPassword()
)
# Gmail
con <- configure_imap(
url = "imaps://imap.gmail.com",
username = "user",
password = rstudioapi::askForPassword()
)
# Hotmail
con <- configure_imap(
url = "imaps://imap-mail.outlook.com",
username = "user@hotmail.com",
password = rstudioapi::askForPassword()
)
# Yahoo Mail
con <- configure_imap(
url="imaps://imap.mail.yahoo.com/",
username="your_user",
password=rstudioapi::askForPassword()
)
# AOL Mail
con <- configure_imap(
url="imaps://export.imap.aol.com/",
username="your_user",
password=rstudioapi::askForPassword()
)
# Yandex Mail
con <- configure_imap(
url="imaps://imap.yandex.com",
username="your_user",
password=rstudioapi::askForPassword()
)
# ... and any other mail provider with IMAP support
Other useful options are: timeout_ms
,
verbose = TRUE
, buffersize
. Further {curl}
options related to IMAP functionalities can be passed to
configure_imap()
, but you probably won’t need it. See
curl::curl_options()
.
Since version 0.9.0.0
, this package provides more
flexibility to the user in the sense that you can modify the connection
parameters for specific commands or parts of a script, using the
reset_*()
methods. This prevents users from having to call
configure_imap()
multiple times during a session or in a
script. It is particularly useful when the user is going to perform some
fetch operation, for example. In this case, it is recommended to
increase the timeout_ms
and set
verbose = FALSE
.
The con
object that we created in the example above has
the ImapCon
R6 class. Now, almost 99% of the other IMAP
commands to be performed on the server will be called following the
structure: con$method()
. The exceptions are the
list_attachments()
function and the helper functions of the
custom-search group.
As you will see, the R6 framework combined with {curl} will make this package works such a session-based IMAP client. Besides this, for some commands, users will be able to use the tidy approach with pipes. All this together provides an elegant way of accessing your IMAP provider, searching and fetching emails, and managing your mailbox as well.
Once the connection is configured, it is important to know which
capabilities your IMAP provider offers to users. This impacts on which
type of operations you are allowed to perform. For example, if your
server has the WITHIN
extension you can use the WITHIN
search methods search_younger_than()
and
search_older_than()
; if the server has the
ESEARCH
capability, besides being allowed to use the
esearch_*()
methods, you can optimize all your search
functions with the esearch = TRUE
parameter; if you see the
MOVE
capability, then you can use the
move_msg()
method. Therefore, to know all your server
capabilities, you can use list_server_capabliltites
.
con$list_server_capabilities()
con$create_folder(name = "New Folder")
Except for examine_folder()
and
rename_folder()
, from now on, you will have to select a
folder to issue further commands.
con$select_folder(name = "INBOX")
Probably, the main folder in your mailbox will be the
"INBOX"
. You can select it without having to worry about
the case of the letters. However, all the other folders in a mailbox are
case sensitive.
Count the number of existent and recent messages in the previously selected folder.
con$select_folder(name = "Inbox")
con$examine_folder()
If you want to examine a folder that is not the currently selected
one (INBOX
), you can achieve this by specifying the
name.
con$examine_folder(name = "Sent")
The following will rename the selected folder.
con$select_folder(name = "CRAN Messages")
con$rename_folder(new_name = "CRAN")
There is a reselect
argument, which by default is set to
TRUE
. This will cause the automatic re-selection of the new
folder name.
If you want to rename a folder that is different from the currently
selected one (CRAN
), you can achieve this by specifying the
name.
con$rename_folder(name = "Sent", new_name = "Sent2")
All search methods will return a numeric vector containing the
results from the search. This allows users to chain fetch operations
together with search one. You can also NEGATE all
search expressions by setting negate = TRUE
.
If your server supports ESEARCH, we recommend you to
use it. It will prevent your results from being truncated when there are
too many messages ids and you didn’t set a high buffersize
in confiure_imap()
1. With “ESEARCH”, the results will be
condensed to groups of sequences similar to what does. For instance, if
your search returns 10000 results, it is better to have condensed groups
such as 1:10, 12, 23:27, ...
instead of a sequence of
1, 2, 3, 4, 5, 6, ..., 10, 12, 23, 24, 25, ...
. If you
can’t use ESEARCH, or if your results are being truncated even with
ESEARCH, you can try to increase your buffersize in
configure_imap()
to avoid this.
search_before()
, search_since()
,
search_on()
, and search_period()
use internal
date, which reflects the moment when the message was received.
search_sent_before()
, search_sent_since()
,
search_sent_on()
, and search_sent_period()
use
the RFC-2822 date header (origination date), which “specifies the date
and time at which the creator of the message indicated that the message
was complete and ready to enter the mail delivery system” (Resnick,
2008). Dates in both methods must be the same most of the time. The
difference may occur when you copied or moved some messages between
folders. In this case, the RFC-2822 date header of the copied/moved
messages in the destination folder will point out to the date of the
copy. Another difference is that searching by the internal date will
probably be faster because this information is kept in a database
outside the message.
con$select_folder(name = "INBOX")
res <- con$search_before(date_char = "07-Sep-2020")
res
You can use the “UID” (unique identifier) instead of the message sequence number 2, and one or more flags as an additional filter to your search. In fact, you can use this in almost every search method of this package.
res <- con$search_before(date_char = "07-Sep-2020",
use_uid = TRUE,
flag = c("ANSWERED", "SEEN"))
res
Remember that, if your IMAP server has the ESEARCH capability, you can use it. Gmail is one of the mail providers that allow it.
res <- con$search_before(date_char = "07-Sep-2020",
use_uid = TRUE,
flag = c("ANSWERED", "SEEN"),
esearch = TRUE)
res
You can also NEGATE the statement to search for messages NOT BEFORE a date, for example:
res <- con$search_before(date_char = "07-Sep-2020",
negate = TRUE,
use_uid = TRUE)
res
The previous operation, in which we have used
negate = TRUE
, is equivalent to search for messages
received SINCE a DATE:
res <- con$search_since(date_char = "07-Sep-2020",
use_uid = TRUE)
res
res <- con$search_period(since_date_char = "02-Jan-2020",
before_date_char = "30-Jun-2020")
res
You can NEGATE a period search as well. In this case, the search will exclude messages from the specified period.
res <- con$search_period(since_date_char = "02-Jan-2020",
before_date_char = "30-Jun-2020",
negate = TRUE)
res
con$search_sent_before(date_char = "07-Sep-2020")
You can modify some of the search parameters as well:
res <- con$search_sent_before(date_char = "07-Sep-2020",
negate = TRUE,
use_uid = TRUE,
flag = c("ANSWERED", "SEEN"))
res
You can search for a simple string or compound expression either in the whole message, in a section, or in a specific header field. One important thing to know is that the SEARCH command in the IMAP server is not case sensitive.
You can also NEGATE the statement and search for messages (or a specific part of a message) not containing that string, and add additional flag filters as well.
For the next examples, we are going to select a different mail folder.
Searching in the “TO” header field:
con$select_folder(name = "K-State")
con$search_string(expr = "xpto@k-state.com", where = "TO")
Searching in the “FROM” header field:
con$search_string(expr = "xpto@k-state.edu", where = "FROM")
Searching in the “SUBJECT” header field:
con$search_string(expr = "PhD offer", where = "SUBJECT")
Searching in the “TEXT” section.
IMPORTANT: Since the text may contain raw data, it
may not be a super-effective search. In this case, searching for a
expression in the whole "BODY"
may be preferred.
$search_string(expr = "Dear Allan" where = "TEXT") con
Searching in the “BODY” section.
$search_string(expr = "Dear Allan" where = "BODY") con
con$search_flag(name = c("ANSWERED", "Seen"), use_uid = TRUE)
Remember that you can check the available flags in a mail folder with
list_flags()
.
Severs with support to the “WITHIN” EXTENSION enable searching for
messages within a span, i.e. younger than “x” seconds, or older than “x”
seconds. This capability is really rare to find in IMAP servers, but
mRpostman
has two methods implemented for coping with this
capability if it is available.
The search()
method and its helper
functions enable users to create a vast number of complex and
customized search requests by combining different criteria, using all
the types of searches previously presented in this document.
These are the helper functions you can use inside
search()
:
AND()
, and
OR()
;before()
, since()
,
on()
, sent_before()
,
sent_since()
, sent_on()
,
string()
, flag()
, smaller_than()
,
larger_than()
, younger_than()
, and
older_than()
.NOTE: IMAP queries follows Polish notation,
i.e. operators such as OR
come before arguments, e.g. “OR
argument1 argument2”. Therefore, the relational operators functions in
this package should be used like the following examples:
OR(before(date_char = "17-Apr-2015"), string(expr = "Jimmy", where = "FROM"))
.
Even though there is no “AND” operator in the IMAP protocol, this
package adds a helper function AND()
to indicate multiple
arguments that must be searched together,
e.g. AND(since(date_char = "01-Jul-2018"), larger_than(size = 16000))
.
Example 1: Searching for messages (in “INBOX”) containing the string “Kansas State University” in the “SUBJECT” header field AND that were received before “02-Jan-2020”.
con$select_folder(name = "INBOX")
res <- con$search(request = AND(string(expr = "Kansas State University", where = "SUBJECT"),
before(date_char = "02-Jan-2020")))
res
Example 2: Searching (using UID) for messages received from “@k-state.edu” OR “@ksu.edu”.
You can fetch the full content of messages, or their parts, such as the header, text, or specific metadata fields. Besides this, you can also fetch a message attachments list or the attachment files themselves, downloading them to the disk.
We usually fetch messages after a search operation. Given the output
of the search functions in mRpostman, you can use the
pipe %>%
to chain the search and the fetch operations
together. Using the base R approach is perfectly possible as well.
In the main fetch methods (those that are not related to attachment
fetching), you can choose to write the fetch results to disk (working
directory) using write_to_disk = TRUE
. If you opt to do so,
mRpostman saves the fetched content to a
.txt
file in the following folder structure:
working directory > imap.server.url > mail folder name
.
The text files will be named after the id of the fetched message. If the
operation was executed using the UID, the “UID” prefix is added to the
file names.
IMPORTANT:
If the fetch operation is to be chained after a search, the
use_uid
arguments in the two operations have to be the
same. Otherwise, an error will occur or the fetch will be performed on
wrong messages’ ids.
It is always recommended to increase the timeout_ms before
fetch_body()
, fetch_text()
, and
fetch_attachents()
operations as sometimes the operation
may hang for a few seconds while fetching the message parts.
if you have configured a connection with
verbose = TRUE
, it is extremely recommended that you reset
it to FALSE
before a fetching operation. The
verbose = TRUE
option fill the console with the whole flux
of information between the server and the client, drastically slowing
the speed of the process and your R session.
# increasing timeout_ms
con$reset_timeout_ms(x = 30000) # ... to 30 secs
# and supposing that you had verbose = TRUE before
con$reset_verbose(x = FALSE)
# tidy approach
con$search_string(expr = "@k-state.edu", where = "FROM") %>%
con$fetch_body(write_to_disk = TRUE, keep_in_mem = FALSE)
# ---------------
# base R approach
res <- con$search_string(expr = "@k-state.edu", where = "FROM")
con$fetch_body(msg_id = res, write_to_disk = TRUE, keep_in_mem = FALSE)
Since the goal here is to write the fetch results to disk, it is
recommended that we set keep_in_mem = FALSE
. This will
optimize the whole operation because mRpostman
will clean
the memory after fetching each message as we are not going to use the
results in our R session.
Our local folder will be populated with the .txt
files
of the fetched messages:
# tidy approach
out <- con$search_since(date_char = "15-Aug-2019", use_uid = TRUE) %>%
con$fetch_header(use_uid = TRUE, fields = c("DATE", "SUBJECT"))
out
# ---------------
# base R approach
res <- con$search_since(date_char = "15-Aug-2019", use_uid = TRUE)
out <- con$fetch_header(use_uid = TRUE, fields = c("DATE", "SUBJECT"))
out
Please, note that, in the example above, we are saving the results to
the out
object in our R session. Also note that we are
setting use_uid = TRUE
in both search and fetch
requests.
fetch_text()
is almost as costly as
fetch_body()
. So, it is a good idea to keep a “high”
timeout_ms
.
con$search_since(date_char = "15-Aug-2019") %>%
con$fetch_text(write_to_disk = TRUE, keep_in_mem = FALSE)
out <- con$search_on(date_char = "15-Aug-2019", use_uid = TRUE) %>%
con$fetch_metadata(use_uid = TRUE, attribute = c("INTERNALDATE", "UID", "ENVELOPE"))
If nothing is specified to the metadata
argument, all
the metadata fields are fetched by default. To know which are the
metadata options of a message, refer to
metadata_options()
.
There are two more fetch methods, but they are going to be presented in the next session since they are related to a very special fetch operation.
Previously, mRpostman
had two attachment-related
functions: list_attachments()
and
get_attachments()
. Both were to be used after a fetching
operation because they would use the content fetched in a previous step
to parse the attachments list and/or decode the content to files. These
methods are still available in the current version of the package.
However, two more methods were implemented since version
0.9.0.0
: fetch_attachments_list()
and
fetch_attachments()
. These methods are not contingent on a
previous fetch operation, since they are a properly fetch operation.
Let’s take a look at the first two attachments functionalities
available in mRpostman
.
The dependent operations are comprised of a function
list_atachments()
and a R6 method
get_attachments()
. We call them dependent operations
because they dependent on a previous fetch operation with
fetch_body()
or fetch_text()
.
IMPORTANT: Since these are fetch-dependent
operations, you cannot set
keep_in_mem = FALSE
in the
fetch_body()
/fetch_text()
step if you intend
to list or get attachments after fetching your messages.
This will list your attachments file names for each fetched message.
# using fetch_body()
con$search_since(date_char = "23-Sep-2019") %>%
con$fetch_body(write_to_disk = TRUE) %>%
list_attachments() # don't need to specify the connection object here
# ------------------
# using fetch_text()
con$search_since(date_char = "23-Sep-2019") %>%
con$fetch_text(write_to_disk = TRUE) %>%
list_attachments() # don't need to specify the connection object here
In both examples, the whole message body(ies) or text will be saved
to the disk, but a copy will be kept in the R session. This copy is
passed forward to list_attachments()
, which, by its turn,
finds and extract the filenames and the type of the
“Content-Disposition” for the part where the attachment were found.
get_attachments()
will try to decode base64 text inside
your message to the appropriate file extension. This will create a
folder with the inside the structure
working directory > username > mail folder > msg_id
.
The attachment(s) will be inside their respective message folder.
# using fetch_body()
con$search_since(date_char = "23-Sep-2019") %>%
con$fetch_body(write_to_disk = TRUE) %>%
con$get_attachments()
# ------------------
# using fetch_text()
con$search_since(date_char = "23-Sep-2019") %>%
con$fetch_text(write_to_disk = TRUE) %>%
con$get_attachments()
The results in your local folder will be like this:
As we stated before, the following two methods are not contingent on a previous fetch step because they execute they own fetching operation. Hence, they consist of an alternative for attachments listing and downloading.
IMPORTANT: The same recommendations for the other
fetch methods hold in this case: set verbose = FALSE
and a
high timeout_ms
.
con$search_since(date_char = "23-Sep-2019") %>%
con$fetch_attachments_list()
con$search_since(date_char = "23-Sep-2019") %>%
con$fetch_attachments()
Here we present other functions to perform very useful complementary IMAP operations.
Copying search results from “INBOX” to “K-State” folder:
con$select_folder(name = "INBOX")
con$search_since(date_char = "10-may-2019") %>%
con$copy_msg(to_folder = "K-State")
It will automatically re-select the destination folder unless the
user sets reselect = FALSE
.
This operation depends on the ESEARCH capability. It will retrieve the minimum message id containing a specific flag(s) in the selected mail folder.
con$esearch_min_id(flag = c("Answered", "Seen"))
This operation also depends on the ESEARCH capability. It will retrieve the maximum message id containing a specific flag(s) in the selected mail folder.
con$esearch_min_id(flag = c("Answered", "Seen"))
This operation also depends on the ESEARCH capability. It will retrieve the number of messages with a specific flag(s) in the selected mail folder.
con$esearch_count(flag = c("Answered", "Seen"))
This method marks one or more messages with the “\Deleted” system
flag. Some servers automatically delete messages marked with this flag,
and others require the EXPUNGE
command to permanently
delete the e-mail.
con$select_folder(name = "Trash")
con$search_before(date_char = "10-may-2012") %>%
con$delete_msg()
Deleting an specific “msg_id” without a previous search:
con$delete_msg(msg_id = 66128)
Expunges message(s) marked with the “DELETED” flag in a mailbox or a
specific message using the msg_uid
argument. Please, note
that the this requires the unique id, not sequence numbers. Therefore,
we set use_uid = TRUE
# expunge the entire mail folder
con$expunge()
# expunge selected msg UID
con$delete_msg(msg_id = 71171, use_uid = TRUE) %>%
expunge()
Adding, removing and replacing one or more flags to messages.
IMPORTANT: Differently from the search functions
where the (system) flags passed as additional parameters to search
methods did not contain “\”, the add/replace/remove_flags()
methods require the double backslash when referring to system flags. You
can know which are the flags of a mail folder, and if custom flags are
allowed, using list_flags()
.
con$select_folder(name = "INBOX")
con$search_since(date_char = "01-Sep-2020", use_uid = TRUE) %>%
con$add_flags(flags_to_set = "\\Answered", use_uid = TRUE)
move_msg()
uses IMAP “MOVE” EXTENSION. Check if your
server supports the “MOVE” capability with
list_server_capabilities()
.
con$search_on(date_char = "07-Sep-2020") %>%
con$move_msg(to_folder = "K-State")
If your server does not provide “MOVE” capability, the same result
can be achieved with a combination of copy_msg
,
add_flags()
and expunge()
:
Babcock, N. (2016), Introduction to IMAP, Blog, May 2016, http.
Crispin, M. (2003), INTERNET MESSAGE ACCESS PROTOCOL - VERSION 4rev1, RFC 3501, March 2003, http.
Freed, N. and Borenstein, N. (1996), Multipurpose Internet Mail Extensions (MIME) Part Two: Media Types, RFC 2046, November 1996, http.
Gungor, A. (2018), Using IMAP Internal Date for Forensic Email Authentication, Articles, Forensic Focus, http.
Heinlein, P. and Hartleben, P. (2008). The Book of IMAP: Building a Mail Server with Courier and Cyrus. No Starch Press. ISBN 978-1-59327-177-0.
Resnick, P. (2001), Internet Message Format, RFC 2822, April 2001, http.
Resnick, P. (2008), Internet Message Format, RFC 5322, October 2008, http.
Ooms, J. (2020), curl: A Modern and Flexible Web Client for R. R package version 4.3, http.
Stenberg, D. Libcurl - The Multiprotocol File Transfer Library, http
This is a known bug of the libcurl library. Please, refer to this LINK↩︎
A message sequence number is a message’s relative
position to the oldest message in a mail folder. It may change after
deleting or moving messages. If a message is deleted, sequence numbers
are reordered to fill the gap. If use_uid = TRUE
, the
command will be performed using the “UID” or unique identifier, and
results are presented as such. UIDs are always the same during the life
cycle of a message in a mail folder.↩︎