I'm trying to figure out how to parse out the text of an email from any quoted reply text that it might include. I've noticed that usually email clients will put an "On such and such date so and so wrote" or prefix the lines with an angle bracket. Unfortunately, not everyone does this. Does anyone have any idea on how to programmatically detect reply text? I am using C# to write this parser.
I did a lot more searching on this and here's what I've found. There are basically two situations under which you are doing this: when you have the entire thread and when you don't. I'll break it up into those two categories:
When you have the thread:
If you have the entire series of emails, you can achieve a very high level of assurance that what you are removing is actually quoted text. There are two ways to do this. One, you could use the message's Message-ID, In-Reply-To ID, and Thread-Index to determine the individual message, it's parent, and the thread it belongs to. For more information on this, see RFC822, RFC2822, this interesting article on threading, or this article on threading. Once you have re-assembled the thread, you can then remove the external text (such as To, From, CC, etc... lines) and you're done.
If the messages you are working with do not have the headers, you can also use similarity matching to determine what parts of an email are the reply text. In this case you're stuck with doing similarity matching to determine the text that is repeated. In this case you might want to look into a Levenshtein Distance algorithm such as this one on Code Project or this one.
No matter what, if you're interested in the threading process, check out this great PDF on reassembling email threads.
When you don't have the thread:
If you are stuck with only one message from the thread, you're doing to have to try to guess what the quote is. In that case, here are the different quotation methods I have seen:
a line (as seen in outlook).
Angle Brackets
"---Original Message---"
"On such-and-such day, so-and-so wrote:"
Remove the text from there down and you're done. The downside to any of these is that they all assume that the sender put their reply on top of the quoted text and did not interleave it (as was the old style on the internet). If that happens, good luck. I hope this helps some of you out there!
First of all, this is a tricky task.
You should collect typical responses from different e-mail clients and prepare correct regular expressions (or whatever) to parse them. I've collected responses from outlook, thunderbird, Gmail, Apple mail, and mail.ru.
I am using regular expressions to parse responses in the following manner: if an expression did not match, I try to use the next one.
new Regex("From:\\s*" + Regex.Escape(_mail), RegexOptions.IgnoreCase);
new Regex("<" + Regex.Escape(_mail) + ">", RegexOptions.IgnoreCase);
new Regex(Regex.Escape(_mail) + "\\s+wrote:", RegexOptions.IgnoreCase);
new Regex("\\n.*On.*(\\r\\n)?wrote:\\r\\n", RegexOptions.IgnoreCase | RegexOptions.Multiline);
new Regex("-+original\\s+message-+\\s*$", RegexOptions.IgnoreCase);
new Regex("from:\\s*$", RegexOptions.IgnoreCase);
To remove quotation in the end:
new Regex("^>.*$", RegexOptions.IgnoreCase | RegexOptions.Multiline);
Here is my small collection of test responses (samples divided by --- ):
From: test#test.com [mailto:test#test.com]
Sent: Tuesday, January 13, 2009 1:27 PM
----
2008/12/26 <test#test.com>
> text
----
test#test.com wrote:
> text
----
test#test.com wrote: text
text
----
2009/1/13 <test#test.com>
> text
----
test#test.com wrote: text
text
----
2009/1/13 <test#test.com>
> text
> text
----
2009/1/13 <test#test.com>
> text
> text
----
test#test.com wrote:
> text
> text
<response here>
----
--- On Fri, 23/1/09, test#test.com <test#test.com> wrote:
> text
> text
Thank you, Goleg, for the regexes! Really helped. This isn't C#, but for the googlers out there, here's my Ruby parsing script:
def extract_reply(text, address)
regex_arr = [
Regexp.new("From:\s*" + Regexp.escape(address), Regexp::IGNORECASE),
Regexp.new("<" + Regexp.escape(address) + ">", Regexp::IGNORECASE),
Regexp.new(Regexp.escape(address) + "\s+wrote:", Regexp::IGNORECASE),
Regexp.new("^.*On.*(\n)?wrote:$", Regexp::IGNORECASE),
Regexp.new("-+original\s+message-+\s*$", Regexp::IGNORECASE),
Regexp.new("from:\s*$", Regexp::IGNORECASE)
]
text_length = text.length
#calculates the matching regex closest to top of page
index = regex_arr.inject(text_length) do |min, regex|
[(text.index(regex) || text_length), min].min
end
text[0, index].strip
end
It's worked pretty well so far.
By far the easiest way to do this is by placing a marker in your content, such as:
--- Please reply above this line ---
As you have no doubt noticed, parsing out quoted text is not a trivial task as different email clients quote text in different ways. To solve this problem properly you need to account for and test in every email client.
Facebook can do this, but unless your project has a big budget, you probably can't.
Oleg has solved the problem using regexes to find the "On 13 Jul 2012, at 13:09, xxx wrote:" text. However, if the user deletes this text, or replies at the bottom of the email, as many people do, this solution will not work.
Likewise if the email client uses a different date string, or doesn't include a date string the regex will fail.
There is no universal indicator of a reply in an e-mail. The best you can do is try to catch the most common and parse new patterns as you come across them.
Keep in mind that some people insert replies inside the quoted text (My boss for example answers questions on the same line as I asked them) so whatever you do, you might lose some information you would have liked to keep.
Here is my C# version of #hurshagrawal's Ruby code. I don't know Ruby really well so it could be off, but I think I got it right.
public string ExtractReply(string text, string address)
{
var regexes = new List<Regex>() { new Regex("From:\\s*" + Regex.Escape(address), RegexOptions.IgnoreCase),
new Regex("<" + Regex.Escape(address) + ">", RegexOptions.IgnoreCase),
new Regex(Regex.Escape(address) + "\\s+wrote:", RegexOptions.IgnoreCase),
new Regex("\\n.*On.*(\\r\\n)?wrote:\\r\\n", RegexOptions.IgnoreCase | RegexOptions.Multiline),
new Regex("-+original\\s+message-+\\s*$", RegexOptions.IgnoreCase),
new Regex("from:\\s*$", RegexOptions.IgnoreCase),
new Regex("^>.*$", RegexOptions.IgnoreCase | RegexOptions.Multiline)
};
var index = text.Length;
foreach(var regex in regexes){
var match = regex.Match(text);
if(match.Success && match.Index < index)
index = match.Index;
}
return text.Substring(0, index).Trim();
}
If you control the original message (e.g. notifications from a web application), you can put a distinct, identifiable header in place, and use that as the delimiter for the original post.
It should be fairly easy these days, given text/html content type works for you (with Outlook being an exception; see details below). Here is a table with with the real testing results of parsing options in various desktop email clients:
Mail client
Reply message format
HTML can be parsed easily and reliably
HTML tags to be deleted
Plain text quote marker
web.de
always html
yes
<div name="quote">
- (always html)
Thunderbird
same as in the original message
yes
<div class="moz-cite-prefix">, <blockquote type="cite">
"On 26.10.2022 12:37, John Doe wrote:"
Gmail
both
yes
<div class="gmail_quote">
"On Thu, Oct 27, 2022 at 1:39 PM John Doe john#inbox.test wrote:"
Outlook 2016, 2019
same as in the original message
Probably impossible due to use of some weird Word processor
unknown
Plain text-only message: "-----Original Message-----", multipart: 3 blank lines with some space followed by "From: John Doe john#inbox.test"
Apple
unknown
yes
<blockquote type="cite">
"> On 22. Dec 2021, at 12:50, John Doe john#inbox.test wrote:"
This is a good solution. Found it after searching for so long.
One addition, as mentioned above, this is case wise, so the above expressions did not correctly parse my gmail and outlook (2010) responses, for which I added the following two Regex(s). Let me know for any issues.
//Works for Gmail
new Regex("\\n.*On.*<(\\r\\n)?" + Regex.Escape(address) + "(\\r\\n)?>", RegexOptions.IgnoreCase),
//Works for Outlook 2010
new Regex("From:.*" + Regex.Escape(address), RegexOptions.IgnoreCase),
Cheers
It is old post, however, not sure if you are aware github has a Ruby lib extracting the reply. If you use .NET, I have a .NET one at https://github.com/EricJWHuang/EmailReplyParser
If you use SigParser.com's API, it will give you an array of all the broken out emails in a reply chain from a single email text string. So if there are 10 emails, you'll get the text for all 10 of the emails.
You can view the detailed API spec here.
https://api.sigparser.com/
Related
I am using Openpop.net with c#. I can get the emails but want to extract the body text not the full email chain text. Is there a way of just getting the message body without the RE: parts?
Thanks.
Unfortunately, there's no easy way to do what you want to do because the text body of an email is free-form text and each mail client can (and often does) use a different way of quoting the original message text that it is replying to.
Usually, but not always, the older message(s) in the conversation will be rewritten to have a "> " sequence at the start of each line.
If that is the case, you can filter those lines out to get the latest message text of the conversation.
Keep in mind, however, that many people will do what is called "replying inline" where there interlace their responses with the quoted questions from a previous email. For example:
Hi Joe,
My answers are below.
On Mon, Feb 8 2021, Joe Smith wrote:
>
> Jake,
>
> Have you sent in that TPS report yet?
Nope, not yet. I was hoping to send it in today.
> If not, I've got a few facts & figures that should probably be included.
Sure, come by my desk after lunch and we'll work those details into my final report.
- Jake
I have a problem which I am wondering how to solve.
I have a String I read in from a pdf file that has a list of questions.
It's in the format of:
QUESTION NO: 1
xxxxxxx (question text)
A) xxxx (multiple choice) B) xxxx C) xxxx ...
Answer: xxxxx
QUESTION NO: 2
xxxxxxx (question text)
.... (etc)
There are about 200 questions in the list.
I am trying to use Regex to break up the text so each question can be in a separate string.
I've done this before with html and xml documents, but they were easy since there are a lot of identifying tags like double quotes, brackets, and parentheses.
But I am clueless as to how to do this with just text. I've tried a lot of combinations, but it just seems like I can't get the right format:
var questionPattern = #"QUESTION NO:(.*)QUESTION NO:";
var questionMatch = Regex.Matches(pdfText, questionPattern, RegexOptions.Singleline);
I was wondering, is there a way to do:
var questionPattern = #"(?<=QUESTION NO:)[^QUESTION NO:]*";
Where the [^QUESTION NO:]* reads everything after each Question header until it stops when it comes to the next Question header?
Obviously this is the wrong format, but I hope people will understand what I'm trying to get at.
Any help would be greatly appreciated.
Thanks!
This is probably the best you're going to get - dependent on Answer. Lookaheads would need to be conditional, and would break the entire expression.
(QUESTION NO: \d+[\S\s]*?Answer.*\n*)
Working example: http://regex101.com/r/nC6yA1
I'm building a web service which receives emails from a number of CRM-systems. Emails typically contain a text status e.g. "Received" or "Completed" as well as a free text comment.
The formats of the incoming email are different, e.g. some systems call the status "Status: ZZZZZ" and some "Action: ZZZZZ". The free text sometimes appear before the status and somethings after. Status codes will be mapped to my systems interpretation and the comment is required too.
Moreover, I'd expect that the the formats change over time so a solution that is configurable, possibly by customers providing their own templates thru a web interface would be ideal.
The service is built using .NET C# MVC 3 but I'd be interested in general strategies as well as any specific libraries/tools/approaches.
I've never quite got my head around RegExp. I'll make a new effort in case it is indeed the way to go. :)
I would go with regex:
First example, if you had only Status: ZZZZZ- like messages:
String status = Regex.Match(#"(?<=Status: ).*");
// Explanation of "(?<=Status: ).*" :
// (?<= Start of the positive look-behind group: it means that the
// following text is required but won't appear in the returned string
// Status: The text defining the email string format
// ) End of the positive look-behind group
// .* Matches any character
Second example if you had only Status: ZZZZZ and Action: ZZZZZ - like messages:
String status = Regex.Match(#"(?<=(Status|Action): ).*");
// We added (Status|Action) that allows the positive look-behind text to be
// either 'Status: ', or 'Action: '
Now if you want to give the possibility to the user to provide its own format, you could come up with something like:
String userEntry = GetUserEntry(); // Get the text submitted by the user
String userFormatText = Regex.Escape(userEntry);
String status = Regex.Match(#"(?<=" + userFormatText + ").*");
That would allow the user to submit its format, like Status:, or Action:, or This is my friggin format, now please read the status -->...
The Regex.Escape(userEntry) part is important to ensure that the user doesn't break your regex by submitting special character like \, ?, *...
To know if the user submits the status value before or after the format text, you have several solutions:
You could ask the user where his status value is, and then build you regex accordingly:
if (statusValueIsAfter) {
// Example: "Status: Closed"
regexPattern = #"(?<=Status: ).*";
} else {
// Example: "Closed:Status"
regexPattern = #".*(?=:Status)"; // We use here a positive look-AHEAD
}
Or you could be smarter and introduce a system of tags for the user entry. For instance, the user submits Status: <value> or <value>=The status and you build the regex by replacing the tags string.
I am creating a web based email client using c# asp.net.
What is confusing is that various email clients seem to add the original text in alot of different ways when replying by email.
What I was wondering is that, if there is some sort of standardized way, to disambiguate this process?
Thank you
-Theo
I was thinking:
public String cleanMsgBody(String oBody, out Boolean isReply)
{
isReply = false;
Regex rx1 = new Regex("\n-----");
Regex rx2 = new Regex("\n([^\n]+):([ \t\r\n\v\f]+)>");
Regex rx3 = new Regex("([0-9]+)/([0-9]+)/([0-9]+)([^\n]+)<([^\n]+)>");
String txtBody = oBody;
while (txtBody.Contains("\n\n")) txtBody = txtBody.Replace("\n\n", "\n");
while (new Regex("\n ").IsMatch(txtBody)) txtBody = (new Regex("\n ")).Replace(txtBody, "\n");
while (txtBody.Contains(" ")) txtBody = txtBody.Replace(" ", " ");
if (isReply = (isReply || rx1.IsMatch(txtBody)))
txtBody = rx1.Split(txtBody)[0]; // Maybe a loop through would be better
if (isReply = (isReply || rx2.IsMatch(txtBody)))
txtBody = rx2.Split(txtBody)[0]; // Maybe a loop through would be better
if (isReply = (isReply || rx3.IsMatch(txtBody)))
txtBody = rx3.Split(txtBody)[0]; // Maybe a loop through would be better
return txtBody;
}
There isn't a standardized way, but a sensible heuristic will get you a good distance.
Some algorithms classify lines based on their initial character(s) and by comparing the text to a corpus of marked up text, yielding a statistical probability for each line that it is a) part of the same block as the next/previous one and b) quoted text, a signature, new text, etc.
It'd be worth trying out some of the most popular e-mail clients and creating and comparing some sample messages to see what the differences are. Usenet newsgroups may also help you build a reasonable corpus of messages to work from. HTML e-mail adds an extra level of complexity of course, tthough most compliant mail clients will included the corresponding plain text as well. Different languages also cause issues, as clients which can parse "Paul wrote:" may fall over at "Pablo ha scritto:".
Not really, no.
The original RFC for Internet Message talks about the in-reply-to header, but doesn't specify the format of the body.
As you've found, different clients add the original text in different ways, implying there's not a standard, coupled with the fact that users will do things differently as well:
Plain text, "rich text", HTML will all have a different way of separating the reply from the original
In Outlook I can choose from the following options when replying to a message:
Do not include
Attach original message
Include original message text
Include and indent original message text
Prefix each line of the original message
On top of that, I often send and receive replies that state "Responses in-line" where my comments are intermingled with the original message, so the original message no longer exists in its original form anyway.
Some heuristics you can try are
-Any number of > characters
-Looking for "wrote: " (be very careful with this one)
Also you can try relating the Message ID field with the In Reply To field
And finally, if you cannot find a good library to do this, it is time to start this project. No more parsing emails the Cthulhu way :)
Does anyone have any suggestions as to how I can clean the body of incoming emails? I want to strip out disclaimers, images and maybe any previous email text that may be also be present so that I am left with just the body text content. My guess is it isn't going to be possible in any reliable way, but has anyone tried it? Are there any libraries geared towards this sort of thing?
In email, there is couple of agreed markings that mean something you wish to strip. You can look for these lines using regular expressions. I doubt you can't really well "sanitize" your emails, but some things you can look for:
Line starting with "> " (greater than then whitespace) marks a quote
Line with "-- " (two hyphens then whitespace then linefeed) marks the beginning of a signature, see Signature block on Wikipedia
Multipart messages, boundaries start with --, beyond that you need to do some searching to separate the message body parts from unwanted parts (like base64 images)
As for an actual C# implementation, I leave that for you or other SOers.
A few obvious things to look at:
if the mail is anything but pure plain text, the message will be multi-part mime. Any part whose type is "image/*" (image/jpeg, etc), can probably be dropped. In all likelyhood any part whose type is not "text/*" can go.
A HTML message will probably have a part of type "multipart/alternative" (I think), and will have 2 parts, one "text/plain" and one "text/html". The two parts should be just about equivalent, so you can drop the HTML part. If the only part present is the HTML bit, you may have to do a HTML to plain text conversion.
The usual format for quoted text is to precede the text by a ">" character. You should be able to drop these lines, unless the line starts ">From", in which case the ">" has been inserted to prevent the mail reader from thinking that the "From " is the start of a new mail.
The signature should start with "-- \r\n", though there is a very good chance that the trailing space will be missing.
Version 3 of OSBF-Lua has a mail-parsing library that will handle the MIME and split a message into its MIME parts and so on. I currently have a mess of Lua scripts that do
stuff like ignore most non-text attachments, prefer plain text to HTML, and so on. (I also wrap long lines to 80 characters while trying to preserve quoting.)
As far as removing previously quoted mail, the suggestions above are all good (you must subscribe to some ill-mannered mailing lists).
Removing disclaimers reliably is probably going to be hard. My first cut would be simply to maintain a library of disclaimers that would be stripped off the end of each mail message; I would write a script to make it easy for me to add to the library. For something more sophisticated I would try some kind of machine learning.
I've been working on spam filtering since Feb 2007 and I've learned that anything to do with email is a mess. A good rule of thumb is that whatever you want to do is a lot harder than you think it is :-(
Given your question "Is it possible to programmatically ‘clean’ emails?", I'd answer "No, not reliably".
The danger you face isn't really a technological one, but a sociological one.
It's easy enough to spot, and filter out, some aspects of the messages - like images. Filtering out signatures and disclaimers is, likewise, possible to achieve (though more of a challenge).
The real problem is the cost of getting it wrong.
What happens if your filter happens to remove a critical piece of the message? Can you trace it back to find the missing piece, or is your filtering desctructive? Worse, would you even notice that the piece was missing?
There's a classic comedy sketch I saw years ago that illustrates the point. Two guys working together on a car. One is underneath doing the work, the other sitting nearby reading instructions from a service manual - it's clear that neither guy knows what he's doing, but they're doing their best.
Manual guy, reading aloud: "Undo the bold in the centre of the oil pan ..." [turns page]
Tool guy: "Ok, it's out."
Manual guy: "... under no circumstances."
If you creating your own application i'd look into Regex, to find text and replace it. To make the application a little nice, i'd create a class Called Email and in that class i have a property called RAW and a property called Stripped.
Just some hints, you'll gather the rest when you look into regex!
SigParser has an assembly you can use in .NET. It gives you the body back in both HTML and text forms with the rest of the stuff stripped out. If you give it an HTML email it will convert the email to text if you need that.
var parser = new SigParser.EmailParsing.EmailParser();
var result = await parser.GetCleanedBodyAsync(new SigParser.EmailParsing.Models.CleanedBodyInput {
FromEmailAddress = "john.smith#example.com",
FromName = "John Smith",
TextBody = #"Hi Mark,
This is my message.
Thanks
John Smith
888-333-4434"
});
// This would print "Hi Mark,\r\nThis is my message."
Console.WriteLine(result.CleanedBodyPlain);