# git ssh signing changed broke tag merge message contents

8 messages from 2022-01-10 to 2022-01-11. Participants: Linus Torvalds, Taylor Blau, Junio C Hamano, Fabian Stelzer.
Thread: https://gitlist.dev/t/57217

## Linus Torvalds, 2022-01-10 16:42

Subject: git ssh signing changed broke tag merge message contents
Message-ID: <CAHk-=whXPxWL7z3GiPkaDt+yygrRmagrYUnib7Lx=Vvrqx2ufg@mail.gmail.com>
URL: https://gitlist.dev/e/CAHk-%3DwhXPxWL7z3GiPkaDt%2ByygrRmagrYUnib7Lx%3DVvrqx2ufg%40mail.gmail.com

```
So I made the mistake of updating my git tree as I started doing my
merge window for 5.17, and suddenly all the messages from signed tags
disappeared from the merge commits.

I bisected it to commit 02769437e1 ("ssh signing: use sigc struct to
pass payload"), but haven't done any other analysis.

I assume it's the change to fmt-merge-msg.c, but have no time to actually check.

Easy enough to test:

   echo "Dummy file" > dummy
   git commit -m "Dummy commit" dummy
   git tag -s -m "Dummy tag" dummy-tag
   git reset --hard HEAD^
   git merge --no-ff dummy-tag

With the above, you are *supposed* to get a merge message in your
editor something like

    Merge tag 'dummy-tag'

    Dummy tag

    * tag 'dummy-tag':
      Dummy commit

(ok, that last part you only get with merge.summary=true, of course)

But with the broken commit, that "Dummy tag" message from the tag
contents does not exist.

Holler if there are questions, but I'm hoping the above explanation is
clear enough since I'm about to be very busy..

                Linus

```

## Taylor Blau, 2022-01-10 17:19

Subject: Re: git ssh signing changed broke tag merge message contents
Message-ID: <YdxqshqXB/+ApOn2@nand.local>
URL: https://gitlist.dev/e/YdxqshqXB%2F%2BApOn2%40nand.local
In-Reply-To: <CAHk-=whXPxWL7z3GiPkaDt+yygrRmagrYUnib7Lx=Vvrqx2ufg@mail.gmail.com>

```
On Mon, Jan 10, 2022 at 08:42:07AM -0800, Linus Torvalds wrote:
> So I made the mistake of updating my git tree as I started doing my
> merge window for 5.17, and suddenly all the messages from signed tags
> disappeared from the merge commits.
>
> I bisected it to commit 02769437e1 ("ssh signing: use sigc struct to
> pass payload"), but haven't done any other analysis.

Thanks for the reproduction and bisection.

> I assume it's the change to fmt-merge-msg.c, but have no time to actually check.

Yes, 02769437e1 appears to introduces an inadvertent use-after-free.
I'll write up the details and post the patch shortly, but an easy fix
is:

--- 8< ---

diff --git a/fmt-merge-msg.c b/fmt-merge-msg.c
index e5c0aff2bf..baca57d5b6 100644
--- a/fmt-merge-msg.c
+++ b/fmt-merge-msg.c
@@ -541,7 +541,6 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
 			else
 				strbuf_addstr(&sig, sigc.output);
 		}
-		signature_check_clear(&sigc);

 		if (!tag_number++) {
 			fmt_tag_signature(&tagbuf, &sig, buf, len);
@@ -565,6 +564,7 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
 		}
 		strbuf_release(&payload);
 		strbuf_release(&sig);
+		signature_check_clear(&sigc);
 	next:
 		free(origbuf);
 	}

--- >8 ---

Our coverage in t6200 (which should have ordinarily caught such a bug)
is lacking and does not search for the tag message in fmt-merge-msg's
output.

Thanks,
Taylor

```

## Linus Torvalds, 2022-01-10 17:22

Subject: Re: git ssh signing changed broke tag merge message contents
Message-ID: <CAHk-=wg8yGxwtv-Ggqbh7qqWGHbjiDCVARXdhOzxjCpMg=e0Rg@mail.gmail.com>
URL: https://gitlist.dev/e/CAHk-%3Dwg8yGxwtv-Ggqbh7qqWGHbjiDCVARXdhOzxjCpMg%3De0Rg%40mail.gmail.com
In-Reply-To: <YdxqshqXB/+ApOn2@nand.local>

```
On Mon, Jan 10, 2022 at 9:19 AM Taylor Blau <me@ttaylorr.com> wrote:
>
> Yes, 02769437e1 appears to introduces an inadvertent use-after-free.
> I'll write up the details and post the patch shortly, but an easy fix
> is:

Ack, that seems to fix it here for me from a _very_ cursory test.

Thanks,
               Linus

```

## Junio C Hamano, 2022-01-10 17:31

Subject: Re: git ssh signing changed broke tag merge message contents
Message-ID: <xmqqsftv1oqq.fsf@gitster.g>
URL: https://gitlist.dev/e/xmqqsftv1oqq.fsf%40gitster.g
In-Reply-To: <YdxqshqXB/+ApOn2@nand.local>

```
Taylor Blau <me@ttaylorr.com> writes:

> I'll write up the details and post the patch shortly, but an easy fix
> is:

Ah, I am glad that you beat me ;-)

> --- 8< ---
>
> diff --git a/fmt-merge-msg.c b/fmt-merge-msg.c
> index e5c0aff2bf..baca57d5b6 100644
> --- a/fmt-merge-msg.c
> +++ b/fmt-merge-msg.c
> @@ -541,7 +541,6 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
>  			else
>  				strbuf_addstr(&sig, sigc.output);
>  		}
> -		signature_check_clear(&sigc);
>
>  		if (!tag_number++) {
>  			fmt_tag_signature(&tagbuf, &sig, buf, len);
> @@ -565,6 +564,7 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
>  		}
>  		strbuf_release(&payload);
>  		strbuf_release(&sig);
> +		signature_check_clear(&sigc);
>  	next:
>  		free(origbuf);
>  	}
>
> --- >8 ---
>
> Our coverage in t6200 (which should have ordinarily caught such a bug)
> is lacking and does not search for the tag message in fmt-merge-msg's
> output.

True.

Thanks, both.

```

## Taylor Blau, 2022-01-10 21:19

Subject: [PATCH] fmt-merge-msg: prevent use-after-free with signed tags
Message-ID: <6e08b73d602853b3de71257117e85e32b96b5c19.1641849502.git.me@ttaylorr.com>
URL: https://gitlist.dev/e/6e08b73d602853b3de71257117e85e32b96b5c19.1641849502.git.me%40ttaylorr.com
In-Reply-To: <YdxqshqXB/+ApOn2@nand.local>

```
When merging a signed tag, fmt_merge_msg_sigs() is responsible for
populating the body of the merge message with the names of the signed
tags, their signatures, and the validity of those signatures.

In 02769437e1 (ssh signing: use sigc struct to pass payload,
2021-12-09), check_signature() was taught to pass the object payload via
the sigc struct instead of passing the payload buffer separately.

In effect, 02769437e1 causes buf, and sigc.payload to point at the same
region in memory. This causes a problem for fmt_tag_signature(), which
wants to read from this location, since it is freed beforehand by
signature_check_clear() (which frees it via sigc's `payload` member).

That makes the subsequent use in fmt_tag_signature() a use-after-free.

As a result, merge messages did not contain the body of any signed tags.
Luckily, they tend not to contain garbage, either, since the result of
strstr()-ing the object buffer in fmt_tag_signature() is guarded:

    const char *tag_body = strstr(buf, "\n\n");
    if (tag_body) {
      tag_body += 2;
      strbuf_add(tagbuf, tag_body, buf + len - tag_body);
    }

Unfortunately, the tests in t6200 did not catch this at the time because
they do not search for the body of signed tags in fmt-merge-msg's
output.

Resolve this by waiting to call signature_check_clear() until after its
contents can be safely discarded. Harden ourselves against any future
regressions in this area by making sure we can find signed tag messages
in the output of fmt-merge-msg, too.

Reported-by: Linus Torvalds <torvalds@linux-foundation.org>
Signed-off-by: Taylor Blau <me@ttaylorr.com>
---
 fmt-merge-msg.c          | 2 +-
 t/t6200-fmt-merge-msg.sh | 8 ++++++++
 2 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/fmt-merge-msg.c b/fmt-merge-msg.c
index e5c0aff2bf..baca57d5b6 100644
--- a/fmt-merge-msg.c
+++ b/fmt-merge-msg.c
@@ -541,7 +541,6 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
 			else
 				strbuf_addstr(&sig, sigc.output);
 		}
-		signature_check_clear(&sigc);

 		if (!tag_number++) {
 			fmt_tag_signature(&tagbuf, &sig, buf, len);
@@ -565,6 +564,7 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
 		}
 		strbuf_release(&payload);
 		strbuf_release(&sig);
+		signature_check_clear(&sigc);
 	next:
 		free(origbuf);
 	}
diff --git a/t/t6200-fmt-merge-msg.sh b/t/t6200-fmt-merge-msg.sh
index 7544245f90..5a221f8ef1 100755
--- a/t/t6200-fmt-merge-msg.sh
+++ b/t/t6200-fmt-merge-msg.sh
@@ -126,6 +126,7 @@ test_expect_success GPG 'message for merging local tag signed by good key' '
 	git fetch . signed-good-tag &&
 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}signed-good-tag${apos}" actual &&
+	grep "^signed-tag-msg" actual &&
 	grep "^# gpg: Signature made" actual &&
 	grep "^# gpg: Good signature from" actual
 '
@@ -135,6 +136,7 @@ test_expect_success GPG 'message for merging local tag signed by unknown key' '
 	git fetch . signed-good-tag &&
 	GNUPGHOME=. git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}signed-good-tag${apos}" actual &&
+	grep "^signed-tag-msg" actual &&
 	grep "^# gpg: Signature made" actual &&
 	grep -E "^# gpg: Can${apos}t check signature: (public key not found|No public key)" actual
 '
@@ -145,6 +147,7 @@ test_expect_success GPGSSH 'message for merging local tag signed by good ssh key
 	git fetch . signed-good-ssh-tag &&
 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}signed-good-ssh-tag${apos}" actual &&
+	grep "^signed-ssh-tag-msg" actual &&
 	grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual &&
 	! grep "${GPGSSH_BAD_SIGNATURE}" actual
 '
@@ -155,6 +158,7 @@ test_expect_success GPGSSH 'message for merging local tag signed by unknown ssh
 	git fetch . signed-untrusted-ssh-tag &&
 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}signed-untrusted-ssh-tag${apos}" actual &&
+	grep "^signed-ssh-tag-msg-untrusted" actual &&
 	grep "${GPGSSH_GOOD_SIGNATURE_UNTRUSTED}" actual &&
 	! grep "${GPGSSH_BAD_SIGNATURE}" actual &&
 	grep "${GPGSSH_KEY_NOT_TRUSTED}" actual
@@ -166,6 +170,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
 	git fetch . expired-signed &&
 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}expired-signed${apos}" actual &&
+	grep "^expired-signed" actual &&
 	! grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual
 '

@@ -175,6 +180,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
 	git fetch . notyetvalid-signed &&
 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}notyetvalid-signed${apos}" actual &&
+	grep "^notyetvalid-signed" actual &&
 	! grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual
 '

@@ -184,6 +190,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
 	git fetch . timeboxedvalid-signed &&
 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}timeboxedvalid-signed${apos}" actual &&
+	grep "^timeboxedvalid-signed" actual &&
 	grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual &&
 	! grep "${GPGSSH_BAD_SIGNATURE}" actual
 '
@@ -194,6 +201,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
 	git fetch . timeboxedinvalid-signed &&
 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
 	grep "^Merge tag ${apos}timeboxedinvalid-signed${apos}" actual &&
+	grep "^timeboxedinvalid-signed" actual &&
 	! grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual
 '

--
2.34.1.455.gd6eb6fd089

```

## Junio C Hamano, 2022-01-10 21:38

Subject: Re: [PATCH] fmt-merge-msg: prevent use-after-free with signed tags
Message-ID: <xmqqsftvxodf.fsf@gitster.g>
URL: https://gitlist.dev/e/xmqqsftvxodf.fsf%40gitster.g
In-Reply-To: <6e08b73d602853b3de71257117e85e32b96b5c19.1641849502.git.me@ttaylorr.com>

```
Taylor Blau <me@ttaylorr.com> writes:

> When merging a signed tag, fmt_merge_msg_sigs() is responsible for
> populating the body of the merge message with the names of the signed
> tags, their signatures, and the validity of those signatures.
>
> In 02769437e1 (ssh signing: use sigc struct to pass payload,
> 2021-12-09), check_signature() was taught to pass the object payload via
> the sigc struct instead of passing the payload buffer separately.
>
> In effect, 02769437e1 causes buf, and sigc.payload to point at the same
> region in memory. This causes a problem for fmt_tag_signature(), which
> wants to read from this location, since it is freed beforehand by
> signature_check_clear() (which frees it via sigc's `payload` member).
>
> That makes the subsequent use in fmt_tag_signature() a use-after-free.

Very clearly described.

> As a result, merge messages did not contain the body of any signed tags.
> Luckily, they tend not to contain garbage, either, since the result of
> strstr()-ing the object buffer in fmt_tag_signature() is guarded:
>
>     const char *tag_body = strstr(buf, "\n\n");
>     if (tag_body) {
>       tag_body += 2;
>       strbuf_add(tagbuf, tag_body, buf + len - tag_body);
>     }
>
> Unfortunately, the tests in t6200 did not catch this at the time because
> they do not search for the body of signed tags in fmt-merge-msg's
> output.
>
> Resolve this by waiting to call signature_check_clear() until after its
> contents can be safely discarded. Harden ourselves against any future
> regressions in this area by making sure we can find signed tag messages
> in the output of fmt-merge-msg, too.
>
> Reported-by: Linus Torvalds <torvalds@linux-foundation.org>
> Signed-off-by: Taylor Blau <me@ttaylorr.com>
> ---

Will fast-track.  Thanks.

```

## Fabian Stelzer, 2022-01-11 08:41

Subject: Re: [PATCH] fmt-merge-msg: prevent use-after-free with signed tags
Message-ID: <20220111084115.esuyxeopdpaq7g7y@fs>
URL: https://gitlist.dev/e/20220111084115.esuyxeopdpaq7g7y%40fs
In-Reply-To: <6e08b73d602853b3de71257117e85e32b96b5c19.1641849502.git.me@ttaylorr.com>

```
On 10.01.2022 16:19, Taylor Blau wrote:
>When merging a signed tag, fmt_merge_msg_sigs() is responsible for
>populating the body of the merge message with the names of the signed
>tags, their signatures, and the validity of those signatures.
>
>In 02769437e1 (ssh signing: use sigc struct to pass payload,
>2021-12-09), check_signature() was taught to pass the object payload via
>the sigc struct instead of passing the payload buffer separately.
>
>In effect, 02769437e1 causes buf, and sigc.payload to point at the same
>region in memory. This causes a problem for fmt_tag_signature(), which
>wants to read from this location, since it is freed beforehand by
>signature_check_clear() (which frees it via sigc's `payload` member).
>
>That makes the subsequent use in fmt_tag_signature() a use-after-free.
>
>As a result, merge messages did not contain the body of any signed tags.
>Luckily, they tend not to contain garbage, either, since the result of
>strstr()-ing the object buffer in fmt_tag_signature() is guarded:
>
>    const char *tag_body = strstr(buf, "\n\n");
>    if (tag_body) {
>      tag_body += 2;
>      strbuf_add(tagbuf, tag_body, buf + len - tag_body);
>    }
>
>Unfortunately, the tests in t6200 did not catch this at the time because
>they do not search for the body of signed tags in fmt-merge-msg's
>output.
>
>Resolve this by waiting to call signature_check_clear() until after its
>contents can be safely discarded. Harden ourselves against any future
>regressions in this area by making sure we can find signed tag messages
>in the output of fmt-merge-msg, too.

Sorry for breaking any workflows :/
Thanks Taylor for the quick fix and the additional test conditions.

fmt_merge_msg_sigs() could probably use some additional refactoring to avoid 
these multiple pointers to the same (detached) buffer. But thats for another 
time.

Thanks

>
>Reported-by: Linus Torvalds <torvalds@linux-foundation.org>
>Signed-off-by: Taylor Blau <me@ttaylorr.com>
>---
> fmt-merge-msg.c          | 2 +-
> t/t6200-fmt-merge-msg.sh | 8 ++++++++
> 2 files changed, 9 insertions(+), 1 deletion(-)
>
>diff --git a/fmt-merge-msg.c b/fmt-merge-msg.c
>index e5c0aff2bf..baca57d5b6 100644
>--- a/fmt-merge-msg.c
>+++ b/fmt-merge-msg.c
>@@ -541,7 +541,6 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
> 			else
> 				strbuf_addstr(&sig, sigc.output);
> 		}
>-		signature_check_clear(&sigc);
>
> 		if (!tag_number++) {
> 			fmt_tag_signature(&tagbuf, &sig, buf, len);
>@@ -565,6 +564,7 @@ static void fmt_merge_msg_sigs(struct strbuf *out)
> 		}
> 		strbuf_release(&payload);
> 		strbuf_release(&sig);
>+		signature_check_clear(&sigc);
> 	next:
> 		free(origbuf);
> 	}
>diff --git a/t/t6200-fmt-merge-msg.sh b/t/t6200-fmt-merge-msg.sh
>index 7544245f90..5a221f8ef1 100755
>--- a/t/t6200-fmt-merge-msg.sh
>+++ b/t/t6200-fmt-merge-msg.sh
>@@ -126,6 +126,7 @@ test_expect_success GPG 'message for merging local tag signed by good key' '
> 	git fetch . signed-good-tag &&
> 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}signed-good-tag${apos}" actual &&
>+	grep "^signed-tag-msg" actual &&
> 	grep "^# gpg: Signature made" actual &&
> 	grep "^# gpg: Good signature from" actual
> '
>@@ -135,6 +136,7 @@ test_expect_success GPG 'message for merging local tag signed by unknown key' '
> 	git fetch . signed-good-tag &&
> 	GNUPGHOME=. git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}signed-good-tag${apos}" actual &&
>+	grep "^signed-tag-msg" actual &&
> 	grep "^# gpg: Signature made" actual &&
> 	grep -E "^# gpg: Can${apos}t check signature: (public key not found|No public key)" actual
> '
>@@ -145,6 +147,7 @@ test_expect_success GPGSSH 'message for merging local tag signed by good ssh key
> 	git fetch . signed-good-ssh-tag &&
> 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}signed-good-ssh-tag${apos}" actual &&
>+	grep "^signed-ssh-tag-msg" actual &&
> 	grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual &&
> 	! grep "${GPGSSH_BAD_SIGNATURE}" actual
> '
>@@ -155,6 +158,7 @@ test_expect_success GPGSSH 'message for merging local tag signed by unknown ssh
> 	git fetch . signed-untrusted-ssh-tag &&
> 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}signed-untrusted-ssh-tag${apos}" actual &&
>+	grep "^signed-ssh-tag-msg-untrusted" actual &&
> 	grep "${GPGSSH_GOOD_SIGNATURE_UNTRUSTED}" actual &&
> 	! grep "${GPGSSH_BAD_SIGNATURE}" actual &&
> 	grep "${GPGSSH_KEY_NOT_TRUSTED}" actual
>@@ -166,6 +170,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
> 	git fetch . expired-signed &&
> 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}expired-signed${apos}" actual &&
>+	grep "^expired-signed" actual &&
> 	! grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual
> '
>
>@@ -175,6 +180,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
> 	git fetch . notyetvalid-signed &&
> 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}notyetvalid-signed${apos}" actual &&
>+	grep "^notyetvalid-signed" actual &&
> 	! grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual
> '
>
>@@ -184,6 +190,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
> 	git fetch . timeboxedvalid-signed &&
> 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}timeboxedvalid-signed${apos}" actual &&
>+	grep "^timeboxedvalid-signed" actual &&
> 	grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual &&
> 	! grep "${GPGSSH_BAD_SIGNATURE}" actual
> '
>@@ -194,6 +201,7 @@ test_expect_success GPGSSH,GPGSSH_VERIFYTIME 'message for merging local tag sign
> 	git fetch . timeboxedinvalid-signed &&
> 	git fmt-merge-msg <.git/FETCH_HEAD >actual &&
> 	grep "^Merge tag ${apos}timeboxedinvalid-signed${apos}" actual &&
>+	grep "^timeboxedinvalid-signed" actual &&
> 	! grep "${GPGSSH_GOOD_SIGNATURE_TRUSTED}" actual
> '
>
>--
>2.34.1.455.gd6eb6fd089

```

## Taylor Blau, 2022-01-11 15:42

Subject: Re: [PATCH] fmt-merge-msg: prevent use-after-free with signed tags
Message-ID: <Yd2lU/ecNx1uIt7Q@nand.local>
URL: https://gitlist.dev/e/Yd2lU%2FecNx1uIt7Q%40nand.local
In-Reply-To: <20220111084115.esuyxeopdpaq7g7y@fs>

```
On Tue, Jan 11, 2022 at 09:41:15AM +0100, Fabian Stelzer wrote:
> fmt_merge_msg_sigs() could probably use some additional refactoring to avoid
> these multiple pointers to the same (detached) buffer. But thats for another
> time.

I thought similarly when trying to looking at the original bisection.
But now that we're in the release candidate phase, I figure that any
less-than-minimal fix was liable to cause more harm than good.

It is worth looking at in the future, though.

Thanks,
Taylor

```
