SourceBuffer.remove(start, end) removes whole buffered TimeRange (How to handle realtime stream with MSE?)












1















I have a SourceBuffer with a single entry in .buffered. I have a realtime stream of raw h.264 data arriving which I encode into mp4 and push into the SourceBuffer with .appendBuffer(data). Since this is a realtime stream of data I need to keep clearing the buffer however this is where I encounter my problem. (Ie. I encounter a QuotaExceededError)



For examples sake my single entry in SourceBuffer.buffered has a timerange of 0-10 seconds. My attempt to tidy the buffer is to call SourceBuffer.remove(0, 8). My expectation is that my buffer would be cleared and I'd be left with a timerange of 8-10. However the entire timerange (my only range) is removed and from this point all further appendBuffer calls seem to do nothing.



Three questions relevant to this issue:




  1. How do I a) stop .remove from having this behaviour or b) force new time-ranges in my buffer so that only "old" ranges are removed.

  2. Why do the later appendBuffer calls do nothing? I would expect them to re-populate the SourceBuffer.

  3. Is there a better "MSE" way to handle a realtime stream where I never care about going back in time? Ie. All rendered data can be thrown away.


In case there's some weird Browser/Platform issue going on I'm using Chrome on Ubuntu.



Also, I am basing my code off of https://github.com/xevokk/h264-converter.










share|improve this question

























  • "Since this is a realtime stream of data I need to keep clearing the buffer" It's been some years since I've messed with this, but I don't remember ever having to clear past buffer with realtime streams. I just kept appending more, and let the browser evict old data. I could be wrong about this though. Did you have an issue where memory was continuously being consumed?

    – Brad
    Nov 18 '18 at 3:18











  • Yes, in chrome i get a QuotaExceededError at around 150mb. Details here: developers.google.com/web/updates/2017/10/quotaexceedederror

    – Chris Pearce
    Nov 18 '18 at 15:55


















1















I have a SourceBuffer with a single entry in .buffered. I have a realtime stream of raw h.264 data arriving which I encode into mp4 and push into the SourceBuffer with .appendBuffer(data). Since this is a realtime stream of data I need to keep clearing the buffer however this is where I encounter my problem. (Ie. I encounter a QuotaExceededError)



For examples sake my single entry in SourceBuffer.buffered has a timerange of 0-10 seconds. My attempt to tidy the buffer is to call SourceBuffer.remove(0, 8). My expectation is that my buffer would be cleared and I'd be left with a timerange of 8-10. However the entire timerange (my only range) is removed and from this point all further appendBuffer calls seem to do nothing.



Three questions relevant to this issue:




  1. How do I a) stop .remove from having this behaviour or b) force new time-ranges in my buffer so that only "old" ranges are removed.

  2. Why do the later appendBuffer calls do nothing? I would expect them to re-populate the SourceBuffer.

  3. Is there a better "MSE" way to handle a realtime stream where I never care about going back in time? Ie. All rendered data can be thrown away.


In case there's some weird Browser/Platform issue going on I'm using Chrome on Ubuntu.



Also, I am basing my code off of https://github.com/xevokk/h264-converter.










share|improve this question

























  • "Since this is a realtime stream of data I need to keep clearing the buffer" It's been some years since I've messed with this, but I don't remember ever having to clear past buffer with realtime streams. I just kept appending more, and let the browser evict old data. I could be wrong about this though. Did you have an issue where memory was continuously being consumed?

    – Brad
    Nov 18 '18 at 3:18











  • Yes, in chrome i get a QuotaExceededError at around 150mb. Details here: developers.google.com/web/updates/2017/10/quotaexceedederror

    – Chris Pearce
    Nov 18 '18 at 15:55
















1












1








1


2






I have a SourceBuffer with a single entry in .buffered. I have a realtime stream of raw h.264 data arriving which I encode into mp4 and push into the SourceBuffer with .appendBuffer(data). Since this is a realtime stream of data I need to keep clearing the buffer however this is where I encounter my problem. (Ie. I encounter a QuotaExceededError)



For examples sake my single entry in SourceBuffer.buffered has a timerange of 0-10 seconds. My attempt to tidy the buffer is to call SourceBuffer.remove(0, 8). My expectation is that my buffer would be cleared and I'd be left with a timerange of 8-10. However the entire timerange (my only range) is removed and from this point all further appendBuffer calls seem to do nothing.



Three questions relevant to this issue:




  1. How do I a) stop .remove from having this behaviour or b) force new time-ranges in my buffer so that only "old" ranges are removed.

  2. Why do the later appendBuffer calls do nothing? I would expect them to re-populate the SourceBuffer.

  3. Is there a better "MSE" way to handle a realtime stream where I never care about going back in time? Ie. All rendered data can be thrown away.


In case there's some weird Browser/Platform issue going on I'm using Chrome on Ubuntu.



Also, I am basing my code off of https://github.com/xevokk/h264-converter.










share|improve this question
















I have a SourceBuffer with a single entry in .buffered. I have a realtime stream of raw h.264 data arriving which I encode into mp4 and push into the SourceBuffer with .appendBuffer(data). Since this is a realtime stream of data I need to keep clearing the buffer however this is where I encounter my problem. (Ie. I encounter a QuotaExceededError)



For examples sake my single entry in SourceBuffer.buffered has a timerange of 0-10 seconds. My attempt to tidy the buffer is to call SourceBuffer.remove(0, 8). My expectation is that my buffer would be cleared and I'd be left with a timerange of 8-10. However the entire timerange (my only range) is removed and from this point all further appendBuffer calls seem to do nothing.



Three questions relevant to this issue:




  1. How do I a) stop .remove from having this behaviour or b) force new time-ranges in my buffer so that only "old" ranges are removed.

  2. Why do the later appendBuffer calls do nothing? I would expect them to re-populate the SourceBuffer.

  3. Is there a better "MSE" way to handle a realtime stream where I never care about going back in time? Ie. All rendered data can be thrown away.


In case there's some weird Browser/Platform issue going on I'm using Chrome on Ubuntu.



Also, I am basing my code off of https://github.com/xevokk/h264-converter.







javascript video-streaming html5-video media-source






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Nov 18 '18 at 16:17







Chris Pearce

















asked Nov 14 '18 at 22:47









Chris PearceChris Pearce

4761717




4761717













  • "Since this is a realtime stream of data I need to keep clearing the buffer" It's been some years since I've messed with this, but I don't remember ever having to clear past buffer with realtime streams. I just kept appending more, and let the browser evict old data. I could be wrong about this though. Did you have an issue where memory was continuously being consumed?

    – Brad
    Nov 18 '18 at 3:18











  • Yes, in chrome i get a QuotaExceededError at around 150mb. Details here: developers.google.com/web/updates/2017/10/quotaexceedederror

    – Chris Pearce
    Nov 18 '18 at 15:55





















  • "Since this is a realtime stream of data I need to keep clearing the buffer" It's been some years since I've messed with this, but I don't remember ever having to clear past buffer with realtime streams. I just kept appending more, and let the browser evict old data. I could be wrong about this though. Did you have an issue where memory was continuously being consumed?

    – Brad
    Nov 18 '18 at 3:18











  • Yes, in chrome i get a QuotaExceededError at around 150mb. Details here: developers.google.com/web/updates/2017/10/quotaexceedederror

    – Chris Pearce
    Nov 18 '18 at 15:55



















"Since this is a realtime stream of data I need to keep clearing the buffer" It's been some years since I've messed with this, but I don't remember ever having to clear past buffer with realtime streams. I just kept appending more, and let the browser evict old data. I could be wrong about this though. Did you have an issue where memory was continuously being consumed?

– Brad
Nov 18 '18 at 3:18





"Since this is a realtime stream of data I need to keep clearing the buffer" It's been some years since I've messed with this, but I don't remember ever having to clear past buffer with realtime streams. I just kept appending more, and let the browser evict old data. I could be wrong about this though. Did you have an issue where memory was continuously being consumed?

– Brad
Nov 18 '18 at 3:18













Yes, in chrome i get a QuotaExceededError at around 150mb. Details here: developers.google.com/web/updates/2017/10/quotaexceedederror

– Chris Pearce
Nov 18 '18 at 15:55







Yes, in chrome i get a QuotaExceededError at around 150mb. Details here: developers.google.com/web/updates/2017/10/quotaexceedederror

– Chris Pearce
Nov 18 '18 at 15:55














1 Answer
1






active

oldest

votes


















0














It's all in the MSE spec.



http://w3c.github.io/media-source/#sourcebuffer-coded-frame-removal



Step 3.3: Remove all media data, from this track buffer, that contain starting timestamps greater than or equal to start and less than the remove end timestamp.



So the user agent will remove all the data you've requested, from 0 to 8s



Then
Step 3.4: Remove all possible decoding dependencies on the coded frames removed in the previous step by removing all coded frames from this track buffer between those frames removed in the previous step and the next random access point after those removed frames.



The user agent will remove all frames that depend on the ones you've just removed. Due to the way h264 works (and all modern video codec) that is all frames following the last keyframe until the next keyframe, as none of those frames can now be decoded.



There is no keyframe in range 8 to 10s, so they are all removed




Why do the later appendBuffer calls do nothing? I would expect them to
re-populate the SourceBuffer.




You have removed data, as per spec, the next frame you add must be a keyframe. If the segment you add contains no keyframe, nothing will be added.



If the data you add is made of a single keyframe at the start followed by just P-frame, then you can't remove any frames in the middle without rendering unusable all the ones that follow






share|improve this answer


























  • Ah, this makes a lot of sense. Would a reasonable solution be to have more keyframes (I'm presuming in the data I'm currently simply has the one keyframe at the beginning created)?

    – Chris Pearce
    Nov 18 '18 at 20:08











  • MSE requires regular keyframes, otherwise you would never be able to delete any frames ever, including once your source buffer is full and you want to evict data. There is a ongoing discussion on how we could make such content usable by MSE: that would require disabling seeking in particular.

    – jyavenard
    Nov 18 '18 at 20:10













  • I've just tested the default behaviour (no manual buffer removal - just keep appending) in Firefox and it works fine. The buffer appears to get automatically rotated to avoid the QuotaExceededError? This seems to have be an expected behavior of Chrome as well but has before been a problem with high bandwidth (we're doing about 6MB/s). This bug looks very familiar but was supposedly addressed in 2016. bugs.chromium.org/p/chromium/issues/detail?id=563292

    – Chris Pearce
    Nov 18 '18 at 20:15













  • If your content is made of a single keyframe at the start and none after, you will his QuotaExceededError. It's just a matter of time. The sourcebuffer maximum size is 100MiB in Firefox and 150MiB in Chrome

    – jyavenard
    Nov 19 '18 at 14:01











Your Answer






StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");

StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);

StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});

function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});


}
});














draft saved

draft discarded


















StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53309874%2fsourcebuffer-removestart-end-removes-whole-buffered-timerange-how-to-handle%23new-answer', 'question_page');
}
);

Post as a guest















Required, but never shown

























1 Answer
1






active

oldest

votes








1 Answer
1






active

oldest

votes









active

oldest

votes






active

oldest

votes









0














It's all in the MSE spec.



http://w3c.github.io/media-source/#sourcebuffer-coded-frame-removal



Step 3.3: Remove all media data, from this track buffer, that contain starting timestamps greater than or equal to start and less than the remove end timestamp.



So the user agent will remove all the data you've requested, from 0 to 8s



Then
Step 3.4: Remove all possible decoding dependencies on the coded frames removed in the previous step by removing all coded frames from this track buffer between those frames removed in the previous step and the next random access point after those removed frames.



The user agent will remove all frames that depend on the ones you've just removed. Due to the way h264 works (and all modern video codec) that is all frames following the last keyframe until the next keyframe, as none of those frames can now be decoded.



There is no keyframe in range 8 to 10s, so they are all removed




Why do the later appendBuffer calls do nothing? I would expect them to
re-populate the SourceBuffer.




You have removed data, as per spec, the next frame you add must be a keyframe. If the segment you add contains no keyframe, nothing will be added.



If the data you add is made of a single keyframe at the start followed by just P-frame, then you can't remove any frames in the middle without rendering unusable all the ones that follow






share|improve this answer


























  • Ah, this makes a lot of sense. Would a reasonable solution be to have more keyframes (I'm presuming in the data I'm currently simply has the one keyframe at the beginning created)?

    – Chris Pearce
    Nov 18 '18 at 20:08











  • MSE requires regular keyframes, otherwise you would never be able to delete any frames ever, including once your source buffer is full and you want to evict data. There is a ongoing discussion on how we could make such content usable by MSE: that would require disabling seeking in particular.

    – jyavenard
    Nov 18 '18 at 20:10













  • I've just tested the default behaviour (no manual buffer removal - just keep appending) in Firefox and it works fine. The buffer appears to get automatically rotated to avoid the QuotaExceededError? This seems to have be an expected behavior of Chrome as well but has before been a problem with high bandwidth (we're doing about 6MB/s). This bug looks very familiar but was supposedly addressed in 2016. bugs.chromium.org/p/chromium/issues/detail?id=563292

    – Chris Pearce
    Nov 18 '18 at 20:15













  • If your content is made of a single keyframe at the start and none after, you will his QuotaExceededError. It's just a matter of time. The sourcebuffer maximum size is 100MiB in Firefox and 150MiB in Chrome

    – jyavenard
    Nov 19 '18 at 14:01
















0














It's all in the MSE spec.



http://w3c.github.io/media-source/#sourcebuffer-coded-frame-removal



Step 3.3: Remove all media data, from this track buffer, that contain starting timestamps greater than or equal to start and less than the remove end timestamp.



So the user agent will remove all the data you've requested, from 0 to 8s



Then
Step 3.4: Remove all possible decoding dependencies on the coded frames removed in the previous step by removing all coded frames from this track buffer between those frames removed in the previous step and the next random access point after those removed frames.



The user agent will remove all frames that depend on the ones you've just removed. Due to the way h264 works (and all modern video codec) that is all frames following the last keyframe until the next keyframe, as none of those frames can now be decoded.



There is no keyframe in range 8 to 10s, so they are all removed




Why do the later appendBuffer calls do nothing? I would expect them to
re-populate the SourceBuffer.




You have removed data, as per spec, the next frame you add must be a keyframe. If the segment you add contains no keyframe, nothing will be added.



If the data you add is made of a single keyframe at the start followed by just P-frame, then you can't remove any frames in the middle without rendering unusable all the ones that follow






share|improve this answer


























  • Ah, this makes a lot of sense. Would a reasonable solution be to have more keyframes (I'm presuming in the data I'm currently simply has the one keyframe at the beginning created)?

    – Chris Pearce
    Nov 18 '18 at 20:08











  • MSE requires regular keyframes, otherwise you would never be able to delete any frames ever, including once your source buffer is full and you want to evict data. There is a ongoing discussion on how we could make such content usable by MSE: that would require disabling seeking in particular.

    – jyavenard
    Nov 18 '18 at 20:10













  • I've just tested the default behaviour (no manual buffer removal - just keep appending) in Firefox and it works fine. The buffer appears to get automatically rotated to avoid the QuotaExceededError? This seems to have be an expected behavior of Chrome as well but has before been a problem with high bandwidth (we're doing about 6MB/s). This bug looks very familiar but was supposedly addressed in 2016. bugs.chromium.org/p/chromium/issues/detail?id=563292

    – Chris Pearce
    Nov 18 '18 at 20:15













  • If your content is made of a single keyframe at the start and none after, you will his QuotaExceededError. It's just a matter of time. The sourcebuffer maximum size is 100MiB in Firefox and 150MiB in Chrome

    – jyavenard
    Nov 19 '18 at 14:01














0












0








0







It's all in the MSE spec.



http://w3c.github.io/media-source/#sourcebuffer-coded-frame-removal



Step 3.3: Remove all media data, from this track buffer, that contain starting timestamps greater than or equal to start and less than the remove end timestamp.



So the user agent will remove all the data you've requested, from 0 to 8s



Then
Step 3.4: Remove all possible decoding dependencies on the coded frames removed in the previous step by removing all coded frames from this track buffer between those frames removed in the previous step and the next random access point after those removed frames.



The user agent will remove all frames that depend on the ones you've just removed. Due to the way h264 works (and all modern video codec) that is all frames following the last keyframe until the next keyframe, as none of those frames can now be decoded.



There is no keyframe in range 8 to 10s, so they are all removed




Why do the later appendBuffer calls do nothing? I would expect them to
re-populate the SourceBuffer.




You have removed data, as per spec, the next frame you add must be a keyframe. If the segment you add contains no keyframe, nothing will be added.



If the data you add is made of a single keyframe at the start followed by just P-frame, then you can't remove any frames in the middle without rendering unusable all the ones that follow






share|improve this answer















It's all in the MSE spec.



http://w3c.github.io/media-source/#sourcebuffer-coded-frame-removal



Step 3.3: Remove all media data, from this track buffer, that contain starting timestamps greater than or equal to start and less than the remove end timestamp.



So the user agent will remove all the data you've requested, from 0 to 8s



Then
Step 3.4: Remove all possible decoding dependencies on the coded frames removed in the previous step by removing all coded frames from this track buffer between those frames removed in the previous step and the next random access point after those removed frames.



The user agent will remove all frames that depend on the ones you've just removed. Due to the way h264 works (and all modern video codec) that is all frames following the last keyframe until the next keyframe, as none of those frames can now be decoded.



There is no keyframe in range 8 to 10s, so they are all removed




Why do the later appendBuffer calls do nothing? I would expect them to
re-populate the SourceBuffer.




You have removed data, as per spec, the next frame you add must be a keyframe. If the segment you add contains no keyframe, nothing will be added.



If the data you add is made of a single keyframe at the start followed by just P-frame, then you can't remove any frames in the middle without rendering unusable all the ones that follow







share|improve this answer














share|improve this answer



share|improve this answer








edited Nov 18 '18 at 18:46

























answered Nov 18 '18 at 18:36









jyavenardjyavenard

1,5161732




1,5161732













  • Ah, this makes a lot of sense. Would a reasonable solution be to have more keyframes (I'm presuming in the data I'm currently simply has the one keyframe at the beginning created)?

    – Chris Pearce
    Nov 18 '18 at 20:08











  • MSE requires regular keyframes, otherwise you would never be able to delete any frames ever, including once your source buffer is full and you want to evict data. There is a ongoing discussion on how we could make such content usable by MSE: that would require disabling seeking in particular.

    – jyavenard
    Nov 18 '18 at 20:10













  • I've just tested the default behaviour (no manual buffer removal - just keep appending) in Firefox and it works fine. The buffer appears to get automatically rotated to avoid the QuotaExceededError? This seems to have be an expected behavior of Chrome as well but has before been a problem with high bandwidth (we're doing about 6MB/s). This bug looks very familiar but was supposedly addressed in 2016. bugs.chromium.org/p/chromium/issues/detail?id=563292

    – Chris Pearce
    Nov 18 '18 at 20:15













  • If your content is made of a single keyframe at the start and none after, you will his QuotaExceededError. It's just a matter of time. The sourcebuffer maximum size is 100MiB in Firefox and 150MiB in Chrome

    – jyavenard
    Nov 19 '18 at 14:01



















  • Ah, this makes a lot of sense. Would a reasonable solution be to have more keyframes (I'm presuming in the data I'm currently simply has the one keyframe at the beginning created)?

    – Chris Pearce
    Nov 18 '18 at 20:08











  • MSE requires regular keyframes, otherwise you would never be able to delete any frames ever, including once your source buffer is full and you want to evict data. There is a ongoing discussion on how we could make such content usable by MSE: that would require disabling seeking in particular.

    – jyavenard
    Nov 18 '18 at 20:10













  • I've just tested the default behaviour (no manual buffer removal - just keep appending) in Firefox and it works fine. The buffer appears to get automatically rotated to avoid the QuotaExceededError? This seems to have be an expected behavior of Chrome as well but has before been a problem with high bandwidth (we're doing about 6MB/s). This bug looks very familiar but was supposedly addressed in 2016. bugs.chromium.org/p/chromium/issues/detail?id=563292

    – Chris Pearce
    Nov 18 '18 at 20:15













  • If your content is made of a single keyframe at the start and none after, you will his QuotaExceededError. It's just a matter of time. The sourcebuffer maximum size is 100MiB in Firefox and 150MiB in Chrome

    – jyavenard
    Nov 19 '18 at 14:01

















Ah, this makes a lot of sense. Would a reasonable solution be to have more keyframes (I'm presuming in the data I'm currently simply has the one keyframe at the beginning created)?

– Chris Pearce
Nov 18 '18 at 20:08





Ah, this makes a lot of sense. Would a reasonable solution be to have more keyframes (I'm presuming in the data I'm currently simply has the one keyframe at the beginning created)?

– Chris Pearce
Nov 18 '18 at 20:08













MSE requires regular keyframes, otherwise you would never be able to delete any frames ever, including once your source buffer is full and you want to evict data. There is a ongoing discussion on how we could make such content usable by MSE: that would require disabling seeking in particular.

– jyavenard
Nov 18 '18 at 20:10







MSE requires regular keyframes, otherwise you would never be able to delete any frames ever, including once your source buffer is full and you want to evict data. There is a ongoing discussion on how we could make such content usable by MSE: that would require disabling seeking in particular.

– jyavenard
Nov 18 '18 at 20:10















I've just tested the default behaviour (no manual buffer removal - just keep appending) in Firefox and it works fine. The buffer appears to get automatically rotated to avoid the QuotaExceededError? This seems to have be an expected behavior of Chrome as well but has before been a problem with high bandwidth (we're doing about 6MB/s). This bug looks very familiar but was supposedly addressed in 2016. bugs.chromium.org/p/chromium/issues/detail?id=563292

– Chris Pearce
Nov 18 '18 at 20:15







I've just tested the default behaviour (no manual buffer removal - just keep appending) in Firefox and it works fine. The buffer appears to get automatically rotated to avoid the QuotaExceededError? This seems to have be an expected behavior of Chrome as well but has before been a problem with high bandwidth (we're doing about 6MB/s). This bug looks very familiar but was supposedly addressed in 2016. bugs.chromium.org/p/chromium/issues/detail?id=563292

– Chris Pearce
Nov 18 '18 at 20:15















If your content is made of a single keyframe at the start and none after, you will his QuotaExceededError. It's just a matter of time. The sourcebuffer maximum size is 100MiB in Firefox and 150MiB in Chrome

– jyavenard
Nov 19 '18 at 14:01





If your content is made of a single keyframe at the start and none after, you will his QuotaExceededError. It's just a matter of time. The sourcebuffer maximum size is 100MiB in Firefox and 150MiB in Chrome

– jyavenard
Nov 19 '18 at 14:01




















draft saved

draft discarded




















































Thanks for contributing an answer to Stack Overflow!


  • Please be sure to answer the question. Provide details and share your research!

But avoid



  • Asking for help, clarification, or responding to other answers.

  • Making statements based on opinion; back them up with references or personal experience.


To learn more, see our tips on writing great answers.




draft saved


draft discarded














StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53309874%2fsourcebuffer-removestart-end-removes-whole-buffered-timerange-how-to-handle%23new-answer', 'question_page');
}
);

Post as a guest















Required, but never shown





















































Required, but never shown














Required, but never shown












Required, but never shown







Required, but never shown

































Required, but never shown














Required, but never shown












Required, but never shown







Required, but never shown







Popular posts from this blog

Florida Star v. B. J. F.

Danny Elfman

Retrieve a Users Dashboard in Tumblr with R and TumblR. Oauth Issues