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Subject: Re: [bitcoin-dev] BIP 158 Flexibility and Filter Size
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I processed the historic blockchain to create a single filter populated =
with spent input scripts and output scripts. The Golomb parameter was =
P=3D2^20

The resulting chart shows a volatile history of same-block address =
re-use with a notable drops in relative filter size during the early =
history and in the time window where SatoshiDICE was popular, since then =
trending higher.
The history of only the last half year suggests a current filter size of =
between 2.0% - 2.5% of block sizes.

Since most outputs are spent within a short time period, but apparently =
not that often in same blocks, I think it was worth considering filter =
series that match over a windows of 2^n blocks (n=3D(0=E2=80=A610)). =
Applications could then bracket the=20
range of interest and then narrow down requesting finer filters or =
blocks.

Then I created 1600 random (P2SH) scripts and totaled the false positive =
block download data size if observing 100, 200, 400, 800, 1600 of them.=20=

The result suggests that even for 1600 the false positive overhead is =
less than 0.1% of blockchain data size.=20

I agree with Greg that we should optimize the parameters for a small =
observed set as those will be running on mobile devices.
As of Pieter=E2=80=99s findings the simulation parameters were optimal =
for ca. 1000 observed scripts which is maybe to many for a =E2=80=9Csmall=E2=
=80=9D application.
On the other hand we do not know the needs of future popular mobile =
applications. =20
=20
With parameters of the simulation the current minimal data burden on a =
mobile wallet would be ca. 0.1 GB / Month.

Simulations with other parameters could be executed using this patch =
branch: =
https://github.com/tamasblummer/rust-bitcoin-spv/tree/blockfilterstats A =
run takes a few hours on a fast machine with release build and local =
bitcoind.
The calculation can not be reduced to the recent history as the process =
builds in-memory utxo from genesis.

The result of executing the binary is a CSV file containing:
blocknumber, blocksize, utxo size, filter size, false positive data size =
for 100, false positive data size for 100, =E2=80=A6 false positive data =
size for 100
e.g:
524994,1112181,57166825,21556,0,0,0,0,1112181

Tamas Blummer


> On May 29, 2018, at 06:01, Olaoluwa Osuntokun via bitcoin-dev =
<bitcoin-dev@lists.linuxfoundation.org> wrote:
>=20
> > The additional benefit of the input script/outpoint filter is to =
watch for
> > unexpected spends (coins getting stolen or spent from another =
wallet) or
> > transactions without a unique change or output address. I think this =
is a
> > reasonable implementation, and it would be nice to be able to =
download that
> > filter without any input elements.=20
>=20
> As someone who's implemented a complete integration of the filtering
> technique into an existing wallet, and a higher application I =
disagree.
> There's not much gain to be had in splitting up the filters: it'll =
result in
> additional round trips (to fetch these distinct filter) during normal
> operation, complicate routine seed rescanning logic, and also is =
detrimental
> to privacy if one is fetching blocks from the same peer as they've
> downloaded the filters from.
>=20
> However, I'm now convinced that the savings had by including the prev =
output
> script (addr re-use and outputs spent in the same block as they're =
created)
> outweigh the additional booking keeping required in an implementation =
(when
> extracting the precise tx that matched) compared to using regular =
outpoint
> as we do currently. Combined with the recently proposed =
re-parametrization
> of the gcs parameters[1], the filter size should shrink by quite a =
bit!
>=20
> I'm very happy with the review the BIPs has been receiving as of late. =
It
> would've been nice to have this 1+ year ago when the draft was =
initially
> proposed, but better late that never!
>=20
> Based on this thread, [1], and discussions on various IRC channels, I =
plan
> to make the following modifications to the BIP:
>=20
>   1. use P=3D2^19 and M=3D784931 as gcs parameters, and also bind =
these to the
>      filter instance, so future filter types may use distinct =
parameters
>   2. use the prev output script rather than the prev input script in =
the
>      regular filter
>   3. remove the txid from the regular filter(as with some extra =
book-keeping
>      the output script is enough)=20
>   4. do away with the extended filter all together, as our original =
use case
>      for it has been nerfed as the filter size grew too large when =
doing
>      recursive parsing. instead we watch for the outpoint being spent =
and
>      extract the pre-image from it if it matches now
>=20
> The resulting changes should slash the size of the filters, yet still =
ensure
> that they're useful enough for our target use case.
>=20
> [1]: =
https://lists.linuxfoundation.org/pipermail/bitcoin-dev/2018-May/016029.ht=
ml
>=20
> -- Laolu
> _______________________________________________
> bitcoin-dev mailing list
> bitcoin-dev@lists.linuxfoundation.org
> https://lists.linuxfoundation.org/mailman/listinfo/bitcoin-dev


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<html><body style=3D"word-wrap: break-word; -webkit-nbsp-mode: space; =
-webkit-line-break: after-white-space;">I processed the historic =
blockchain to create a single filter populated with spent input scripts =
and output scripts. The Golomb parameter was P=3D2^20<br class=3D""><br =
class=3D"">The resulting chart shows a volatile history of same-block =
address re-use with a notable drops in relative filter size during the =
early history and in the time window where SatoshiDICE was popular, =
since then trending higher.<div class=3D"">The history of only the last =
half year suggests a current filter size of between 2.0% - 2.5% of block =
sizes.</div><div class=3D""><br class=3D""></div><div class=3D"">Since =
most outputs are spent within a short time period, but apparently not =
that often in same blocks, I think it was worth considering filter =
series that match over a windows of 2^n blocks (n=3D(0=E2=80=A610)). =
Applications could then bracket the&nbsp;</div><div class=3D"">range of =
interest and then narrow down requesting finer filters or =
blocks.</div><div class=3D""><div class=3D""><div class=3D""><br =
class=3D""></div><div class=3D"">Then I created 1600 random (P2SH) =
scripts and totaled the false positive block download data size if =
observing 100, 200, 400, 800, 1600 of them.&nbsp;</div><div class=3D"">The=
 result suggests that even for 1600 the false positive overhead is less =
than 0.1% of blockchain data size.&nbsp;</div><div class=3D""><br =
class=3D""></div><div class=3D"">I agree with Greg that we should =
optimize the parameters for a small observed set as those will be =
running on mobile devices.</div><div class=3D"">As of Pieter=E2=80=99s =
findings the simulation parameters were optimal for ca. 1000 observed =
scripts which is maybe to many for a =E2=80=9Csmall=E2=80=9D =
application.</div><div class=3D"">On the other hand we do not know the =
needs of future popular mobile applications. &nbsp;</div><div =
class=3D"">&nbsp;</div><div class=3D"">With parameters of the simulation =
the current minimal data burden on a mobile wallet would be ca. 0.1 GB / =
Month.</div><div class=3D""><br class=3D""></div><div =
class=3D"">Simulations with other parameters could be executed using =
this patch branch:&nbsp;<a =
href=3D"https://github.com/tamasblummer/rust-bitcoin-spv/tree/blockfilters=
tats" =
class=3D"">https://github.com/tamasblummer/rust-bitcoin-spv/tree/blockfilt=
erstats</a> A run takes a few hours on a fast machine with release build =
and local bitcoind.</div><div class=3D"">The calculation can not be =
reduced to the recent history as the process builds in-memory utxo from =
genesis.</div><div class=3D""><br class=3D""></div><div class=3D"">The =
result of executing the binary is a CSV file containing:</div><div =
class=3D"">blocknumber, blocksize, utxo size, filter size, false =
positive data size for 100, false positive data size for 100, =
=E2=80=A6&nbsp;false positive data size for 100</div><div =
class=3D"">e.g:</div><div =
class=3D"">524994,1112181,57166825,21556,0,0,0,0,1112181</div><div =
class=3D""><br class=3D""></div><div class=3D"">Tamas Blummer</div><div =
class=3D""><br class=3D""><img apple-inline=3D"yes" =
id=3D"767B13BC-D677-41C6-A873-E5B2C7A16B44" =
src=3D"cid:F4B803F2-49C5-42B7-B02A-C1B6078CB817@t-mobile.de" =
class=3D""><img apple-inline=3D"yes" =
id=3D"5C31FA53-945D-49F9-991F-F2CEED4F53C3" =
src=3D"cid:A2856E6A-4330-4AF9-A83D-81037CE00AC7@t-mobile.de" =
class=3D""><img apple-inline=3D"yes" =
id=3D"5C447943-C3CE-4E2C-A229-640E73CBDF04" =
src=3D"cid:E1301879-38FE-4F27-A369-D8603504F647@t-mobile.de" =
class=3D""></div><div class=3D""><blockquote type=3D"cite" class=3D"">On =
May 29, 2018, at 06:01, Olaoluwa Osuntokun via bitcoin-dev &lt;<a =
href=3D"mailto:bitcoin-dev@lists.linuxfoundation.org" =
class=3D"">bitcoin-dev@lists.linuxfoundation.org</a>&gt; wrote:<br =
class=3D""><br class=3D"">&gt; The additional benefit of the input =
script/outpoint filter is to watch for<br class=3D"">&gt; unexpected =
spends (coins getting stolen or spent from another wallet) or<br =
class=3D"">&gt; transactions without a unique change or output address. =
I think this is a<br class=3D"">&gt; reasonable implementation, and it =
would be nice to be able to download that<br class=3D"">&gt; filter =
without any input elements.&nbsp;<br class=3D""><br class=3D"">As =
someone who's implemented a complete integration of the filtering<br =
class=3D"">technique into an existing wallet, and a higher application I =
disagree.<br class=3D"">There's not much gain to be had in splitting up =
the filters: it'll result in<br class=3D"">additional round trips (to =
fetch these distinct filter) during normal<br class=3D"">operation, =
complicate routine seed rescanning logic, and also is detrimental<br =
class=3D"">to privacy if one is fetching blocks from the same peer as =
they've<br class=3D"">downloaded the filters from.<br class=3D""><br =
class=3D"">However, I'm now convinced that the savings had by including =
the prev output<br class=3D"">script (addr re-use and outputs spent in =
the same block as they're created)<br class=3D"">outweigh the additional =
booking keeping required in an implementation (when<br =
class=3D"">extracting the precise tx that matched) compared to using =
regular outpoint<br class=3D"">as we do currently. Combined with the =
recently proposed re-parametrization<br class=3D"">of the gcs =
parameters[1], the filter size should shrink by quite a bit!<br =
class=3D""><br class=3D"">I'm very happy with the review the BIPs has =
been receiving as of late. It<br class=3D"">would've been nice to have =
this 1+ year ago when the draft was initially<br class=3D"">proposed, =
but better late that never!<br class=3D""><br class=3D"">Based on this =
thread, [1], and discussions on various IRC channels, I plan<br =
class=3D"">to make the following modifications to the BIP:<br =
class=3D""><br class=3D"">&nbsp; 1. use P=3D2^19 and M=3D784931 as gcs =
parameters, and also bind these to the<br class=3D"">&nbsp; &nbsp; =
&nbsp;filter instance, so future filter types may use distinct =
parameters<br class=3D"">&nbsp; 2. use the prev output script rather =
than the prev input script in the<br class=3D"">&nbsp; &nbsp; =
&nbsp;regular filter<br class=3D"">&nbsp; 3. remove the txid from the =
regular filter(as with some extra book-keeping<br class=3D"">&nbsp; =
&nbsp; &nbsp;the output script is enough)&nbsp;<br class=3D"">&nbsp; 4. =
do away with the extended filter all together, as our original use =
case<br class=3D"">&nbsp; &nbsp; &nbsp;for it has been nerfed as the =
filter size grew too large when doing<br class=3D"">&nbsp; &nbsp; =
&nbsp;recursive parsing. instead we watch for the outpoint being spent =
and<br class=3D"">&nbsp; &nbsp; &nbsp;extract the pre-image from it if =
it matches now<br class=3D""><br class=3D"">The resulting changes should =
slash the size of the filters, yet still ensure<br class=3D"">that =
they're useful enough for our target use case.<br class=3D""><br =
class=3D"">[1]:&nbsp;<a =
href=3D"https://lists.linuxfoundation.org/pipermail/bitcoin-dev/2018-May/0=
16029.html" =
class=3D"">https://lists.linuxfoundation.org/pipermail/bitcoin-dev/2018-Ma=
y/016029.html</a><br class=3D""><br class=3D"">-- Laolu<br =
class=3D"">_______________________________________________<br =
class=3D"">bitcoin-dev mailing list<br =
class=3D"">bitcoin-dev@lists.linuxfoundation.org<br =
class=3D"">https://lists.linuxfoundation.org/mailman/listinfo/bitcoin-dev<=
br class=3D""></blockquote><br class=3D""></div></div></div></body></html>=

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