Fix docker paths

Worker upgrade reloaded

.dockerignore

@@ -7,3 +7,4 @@ outputs
 *.egg-info
 **/*.key
 **/*.cert
+.venv

.gitignore

@@ -1,3 +1,4 @@
+skynet.toml
 .python-version
 hf_home
 outputs
@@ -6,3 +7,7 @@ secrets
 *.egg-info
 **/*.key
 **/*.cert
+docs
+ipfs-docker-data
+ipfs-staging
+weights

Dockerfile.runtime

@@ -1,19 +0,0 @@
-from python:3.10.0
-
-env DEBIAN_FRONTEND=noninteractive
-
-workdir /skynet
-
-copy requirements.test.txt requirements.test.txt
-copy requirements.txt requirements.txt
-copy pytest.ini ./
-copy setup.py ./
-copy skynet ./skynet
-
-run pip install \
-    -e . \
-    -r requirements.txt \
-    -r requirements.test.txt
-
-copy scripts ./
-copy tests ./

Dockerfile.runtime+cuda

@@ -1,34 +0,0 @@
-from nvidia/cuda:11.7.0-devel-ubuntu20.04
-from python:3.10.0
-
-env DEBIAN_FRONTEND=noninteractive
-
-run apt-get update && \
-    apt-get install -y ffmpeg libsm6 libxext6
-
-workdir /skynet
-
-copy requirements.cuda* ./
-
-run pip install -U pip ninja
-run pip install -v -r requirements.cuda.0.txt
-run pip install -v -r requirements.cuda.1.txt
-run pip install -v -r requirements.cuda.2.txt
-
-copy requirements.test.txt requirements.test.txt
-copy requirements.txt requirements.txt
-copy pytest.ini pytest.ini
-copy setup.py setup.py
-copy skynet skynet
-
-run pip install -e . \
-    -r requirements.txt \
-    -r requirements.test.txt
-
-env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128
-env NVIDIA_VISIBLE_DEVICES=all
-env HF_HOME /hf_home
-
-copy scripts scripts
-copy tests tests
-

LICENSE

@@ -1,11 +1,662 @@
-A menos que sea especificamente indicado en el cabezal del archivo, se reservan
+                    GNU AFFERO GENERAL PUBLIC LICENSE
-todos los derechos sobre este codigo por parte de:
+                       Version 3, 19 November 2007
 
-Guillermo Rodriguez, guillermor@fing.edu.uy
+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
 
-ENGLISH LICENSE:
+                            Preamble
 
-Unless specifically indicated in the file header, all rights to this code are
+  The GNU Affero General Public License is a free, copyleft license for
-reserved by:
+software and other kinds of works, specifically designed to ensure
+cooperation with the community in the case of network server software.
+
+  The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works.  By contrast,
+our General Public Licenses are intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains free
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+
+  When we speak of free software, we are referring to freedom, not
+price.  Our General Public Licenses are designed to make sure that you
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+following paragraph.
+
+  Notwithstanding any other provision of this License, you have
+permission to link or combine any covered work with a work licensed
+under version 3 of the GNU General Public License into a single
+combined work, and to convey the resulting work.  The terms of this
+License will continue to apply to the part which is the covered work,
+but the work with which it is combined will remain governed by version
+3 of the GNU General Public License.
+
+  14. Revised Versions of this License.
+
+  The Free Software Foundation may publish revised and/or new versions of
+the GNU Affero General Public License from time to time.  Such new versions
+will be similar in spirit to the present version, but may differ in detail to
+address new problems or concerns.
+
+  Each version is given a distinguishing version number.  If the
+Program specifies that a certain numbered version of the GNU Affero General
+Public License "or any later version" applies to it, you have the
+option of following the terms and conditions either of that numbered
+version or of any later version published by the Free Software
+Foundation.  If the Program does not specify a version number of the
+GNU Affero General Public License, you may choose any version ever published
+by the Free Software Foundation.
+
+  If the Program specifies that a proxy can decide which future
+versions of the GNU Affero General Public License can be used, that proxy's
+public statement of acceptance of a version permanently authorizes you
+to choose that version for the Program.
+
+  Later license versions may give you additional or different
+permissions.  However, no additional obligations are imposed on any
+author or copyright holder as a result of your choosing to follow a
+later version.
+
+  15. Disclaimer of Warranty.
+
+  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
+APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
+HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
+OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
+THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
+IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
+ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+  16. Limitation of Liability.
+
+  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
+                     END OF TERMS AND CONDITIONS
+
+            How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU Affero General Public License as published
+    by the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU Affero General Public License for more details.
+
+    You should have received a copy of the GNU Affero General Public License
+    along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If your software can interact with users remotely through a computer
+network, you should also make sure that it provides a way for users to
+get its source.  For example, if your program is a web application, its
+interface could display a "Source" link that leads users to an archive
+of the code.  There are many ways you could offer source, and different
+solutions will be better for different programs; see section 13 for the
+specific requirements.
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU AGPL, see
+<https://www.gnu.org/licenses/>.
 
-Guillermo Rodriguez, guillermor@.edu.uy

README.md

@@ -1,2 +1,104 @@
 # skynet
-### decentralized compute platform
+<div align="center">
+    <img src="https://explorer.skygpu.net/v2/explore/assets/logo.png" width=512 height=512>
+</div>
+
+## decentralized compute platform
+
+### native install
+
+system dependencies:
+- `cuda` 11.8
+- `llvm` 10
+- `python` 3.10+
+- `docker` (for ipfs node)
+
+```
+# create and edit config from template
+cp skynet.toml.example skynet.toml
+
+# install poetry package manager
+curl -sSL https://install.python-poetry.org | python3 -
+
+# install
+poetry install
+
+# enable environment
+poetry shell
+
+# test you can run this command
+skynet --help
+
+# launch ipfs node
+skynet run ipfs
+
+# to launch worker
+skynet run dgpu
+
+```
+
+### dockerized install
+
+## frontend
+
+system dependencies:
+- `docker`
+
+```
+# create and edit config from template
+cp skynet.toml.example skynet.toml
+
+# pull runtime container
+docker pull guilledk/skynet:runtime-frontend
+
+# run telegram bot
+docker run \
+    -it \
+    --rm \
+    --network host \
+    --name skynet-telegram \
+    --mount type=bind,source="$(pwd)",target=/root/target \
+    guilledk/skynet:runtime-frontend \
+    skynet run telegram --db-pass PASSWORD --db-user USER --db-host HOST
+```
+
+## worker
+
+system dependencies:
+- `docker` with gpu enabled
+
+```
+# create and edit config from template
+cp skynet.toml.example skynet.toml
+
+# pull runtime container
+docker pull guilledk/skynet:runtime-cuda
+
+# or build it (takes a bit of time)
+./build_docker.sh
+
+# launch simple ipfs node
+./launch_ipfs.sh
+
+# run worker with all gpus
+docker run \
+    -it \
+    --rm \
+    --gpus all \
+    --network host \
+    --name skynet-worker \
+    --mount type=bind,source="$(pwd)",target=/root/target \
+    guilledk/skynet:runtime-cuda \
+    skynet run dgpu
+
+# run worker with specific gpu
+docker run \
+    -it \
+    --rm \
+    --gpus '"device=1"' \
+    --network host \
+    --name skynet-worker-1 \
+    --mount type=bind,source="$(pwd)",target=/root/target \
+    guilledk/skynet:runtime-cuda \
+    skynet run dgpu
+```

build_docker.sh

@@ -1,7 +0,0 @@
-docker build \
-    -t skynet:runtime-cuda \
-    -f Dockerfile.runtime+cuda .
-
-docker build \
-    -t skynet:runtime \
-    -f Dockerfile.runtime .

certs/brain.cert

@@ -1,33 +0,0 @@
------BEGIN CERTIFICATE-----
-MIIFxDCCA6wCAQAwDQYJKoZIhvcNAQENBQAwgacxCzAJBgNVBAYTAlVZMRMwEQYD
-VQQIDApNb250ZXZpZGVvMRMwEQYDVQQHDApNb250ZXZpZGVvMRowGAYDVQQKDBFz
-a3luZXQtZm91bmRhdGlvbjENMAsGA1UECwwEbm9uZTEcMBoGA1UEAwwTR3VpbGxl
-cm1vIFJvZHJpZ3VlejElMCMGCSqGSIb3DQEJARYWZ3VpbGxlcm1vckBmaW5nLmVk
-dS51eTAeFw0yMjEyMTExNDM3NDVaFw0zMjEyMDgxNDM3NDVaMIGnMQswCQYDVQQG
-EwJVWTETMBEGA1UECAwKTW9udGV2aWRlbzETMBEGA1UEBwwKTW9udGV2aWRlbzEa
-MBgGA1UECgwRc2t5bmV0LWZvdW5kYXRpb24xDTALBgNVBAsMBG5vbmUxHDAaBgNV
-BAMME0d1aWxsZXJtbyBSb2RyaWd1ZXoxJTAjBgkqhkiG9w0BCQEWFmd1aWxsZXJt
-b3JAZmluZy5lZHUudXkwggIiMA0GCSqGSIb3DQEBAQUAA4ICDwAwggIKAoICAQCu
-HdqGPtsqtYqfIilVdq0MmqfEn9g4T+uglfWjRF2gWV3uQCuXDv1O61XfIIyaDQXl
-VRqT36txtM8rvn213746SwK0jx9+ln5jD3EDbL4WZv1qvp4/jqA+UPKXFXnD3he+
-pRpcDMu4IpYKuoPl667IW/auFSSy3TIWhIZb8ghqxzb2e2i6/OhzIWKHeFIKvbEA
-EB6Z63wy3O0ACY7RVhHu0wzyzqUW1t1VNsbZvO9Xmmqm2EWZBJp0TFph3Z9kOR/g
-0Ik7kxMLrGIfhV5/1gPQlNr3ADebGJnaMdGCBUi+pqeZcVnGY45fjOJREaD3aTRG
-ohZM0Td40K7paDVjUvQ9rPgKoDMsCWpu8IPdc4LB0hONIO2KycFb49cd8zNWsetj
-kHXxL9IVgORxfGmVyOtNGotS5RX6R+qwsll3qUmX4XjwvQMAMvATcSkY26CWdCDM
-vGFp+0REbVyDfJ9pwU7ZkAxiWeAoiesGfEWyRLsl0fFkaHgHG+oPCH9IO63TVnCq
-E6NGRQpHfJ5oV4ZihUfWjSFxOJqdFM3xfzk/2YGzQUgKVBsbuQTWPKxE0aSwt1Cf
-Ug4+C0RSDMmrquRmhRn/BWsSRl+2m17rt1axTA4pEVGcHHyKSowEFQ68spD1Lm2K
-iU/LCPBh4REzexwjP+onwHALXoxIEOLiy2lEdYgWnwIDAQABMA0GCSqGSIb3DQEB
-DQUAA4ICAQBtTZb6PJJQXtF90MD4Hcgj+phKkbtHVZyM198Giw3I9f2PgjDECKb9
-I7JLzCUgpexKk1TNso2FPNoVlcE4yMO0I0EauoKcwZ1w9GXsXOGwPHvB9hrItaLs
-s7Qxf+IVgKO4y5Tv+8WO4lhgShWa4fW3L7Dpk0XK4INoAAxZLbEdekf2GGqTUGzD
-SrfvtE8h6JT+gR4lsAvdsRjJIKYacsqhKjtV0reA6v99NthDcpwaStrAaFmtJkD3
-6G3JVU0JyMBlR1GetN0w42BjVHJ2l7cPm405lE2ymFwcl7C8VozXXi4wmfVN+xlh
-NOVSbl/QUiMUyt44XPhPCbgopxLqhqtvGzBl+ldF1AR4aaukXjvS/8VtFZ3cfx7n
-n5NYxvPnq3kwlFNHgppt+u1leGrzxuesGNQENQd3shO/S9T4I92hAdk2MRTivIfv
-m74u6RCtHqDviiOFzF7zcqO37wCrb1dnfS1N4I6/rCf6XtxlRGa8Cp9z4DTKjwAC
-5z5irJb+LSJkFXA/zIFpBjjKBdyhjYGuXrbJWdL81kTcYRqjE99XfZaTU8L43qVd
-TUaIvQGTtx8k7WGmeTRHk6SauCaXSfeXwYTpEZpictUI/uWo/KJRDL/aE8HmBeH3
-pr+cfDu7erTLH+GG5ZROrILf4929Jd7OF4a0nHUnZcycBS0CjGHVHA==
------END CERTIFICATE-----

certs/testing.key

@@ -1,52 +0,0 @@
------BEGIN PRIVATE KEY-----
-MIIJQgIBADANBgkqhkiG9w0BAQEFAASCCSwwggkoAgEAAoICAQCyAuCwwnoENeYe
-B0159sH47zedmRaxcUmC/qmVdUptzOxIHpUCSAIy+hoR5UOhnRsmjj7Y0kUWtlwj
-bHAKHcuUn4sqLBb0nl6kH79DzP/4YCQM3GEIXzE6wy/zmnYrHz53Ci7DzmMcRM3n
-MwXDVPPpKXzpmI/yassKxSltBKgbh65U3oOheiuFygOlAkT4fUaXX5Bf9DECZBsj
-ewf9WvHzLGN2eQt/YWYxJMstgAecHLlRmLbKoYD/P+O0K1ybmhMDItcXE49kNC4s
-Rvq7MUt8B0bi8SlRxv5plAbZBiyMilrxf3yCCgYaTsqtt3x+CSrAWjzYIzEzD5aZ
-1+s5O2jsqPYkbTvA4NT/hDnWHkkr7YcBRwQn1iMe2tMUTTsWotIYWH87++BzDAWG
-3ZBkqNZ4mUdA3usk2ZPO0BwWNxlb0AqOlAJUYSoCsm3nBPT08rVvumQ44hup6XPW
-L5KIDyL5+Fl8RDgDF8cpCfrijdL+U+GoHmmJYM6zMkrGqD7BD+WJgw9plgbaWUBI
-q4aimXF4PrBJAAX5IRyZK+EDDH0AREL3qoZIQVvJR+yGIKTixpyVKtj6jm1OY4Go
-iXxRLaFrc4ucT9+PxRHo9zYtNIijub4eXuU5nveswptmCsNa4spTO2XCkHh6IE0Z
-B4oALC4lrC279WY+3TaOpv/roGzG9QIDAQABAoICABfpXGFMs7MzwkYvrkU/KO3V
-bwppHAFDOcqyMU7K7e/d4ly1rvJwKyDJ3mKfrKay7Ii7UXndP5E+IcD9ufcXQCzQ
-rug/+pLAC0UkoT6W9PNaMWgrhOU+VDs+fjHM19QRuFmpMSr1jZ6ofLgdGchpSvJR
-CQnKh9uFDjfTethoEw96Tv1GKTcHAChSleFpHUv7wqsRbTABJJbbokGb2duQhzD7
-uh3vQzodzT+2CjeBxoPpNS40GKm+FA6KzdLP2FAWhuNESibmu7uMFCpicR+1ZBxe
-+zNU4xCsbamk9rPZqSD1HM4/1RZqs53TuP9TcbzvDPfAUgKpMjICWrUuVIHgQcb/
-H3lJbsusZccFkl+B4arncUu7oyYWsw+OLHq/khja1RrJu6/PDDfcqY0cSAAsCKJf
-ChiHVyVbhZ6b9g1MdYLNPlcJrpgCVX+PisqLqY/RqQGIln6D0sBK1+MC6TjFW3zA
-ca3Dhun18JBZ73mmlGj7LoOUojtnnxy5YVUdB75tdo5BqilGR1nLurJupg9Nkgeq
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-F0mx0kPsaPugNX1VzF15R+vN1kbk3sQ9bDP6FfsX7jp2EjRqGEb9mJ8BoIbSHLJ4
-dDT7M90TMMYepCVoFMC03Hh30vxH3QokgV3E1lakXCwl1dheRz5czT0BL9VuBkpG
-x8vGpVfX4VqLliOWK72wEYdfohUTynb2OkRP/e6woBRxb3hYLqpN7nVHVRiMFBgG
-+AvpLNv/oSYBOXj9oRBOwVLZaPV8N1p4Pv7WXL+B7E47Z9rUYNzGFf+2iM1uDdrO
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-gJmJ4vgivIX7/zv7/q9c/nkNsnPiXjMys6HRdwroQjT7wrxO5/jJX9EDjM98dSFg
-1HFJWJulpmDMpIzzwC6DLxZWd+EEqG4Pyv50VGmGuwmqDwWAP7v/pMPwUEvlsGYZ
-Tvlebr4jze9vz8MiRw3qBp0ASWpDWgySt3zm0gDWRaxqvZbdqlLvK/YTta+4ySay
-dfkqMG4SGM2m7Rc6H+DKqhwADoyd3oVrFD7QWCZTUUm414TgFFk+uils8Pms6ulG
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-vdzIggOxdj3lMaqHIVEoMk+5c2uTkhevk8ideSOv7wWoZ1JUWrjIeF1F9QqvafXo
-RqgIyfukmk5VVdhUzDs8B/xh97qfVIwXY5Wpl4+RRGnWkOGkZOMF1hhwqlzx7i+0
-prp9P9aQ6n880lr66TSFMvMRi/ewPqsfkTT2txSMMyO32TAyAoo0gy3fNjt8CDlf
-rZXmjdTV65OyCulFLi1kjb6zyV54FuHLO4Yw5qnFqLwK4ddY4XrKSzI3g+qWxIYX
-jFAPpcE9MthlW8jlPjjaZ6/XKoW8WsBJLkP1HJm7AoIBAAm9J+HbWMIG9s3vz2Kc
-SMnhnWWk+2CD4hb97bIQxu5ml7ieN1oGOB1LmN1Z7PPo03/47/J1s7p/OVsuGh7Q
-vFXerHbcAjXMDo5iXxy58cu6GIBMkTVxdQigCnqeW1sQlbdHm1jo9GID5YySGNu2
-+gRbli8cQj47dRjiK1w70XtltqT+ixL9nqJRNTk/rtj9d8GAwATUzmf6X8/Ev+EG
-QYA/5Fyttm7OCtjlzNPpZr5Q9EqI4YurfkA/NqZRwXbNCbLTNgi/mwmOquIraqQ1
-nvyqA8H7I01t/dwDd687V1xcSSAwWxGbhMoQae7BVOjnO5hnT8Kf81beKMOd70Ga
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-Ai0CTR6ziOgMaDbT52ouZ1u0l6izYAdBdeSaPOiiTLx8vEE+U7SpNR3zCesPtZB3
-uvGOY2mVwyfZH2SUc4cs+uzDnAGhPqC7/RSFPMoctXf46YpGc9auyjdesE395KLX
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-lWI2XLI4C2zqDBVmEL2MuzL0FrWivQ==
------END PRIVATE KEY-----

certs/whitelist/testing.cert

@@ -1,33 +0,0 @@
------BEGIN CERTIFICATE-----
-MIIFxDCCA6wCAQIwDQYJKoZIhvcNAQENBQAwgacxCzAJBgNVBAYTAlVZMRMwEQYD
-VQQIDApNb250ZXZpZGVvMRMwEQYDVQQHDApNb250ZXZpZGVvMRowGAYDVQQKDBFz
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-dS51eTAeFw0yMjEyMTExNTE1MDNaFw0zMjEyMDgxNTE1MDNaMIGnMQswCQYDVQQG
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-BAMME0d1aWxsZXJtbyBSb2RyaWd1ZXoxJTAjBgkqhkiG9w0BCQEWFmd1aWxsZXJt
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-1bAeHOvzryngYq35rky1L3cIquinAwCP4QKocJK3DJAD5lPqhpzO1f2/1BmWV9Ri
-ZRrRkM/9AxePxGZEmnoQbwKsQs/bY+jGU2fRzqijxRPoX9ogX5Te/Ko0mQh1slbX
-4bL9NIipHPgpNeZRmRUnu4z00UJNGrI/qGaont3eMH1V65WGz9VMYnmCxkmsg45e
-skrauB/Ly9DRRZBddDwAQF8RIbpqPsfQTuEjF0sGdYH3LaClGbA/cA==
------END CERTIFICATE-----

docker/Dockerfile.runtime

@@ -0,0 +1,25 @@
+from python:3.11
+
+env DEBIAN_FRONTEND=noninteractive
+
+run apt-get update && apt-get install -y \
+    git
+
+run curl -sSL https://install.python-poetry.org | python3 -
+
+env PATH "/root/.local/bin:$PATH"
+
+copy . /skynet
+
+workdir /skynet
+
+env POETRY_VIRTUALENVS_PATH /skynet/.venv
+
+run poetry install
+
+workdir /root/target
+
+copy docker/entrypoint.sh /entrypoint.sh
+entrypoint ["/entrypoint.sh"]
+
+cmd ["skynet", "--help"]

docker/Dockerfile.runtime+cuda-py310

@@ -0,0 +1,46 @@
+from nvidia/cuda:11.8.0-devel-ubuntu20.04
+from python:3.10
+
+env DEBIAN_FRONTEND=noninteractive
+
+run apt-get update && apt-get install -y \
+    git \
+    clang \
+    cmake \
+    ffmpeg \
+    libsm6 \
+    libxext6 \
+    ninja-build
+
+env CC /usr/bin/clang
+env CXX /usr/bin/clang++
+
+# install llvm10 as required by llvm-lite
+run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1
+workdir /llvm-project
+# this adds a commit from 12.0.0 that fixes build on newer compilers
+run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1
+run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release
+run ninja -C build install  # -j8
+
+run curl -sSL https://install.python-poetry.org | python3 -
+
+env PATH "/root/.local/bin:$PATH"
+
+copy . /skynet
+
+workdir /skynet
+
+env POETRY_VIRTUALENVS_PATH /skynet/.venv
+
+run poetry install --with=cuda -v
+
+workdir /root/target
+
+env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128
+env NVIDIA_VISIBLE_DEVICES=all
+
+copy docker/entrypoint.sh /entrypoint.sh
+entrypoint ["/entrypoint.sh"]
+
+cmd ["skynet", "--help"]

docker/Dockerfile.runtime+cuda-py311

@@ -0,0 +1,46 @@
+from nvidia/cuda:11.8.0-devel-ubuntu20.04
+from python:3.11
+
+env DEBIAN_FRONTEND=noninteractive
+
+run apt-get update && apt-get install -y \
+    git \
+    clang \
+    cmake \
+    ffmpeg \
+    libsm6 \
+    libxext6 \
+    ninja-build
+
+env CC /usr/bin/clang
+env CXX /usr/bin/clang++
+
+# install llvm10 as required by llvm-lite
+run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1
+workdir /llvm-project
+# this adds a commit from 12.0.0 that fixes build on newer compilers
+run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1
+run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release
+run ninja -C build install  # -j8
+
+run curl -sSL https://install.python-poetry.org | python3 -
+
+env PATH "/root/.local/bin:$PATH"
+
+copy . /skynet
+
+workdir /skynet
+
+env POETRY_VIRTUALENVS_PATH /skynet/.venv
+
+run poetry install --with=cuda -v
+
+workdir /root/target
+
+env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128
+env NVIDIA_VISIBLE_DEVICES=all
+
+copy docker/entrypoint.sh /entrypoint.sh
+entrypoint ["/entrypoint.sh"]
+
+cmd ["skynet", "--help"]

docker/Dockerfile.runtime+frontend

@@ -0,0 +1,25 @@
+from python:3.11
+
+env DEBIAN_FRONTEND=noninteractive
+
+run apt-get update && apt-get install -y \
+    git
+
+run curl -sSL https://install.python-poetry.org | python3 -
+
+env PATH "/root/.local/bin:$PATH"
+
+copy . /skynet
+
+workdir /skynet
+
+env POETRY_VIRTUALENVS_PATH /skynet/.venv
+
+run poetry install --with=frontend -v
+
+workdir /root/target
+
+copy docker/entrypoint.sh /entrypoint.sh
+entrypoint ["/entrypoint.sh"]
+
+cmd ["skynet", "--help"]

docker/build_docker.sh

@@ -0,0 +1,20 @@
+
+docker build \
+    -t guilledk/skynet:runtime \
+    -f docker/Dockerfile.runtime .
+
+docker build \
+    -t guilledk/skynet:runtime-frontend \
+    -f docker/Dockerfile.runtime+frontend .
+
+docker build \
+    -t guilledk/skynet:runtime-cuda-py311 \
+    -f docker/Dockerfile.runtime+cuda-py311 .
+
+docker build \
+    -t guilledk/skynet:runtime-cuda \
+    -f docker/Dockerfile.runtime+cuda-py311 .
+
+docker build \
+    -t guilledk/skynet:runtime-cuda-py310 \
+    -f docker/Dockerfile.runtime+cuda-py310 .

docker/entrypoint.sh

@@ -0,0 +1,8 @@
+#!/bin/sh
+
+export VIRTUAL_ENV='/skynet/.venv'
+poetry env use $VIRTUAL_ENV/bin/python
+
+poetry install
+
+exec poetry run "$@"

docker/push_docker.sh

@@ -0,0 +1,5 @@
+docker push guilledk/skynet:runtime
+docker push guilledk/skynet:runtime-frontend
+docker push guilledk/skynet:runtime-cuda
+docker push guilledk/skynet:runtime-cuda-py311
+docker push guilledk/skynet:runtime-cuda-py310

launch_ipfs.sh

@@ -0,0 +1,36 @@
+#!/bin/bash
+
+name='skynet-ipfs'
+peers=("$@")
+
+data_dir="$(pwd)/ipfs-docker-data"
+data_target='/data/ipfs'
+
+# Create data directory if it doesn't exist
+mkdir -p "$data_dir"
+
+# Run the container
+docker run -d \
+  --name "$name" \
+  -p 8080:8080/tcp \
+  -p 4001:4001/tcp \
+  -p 127.0.0.1:5001:5001/tcp \
+  --mount type=bind,source="$data_dir",target="$data_target" \
+  --rm \
+  ipfs/go-ipfs:latest
+
+# Change ownership
+docker exec "$name" chown 1000:1000 -R "$data_target"
+
+# Wait for Daemon to be ready
+while read -r log; do
+  echo "$log"
+  if [[ "$log" == *"Daemon is ready"* ]]; then
+    break
+  fi
+done < <(docker logs -f "$name")
+
+# Connect to peers
+for peer in "${peers[@]}"; do
+  docker exec "$name" ipfs swarm connect "$peer" || echo "Error connecting to peer: $peer"
+done

poetry.toml

@@ -0,0 +1,2 @@
+[virtualenvs]
+in-project = true

pyproject.toml

@@ -0,0 +1,67 @@
+[tool.poetry]
+name = 'skynet'
+version = '0.1a12'
+description = 'Decentralized compute platform'
+authors = ['Guillermo Rodriguez <guillermo@telos.net>']
+license = 'AGPL'
+readme = 'README.md'
+
+[tool.poetry.dependencies]
+python = '>=3.10,<3.12'
+pytz = '^2023.3.post1'
+trio = '^0.22.2'
+asks = '^3.0.0'
+Pillow = '^10.0.1'
+docker = '^6.1.3'
+py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'}
+toml = '^0.10.2'
+
+[tool.poetry.group.frontend]
+optional = true
+
+[tool.poetry.group.frontend.dependencies]
+triopg = {version = '^0.6.0'}
+aiohttp = {version = '^3.8.5'}
+psycopg2-binary = {version = '^2.9.7'}
+pyTelegramBotAPI = {version = '^4.14.0'}
+'discord.py' = {version = '^2.3.2'}
+
+[tool.poetry.group.dev]
+optional = true
+
+[tool.poetry.group.dev.dependencies]
+pdbpp = {version = '^0.10.3'}
+pytest = {version = '^7.4.2'}
+
+[tool.poetry.group.cuda]
+optional = true
+
+[tool.poetry.group.cuda.dependencies]
+torch = {version = '2.0.1+cu118', source = 'torch'}
+scipy = {version = '^1.11.2'}
+numba = {version = '0.57.0'}
+quart = {version = '^0.19.3'}
+triton = {version = '2.0.0', source = 'torch'}
+basicsr = {version = '^1.4.2'}
+xformers = {version = '^0.0.22'}
+hypercorn = {version = '^0.14.4'}
+diffusers = {version = '^0.21.2'}
+realesrgan = {version = '^0.3.0'}
+quart-trio = {version = '^0.11.0'}
+torchvision = {version = '0.15.2+cu118', source = 'torch'}
+accelerate = {version = '^0.23.0'}
+transformers = {version = '^4.33.2'}
+huggingface-hub = {version = '^0.17.3'}
+invisible-watermark = {version = '^0.2.0'}
+
+[[tool.poetry.source]]
+name = 'torch'
+url = 'https://download.pytorch.org/whl/cu118'
+priority = 'explicit'
+
+[build-system]
+requires = ['poetry-core', 'cython']
+build-backend = 'poetry.core.masonry.api'
+
+[tool.poetry.scripts]
+skynet = 'skynet.cli:skynet'

pytest.ini

@@ -1,4 +1,4 @@
 [pytest]
 log_cli = True
 log_level = info
-trio_mode = true
+trio_mode = True

requirements.cuda.0.txt

@@ -1,8 +0,0 @@
-scipy
-triton
-accelerate
-transformers
-huggingface_hub
-diffusers[torch]
-torch==1.13.0+cu117
---extra-index-url https://download.pytorch.org/whl/cu117

requirements.cuda.1.txt

@@ -1 +0,0 @@
-git+https://github.com/facebookresearch/xformers.git@main#egg=xformers

requirements.cuda.2.txt

@@ -1,2 +0,0 @@
-basicsr
-realesrgan

requirements.test.txt

@@ -1,6 +0,0 @@
-pdbpp
-pytest
-pytest-trio
-psycopg2-binary
-
-git+https://github.com/guilledk/pytest-dockerctl.git@host_network#egg=pytest-dockerctl

requirements.txt

@@ -1,11 +0,0 @@
-trio
-pynng
-numpy
-Pillow
-triopg
-aiohttp
-msgspec
-protobuf
-pyOpenSSL
-trio_asyncio
-pyTelegramBotAPI

scripts/generate_cert.py

@@ -1,44 +0,0 @@
-#!/usr/bin/python
-
-'''Self signed x509 certificate generator
-
-can look at generated file using openssl:
-    openssl x509 -inform pem -in selfsigned.crt -noout -text'''
-import sys
-
-from OpenSSL import crypto, SSL
-
-from skynet.constants import DEFAULT_CERTS_DIR
-
-
-def input_or_skip(txt, default):
-    i = input(f'[default: {default}]: {txt}')
-    if len(i) == 0:
-        return default
-    else:
-        return i
-
-
-if __name__ == '__main__':
-    # create a key pair
-    k = crypto.PKey()
-    k.generate_key(crypto.TYPE_RSA, 4096)
-    # create a self-signed cert
-    cert = crypto.X509()
-    cert.get_subject().C = input('country name two char ISO code (example: US): ')
-    cert.get_subject().ST = input('state or province name (example: Texas): ')
-    cert.get_subject().L = input('locality name (example: Dallas): ')
-    cert.get_subject().O = input('organization name: ')
-    cert.get_subject().OU = input_or_skip('organizational unit name: ', 'none')
-    cert.get_subject().CN = input('common name: ')
-    cert.get_subject().emailAddress = input('email address: ')
-    cert.set_serial_number(int(input_or_skip('numberic serial number: ', 0)))
-    cert.gmtime_adj_notBefore(int(input_or_skip('amount of seconds until cert is valid: ', 0)))
-    cert.gmtime_adj_notAfter(int(input_or_skip('amount of seconds until cert expires: ', 10*365*24*60*60)))
-    cert.set_issuer(cert.get_subject())
-    cert.set_pubkey(k)
-    cert.sign(k, 'sha512')
-    with open(f'{DEFAULT_CERTS_DIR}/{sys.argv[1]}.cert', "wt") as f:
-        f.write(crypto.dump_certificate(crypto.FILETYPE_PEM, cert).decode("utf-8"))
-    with open(f'{DEFAULT_CERTS_DIR}/{sys.argv[1]}.key', "wt") as f:
-        f.write(crypto.dump_privatekey(crypto.FILETYPE_PEM, k).decode("utf-8"))

setup.py

@@ -1,21 +0,0 @@
-from setuptools import setup, find_packages
-
-from skynet.constants import VERSION
-
-setup(
-    name='skynet',
-    version=VERSION,
-    description='Decentralized compute platform',
-    author='Guillermo Rodriguez',
-    author_email='guillermo@telos.net',
-    packages=find_packages(),
-    entry_points={
-        'console_scripts': [
-            'skynet = skynet.cli:skynet',
-            'txt2img = skynet.cli:txt2img',
-            'img2img = skynet.cli:img2img',
-            'upscale = skynet.cli:upscale'
-        ]
-    },
-    install_requires=['click']
-)

skynet.toml.example

@@ -0,0 +1,47 @@
+# config sections are optional, depending on which services
+# you wish to run
+
+[skynet.dgpu]
+account = 'testworkerX'
+permission = 'active'
+key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
+node_url = 'https://testnet.skygpu.net'
+hyperion_url = 'https://testnet.skygpu.net'
+ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv'
+ipfs_url = 'http://127.0.0.1:5001'
+hf_home = 'hf_home'
+hf_token = 'hf_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx'
+auto_withdraw = true
+non_compete = []
+api_bind = '127.0.0.1:42690'
+
+[skynet.telegram]
+account = 'telegram'
+permission = 'active'
+key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
+node_url = 'https://testnet.skygpu.net'
+hyperion_url = 'https://testnet.skygpu.net'
+ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv'
+ipfs_url = 'http://127.0.0.1:5001'
+token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
+
+[skynet.discord]
+account = 'discord'
+permission = 'active'
+key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
+node_url = 'https://testnet.skygpu.net'
+hyperion_url = 'https://testnet.skygpu.net'
+ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv'
+ipfs_url = 'http://127.0.0.1:5001'
+token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
+
+[skynet.pinner]
+hyperion_url = 'https://testnet.skygpu.net'
+ipfs_url = 'http://127.0.0.1:5001'
+
+[skynet.user]
+account = 'testuser'
+permission = 'active'
+key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
+node_url = 'https://testnet.skygpu.net'
+

skynet/brain.py

@@ -1,504 +0,0 @@
-#!/usr/bin/python
-
-import time
-import json
-import uuid
-import zlib
-import logging
-import traceback
-
-from uuid import UUID
-from pathlib import Path
-from functools import partial
-from contextlib import asynccontextmanager as acm
-from collections import OrderedDict
-
-import trio
-import pynng
-import trio_asyncio
-
-from pynng import TLSConfig
-from OpenSSL.crypto import (
-    load_privatekey,
-    load_certificate,
-    FILETYPE_PEM
-)
-
-from .db import *
-from .constants import *
-
-from .protobuf import *
-
-
-class SkynetDGPUOffline(BaseException):
-    ...
-
-class SkynetDGPUOverloaded(BaseException):
-    ...
-
-class SkynetDGPUComputeError(BaseException):
-    ...
-
-class SkynetShutdownRequested(BaseException):
-    ...
-
-
-@acm
-async def open_rpc_service(sock, dgpu_bus, db_pool, tls_whitelist, tls_key):
-    nodes = OrderedDict()
-    wip_reqs = {}
-    fin_reqs = {}
-    heartbeats = {}
-    next_worker: Optional[int] = None
-    security = len(tls_whitelist) > 0
-
-    def connect_node(uid):
-        nonlocal next_worker
-        nodes[uid] = {
-            'task': None
-        }
-        logging.info(f'dgpu online: {uid}')
-
-        if not next_worker:
-            next_worker = 0
-
-    def disconnect_node(uid):
-        nonlocal next_worker
-        if uid not in nodes:
-            return
-        i = list(nodes.keys()).index(uid)
-        del nodes[uid]
-
-        if i < next_worker:
-            next_worker -= 1
-
-        if len(nodes) == 0:
-            logging.info('nw: None')
-            next_worker = None
-
-        logging.warning(f'dgpu offline: {uid}')
-
-    def is_worker_busy(nid: str):
-        return nodes[nid]['task'] != None
-
-    def are_all_workers_busy():
-        for nid in nodes.keys():
-            if not is_worker_busy(nid):
-                return False
-
-        return True
-
-    def get_next_worker():
-        nonlocal next_worker
-        logging.info('get next_worker called')
-        logging.info(f'pre next_worker: {next_worker}')
-
-        if next_worker == None:
-            raise SkynetDGPUOffline('No workers connected, try again later')
-
-        if are_all_workers_busy():
-            raise SkynetDGPUOverloaded('All workers are busy at the moment')
-
-
-        nid = list(nodes.keys())[next_worker]
-        while is_worker_busy(nid):
-            next_worker += 1
-
-            if next_worker >= len(nodes):
-                next_worker = 0
-
-            nid = list(nodes.keys())[next_worker]
-
-        next_worker += 1
-        if next_worker >= len(nodes):
-            next_worker = 0
-
-        logging.info(f'post next_worker: {next_worker}')
-
-        return nid
-
-    async def dgpu_heartbeat_service():
-        nonlocal heartbeats
-        while True:
-            await trio.sleep(60)
-            rid = uuid.uuid4().hex
-            beat_msg = DGPUBusMessage(
-                rid=rid,
-                nid='',
-                method='heartbeat'
-            )
-            heartbeats.clear()
-            heartbeats[rid] = int(time.time() * 1000)
-            await dgpu_bus.asend(beat_msg.SerializeToString())
-            logging.info('sent heartbeat')
-
-    async def dgpu_bus_streamer():
-        nonlocal wip_reqs, fin_reqs, heartbeats
-        while True:
-            raw_msg = await dgpu_bus.arecv()
-            logging.info(f'streamer got {len(raw_msg)} bytes.')
-            msg = DGPUBusMessage()
-            msg.ParseFromString(raw_msg)
-
-            if security:
-                verify_protobuf_msg(msg, tls_whitelist[msg.auth.cert])
-
-            rid = msg.rid
-
-            if msg.method == 'heartbeat':
-                sent_time = heartbeats[rid]
-                delta = msg.params['time'] - sent_time
-                logging.info(f'got heartbeat reply from {msg.nid}, ping: {delta}')
-                continue
-
-            if rid not in wip_reqs:
-                continue
-
-            if msg.method == 'binary-reply':
-                logging.info('bin reply, recv extra data')
-                raw_img = await dgpu_bus.arecv()
-                msg = (msg, raw_img)
-
-            fin_reqs[rid] = msg
-            event = wip_reqs[rid]
-            event.set()
-            del wip_reqs[rid]
-
-    async def dgpu_stream_one_img(req: DiffusionParameters, img_buf=None):
-        nonlocal wip_reqs, fin_reqs, next_worker
-        nid = get_next_worker()
-        idx = list(nodes.keys()).index(nid)
-        logging.info(f'dgpu_stream_one_img {idx}/{len(nodes)} {nid}')
-        rid = uuid.uuid4().hex
-        ack_event = trio.Event()
-        img_event = trio.Event()
-        wip_reqs[rid] = ack_event
-
-        nodes[nid]['task'] = rid
-
-        dgpu_req = DGPUBusMessage(
-            rid=rid,
-            nid=nid,
-            method='diffuse')
-        dgpu_req.params.update(req.to_dict())
-
-        if security:
-            dgpu_req.auth.cert = 'skynet'
-            dgpu_req.auth.sig = sign_protobuf_msg(dgpu_req, tls_key)
-
-        msg = dgpu_req.SerializeToString()
-        if img_buf:
-            logging.info(f'sending img of size {len(img_buf)} as attachment')
-            logging.info(img_buf[:10])
-            msg = f'BINEXT%$%$'.encode() + msg + b'%$%$' + img_buf
-
-        await dgpu_bus.asend(msg)
-
-        with trio.move_on_after(4):
-            await ack_event.wait()
-
-        logging.info(f'ack event: {ack_event.is_set()}')
-
-        if not ack_event.is_set():
-            disconnect_node(nid)
-            raise SkynetDGPUOffline('dgpu failed to acknowledge request')
-
-        ack_msg = fin_reqs[rid]
-        if 'ack' not in ack_msg.params:
-            disconnect_node(nid)
-            raise SkynetDGPUOffline('dgpu failed to acknowledge request')
-
-        wip_reqs[rid] = img_event
-        with trio.move_on_after(30):
-            await img_event.wait()
-
-        logging.info(f'img event: {ack_event.is_set()}')
-
-        if not img_event.is_set():
-            disconnect_node(nid)
-            raise SkynetDGPUComputeError('30 seconds timeout while processing request')
-
-        nodes[nid]['task'] = None
-
-        resp = fin_reqs[rid]
-        del fin_reqs[rid]
-        if isinstance(resp, tuple):
-            meta, img = resp
-            return rid, img, meta.params
-
-        raise SkynetDGPUComputeError(MessageToDict(resp.params))
-
-
-    async def handle_user_request(rpc_ctx, req):
-        try:
-            async with db_pool.acquire() as conn:
-                user = await get_or_create_user(conn, req.uid)
-
-                result = {}
-
-                match req.method:
-                    case 'txt2img':
-                        logging.info('txt2img')
-                        user_config = {**(await get_user_config(conn, user))}
-                        del user_config['id']
-                        user_config.update(MessageToDict(req.params))
-
-                        req = DiffusionParameters(**user_config, image=False)
-                        rid, img, meta = await dgpu_stream_one_img(req)
-                        logging.info(f'done streaming {rid}')
-                        result = {
-                            'id': rid,
-                            'img': img.hex(),
-                            'meta': meta
-                        }
-
-                        await update_user_stats(conn, user, last_prompt=user_config['prompt'])
-                        logging.info('updated user stats.')
-
-                    case 'img2img':
-                        logging.info('img2img')
-                        user_config = {**(await get_user_config(conn, user))}
-                        del user_config['id']
-
-                        params = MessageToDict(req.params)
-                        img_buf = bytes.fromhex(params['img'])
-                        del params['img']
-                        user_config.update(params)
-
-                        req = DiffusionParameters(**user_config, image=True)
-
-                        if not req.image:
-                            raise AssertionError('Didn\'t enable image flag for img2img?')
-
-                        rid, img, meta = await dgpu_stream_one_img(req, img_buf=img_buf)
-                        logging.info(f'done streaming {rid}')
-                        result = {
-                            'id': rid,
-                            'img': img.hex(),
-                            'meta': meta
-                        }
-
-                        await update_user_stats(conn, user, last_prompt=user_config['prompt'])
-                        logging.info('updated user stats.')
-
-                    case 'redo':
-                        logging.info('redo')
-                        user_config = {**(await get_user_config(conn, user))}
-                        del user_config['id']
-                        prompt = await get_last_prompt_of(conn, user)
-
-                        if prompt:
-                            req = DiffusionParameters(
-                                prompt=prompt,
-                                **user_config,
-                                image=False
-                            )
-                            rid, img, meta = await dgpu_stream_one_img(req)
-                            result = {
-                                'id': rid,
-                                'img': img.hex(),
-                                'meta': meta
-                            }
-                            await update_user_stats(conn, user)
-                            logging.info('updated user stats.')
-
-                        else:
-                            result = {
-                                'error': 'skynet_no_last_prompt',
-                                'message': 'No prompt to redo, do txt2img first'
-                            }
-
-                    case 'config':
-                        logging.info('config')
-                        if req.params['attr'] in CONFIG_ATTRS:
-                            logging.info(f'update: {req.params}')
-                            await update_user_config(
-                                conn, user, req.params['attr'], req.params['val'])
-                            logging.info('done')
-
-                        else:
-                            logging.warning(f'{req.params["attr"]} not in {CONFIG_ATTRS}')
-
-                    case 'stats':
-                        logging.info('stats')
-                        generated, joined, role = await get_user_stats(conn, user)
-
-                        result = {
-                            'generated': generated,
-                            'joined': joined.strftime(DATE_FORMAT),
-                            'role': role
-                        }
-
-                    case _:
-                        logging.warn('unknown method')
-
-        except SkynetDGPUOffline as e:
-            result = {
-                'error': 'skynet_dgpu_offline',
-                'message': str(e)
-            }
-
-        except SkynetDGPUOverloaded as e:
-            result = {
-                'error': 'skynet_dgpu_overloaded',
-                'message': str(e),
-                'nodes': len(nodes)
-            }
-
-        except SkynetDGPUComputeError as e:
-            result = {
-                'error': 'skynet_dgpu_compute_error',
-                'message': str(e)
-            }
-        except BaseException as e:
-            traceback.print_exception(type(e), e, e.__traceback__)
-            result = {
-                'error': 'skynet_internal_error',
-                'message': str(e)
-            }
-
-        resp = SkynetRPCResponse()
-        resp.result.update(result)
-
-        if security:
-            resp.auth.cert = 'skynet'
-            resp.auth.sig = sign_protobuf_msg(resp, tls_key)
-
-        logging.info('sending response')
-        await rpc_ctx.asend(resp.SerializeToString())
-        rpc_ctx.close()
-        logging.info('done')
-
-    async def request_service(n):
-        nonlocal next_worker
-        while True:
-            ctx = sock.new_context()
-            req = SkynetRPCRequest()
-            req.ParseFromString(await ctx.arecv())
-
-            if security:
-                if req.auth.cert not in tls_whitelist:
-                    logging.warning(
-                        f'{req.cert} not in tls whitelist and security=True')
-                    continue
-
-                try:
-                    verify_protobuf_msg(req, tls_whitelist[req.auth.cert])
-
-                except ValueError:
-                    logging.warning(
-                        f'{req.cert} sent an unauthenticated msg with security=True')
-                    continue
-
-            result = {}
-
-            match req.method:
-                case 'skynet_shutdown':
-                    raise SkynetShutdownRequested
-
-                case 'dgpu_online':
-                    connect_node(req.uid)
-
-                case 'dgpu_offline':
-                    disconnect_node(req.uid)
-
-                case 'dgpu_workers':
-                    result = len(nodes)
-
-                case 'dgpu_next':
-                    result = next_worker
-
-                case 'heartbeat':
-                    logging.info('beat')
-                    result = {'time': time.time()}
-
-                case _:
-                    n.start_soon(
-                        handle_user_request, ctx, req)
-                    continue
-
-            resp = SkynetRPCResponse()
-            resp.result.update({'ok': result})
-
-            if security:
-                resp.auth.cert = 'skynet'
-                resp.auth.sig = sign_protobuf_msg(resp, tls_key)
-
-            await ctx.asend(resp.SerializeToString())
-
-            ctx.close()
-
-
-    async with trio.open_nursery() as n:
-        n.start_soon(dgpu_bus_streamer)
-        n.start_soon(dgpu_heartbeat_service)
-        n.start_soon(request_service, n)
-        logging.info('starting rpc service')
-        yield
-        logging.info('stopping rpc service')
-        n.cancel_scope.cancel()
-
-
-@acm
-async def run_skynet(
-    db_user: str = DB_USER,
-    db_pass: str = DB_PASS,
-    db_host: str = DB_HOST,
-    rpc_address: str = DEFAULT_RPC_ADDR,
-    dgpu_address: str = DEFAULT_DGPU_ADDR,
-    security: bool = True
-):
-    logging.basicConfig(level=logging.INFO)
-    logging.info('skynet is starting')
-
-    tls_config = None
-    if security:
-        # load tls certs
-        certs_dir = Path(DEFAULT_CERTS_DIR).resolve()
-
-        tls_key_data = (certs_dir / DEFAULT_CERT_SKYNET_PRIV).read_text()
-        tls_key = load_privatekey(FILETYPE_PEM, tls_key_data)
-
-        tls_cert_data = (certs_dir / DEFAULT_CERT_SKYNET_PUB).read_text()
-        tls_cert = load_certificate(FILETYPE_PEM, tls_cert_data)
-
-        tls_whitelist = {}
-        for cert_path in (certs_dir / 'whitelist').glob('*.cert'):
-            tls_whitelist[cert_path.stem] = load_certificate(
-                FILETYPE_PEM, cert_path.read_text())
-
-        cert_start = tls_cert_data.index('\n') + 1
-        logging.info(f'tls_cert: {tls_cert_data[cert_start:cert_start+64]}...')
-        logging.info(f'tls_whitelist len: {len(tls_whitelist)}')
-
-        rpc_address = 'tls+' + rpc_address
-        dgpu_address = 'tls+' + dgpu_address
-        tls_config = TLSConfig(
-            TLSConfig.MODE_SERVER,
-            own_key_string=tls_key_data,
-            own_cert_string=tls_cert_data)
-
-    with (
-        pynng.Rep0(recv_max_size=0) as rpc_sock,
-        pynng.Bus0(recv_max_size=0) as dgpu_bus
-    ):
-        async with open_database_connection(
-            db_user, db_pass, db_host) as db_pool:
-
-            logging.info('connected to db.')
-            if security:
-                rpc_sock.tls_config = tls_config
-                dgpu_bus.tls_config = tls_config
-
-            rpc_sock.listen(rpc_address)
-            dgpu_bus.listen(dgpu_address)
-
-            try:
-                async with open_rpc_service(
-                    rpc_sock, dgpu_bus, db_pool, tls_whitelist, tls_key):
-                    yield
-
-            except SkynetShutdownRequested:
-                ...
-
-        logging.info('disconnected from db.')

skynet/cli.py

@@ -1,25 +1,17 @@
 #!/usr/bin/python
-import importlib.util
-torch_enabled = importlib.util.find_spec('torch') != None
 
-import os
 import json
+import logging
+import random
 
-from typing import Optional
 from functools import partial
 
-import trio
 import click
-import trio_asyncio
 
-if torch_enabled:
+from leap.sugar import Name, asset_from_str
-    from . import utils
-    from .dgpu import open_dgpu_node
 
-from .brain import run_skynet
+from .config import *
-from .constants import ALGOS, DEFAULT_RPC_ADDR, DEFAULT_DGPU_ADDR
+from .constants import *
-
-from .frontend.telegram import run_skynet_telegram
 
 
 @click.group()
@@ -38,11 +30,16 @@ def skynet(*args, **kwargs):
 @click.option('--steps', '-s', default=26)
 @click.option('--seed', '-S', default=None)
 def txt2img(*args, **kwargs):
-    assert 'HF_TOKEN' in os.environ
+    from . import utils
-    utils.txt2img(os.environ['HF_TOKEN'], **kwargs)
+
+    config = load_skynet_toml()
+    hf_token = load_key(config, 'skynet.dgpu.hf_token')
+    hf_home = load_key(config, 'skynet.dgpu.hf_home')
+    set_hf_vars(hf_token, hf_home)
+    utils.txt2img(hf_token, **kwargs)
 
 @click.command()
-@click.option('--model', '-m', default='midj')
+@click.option('--model', '-m', default=list(MODELS.keys())[0])
 @click.option(
     '--prompt', '-p', default='a red old tractor in a sunny wheat field')
 @click.option('--input', '-i', default='input.png')
@@ -52,9 +49,13 @@ def txt2img(*args, **kwargs):
 @click.option('--steps', '-s', default=26)
 @click.option('--seed', '-S', default=None)
 def img2img(model, prompt, input, output, strength, guidance, steps, seed):
-    assert 'HF_TOKEN' in os.environ
+    from . import utils
+    config = load_skynet_toml()
+    hf_token = load_key(config, 'skynet.dgpu.hf_token')
+    hf_home = load_key(config, 'skynet.dgpu.hf_home')
+    set_hf_vars(hf_token, hf_home)
     utils.img2img(
-        os.environ['HF_TOKEN'],
+        hf_token,
         model=model,
         prompt=prompt,
         img_path=input,
@@ -70,101 +71,451 @@ def img2img(model, prompt, input, output, strength, guidance, steps, seed):
 @click.option('--output', '-o', default='output.png')
 @click.option('--model', '-m', default='weights/RealESRGAN_x4plus.pth')
 def upscale(input, output, model):
+    from . import utils
     utils.upscale(
         img_path=input,
         output=output,
         model_path=model)
 
 
+@skynet.command()
+def download():
+    from . import utils
+    config = load_skynet_toml()
+    hf_token = load_key(config, 'skynet.dgpu.hf_token')
+    hf_home = load_key(config, 'skynet.dgpu.hf_home')
+    set_hf_vars(hf_token, hf_home)
+    utils.download_all_models(hf_token, hf_home)
+
+@skynet.command()
+@click.option(
+    '--reward', '-r', default='20.0000 GPU')
+@click.option('--jobs', '-j', default=1)
+@click.option('--model', '-m', default='stabilityai/stable-diffusion-xl-base-1.0')
+@click.option(
+    '--prompt', '-p', default='a red old tractor in a sunny wheat field')
+@click.option('--output', '-o', default='output.png')
+@click.option('--width', '-w', default=1024)
+@click.option('--height', '-h', default=1024)
+@click.option('--guidance', '-g', default=10)
+@click.option('--step', '-s', default=26)
+@click.option('--seed', '-S', default=None)
+@click.option('--upscaler', '-U', default='x4')
+@click.option('--binary_data', '-b', default='')
+@click.option('--strength', '-Z', default=None)
+def enqueue(
+    reward: str,
+    jobs: int,
+    **kwargs
+):
+    import trio
+    from leap.cleos import CLEOS
+
+    config = load_skynet_toml()
+
+    key = load_key(config, 'skynet.user.key')
+    account = load_key(config, 'skynet.user.account')
+    permission = load_key(config, 'skynet.user.permission')
+    node_url = load_key(config, 'skynet.user.node_url')
+
+    cleos = CLEOS(None, None, url=node_url, remote=node_url)
+
+    binary = kwargs['binary_data']
+    if not kwargs['strength']:
+        if binary:
+            raise ValueError('strength -Z param required if binary data passed')
+
+        del kwargs['strength']
+
+    else:
+        kwargs['strength'] = float(kwargs['strength'])
+
+    async def enqueue_n_jobs():
+        for i in range(jobs):
+            if not kwargs['seed']:
+                kwargs['seed'] = random.randint(0, 10e9)
+
+            req = json.dumps({
+                'method': 'diffuse',
+                'params': kwargs
+            })
+
+            res = await cleos.a_push_action(
+                'telos.gpu',
+                'enqueue',
+                {
+                    'user': Name(account),
+                    'request_body': req,
+                    'binary_data': binary,
+                    'reward': asset_from_str(reward),
+                    'min_verification': 1
+                },
+                account, key, permission,
+            )
+            print(res)
+
+    trio.run(enqueue_n_jobs)
+
+
+@skynet.command()
+@click.option('--loglevel', '-l', default='INFO', help='Logging level')
+def clean(
+    loglevel: str,
+):
+    import trio
+    from leap.cleos import CLEOS
+
+    config = load_skynet_toml()
+    key = load_key(config, 'skynet.user.key')
+    account = load_key(config, 'skynet.user.account')
+    permission = load_key(config, 'skynet.user.permission')
+    node_url = load_key(config, 'skynet.user.node_url')
+
+    logging.basicConfig(level=loglevel)
+    cleos = CLEOS(None, None, url=node_url, remote=node_url)
+    trio.run(
+        partial(
+            cleos.a_push_action,
+            'telos.gpu',
+            'clean',
+            {},
+            account, key, permission=permission
+        )
+    )
+
+@skynet.command()
+def queue():
+    import requests
+    config = load_skynet_toml()
+    node_url = load_key(config, 'skynet.user.node_url')
+    resp = requests.post(
+        f'{node_url}/v1/chain/get_table_rows',
+        json={
+            'code': 'telos.gpu',
+            'table': 'queue',
+            'scope': 'telos.gpu',
+            'json': True
+        }
+    )
+    print(json.dumps(resp.json(), indent=4))
+
+@skynet.command()
+@click.argument('request-id')
+def status(request_id: int):
+    import requests
+    config = load_skynet_toml()
+    node_url = load_key(config, 'skynet.user.node_url')
+    resp = requests.post(
+        f'{node_url}/v1/chain/get_table_rows',
+        json={
+            'code': 'telos.gpu',
+            'table': 'status',
+            'scope': request_id,
+            'json': True
+        }
+    )
+    print(json.dumps(resp.json(), indent=4))
+
+@skynet.command()
+@click.argument('request-id')
+def dequeue(request_id: int):
+    import trio
+    from leap.cleos import CLEOS
+
+    config = load_skynet_toml()
+    key = load_key(config, 'skynet.user.key')
+    account = load_key(config, 'skynet.user.account')
+    permission = load_key(config, 'skynet.user.permission')
+    node_url = load_key(config, 'skynet.user.node_url')
+
+    cleos = CLEOS(None, None, url=node_url, remote=node_url)
+    res = trio.run(
+        partial(
+            cleos.a_push_action,
+            'telos.gpu',
+            'dequeue',
+            {
+                'user': Name(account),
+                'request_id': int(request_id),
+            },
+            account, key, permission=permission
+        )
+    )
+    print(res)
+
+
+@skynet.command()
+@click.option(
+    '--token-contract', '-c', default='eosio.token')
+@click.option(
+    '--token-symbol', '-S', default='4,GPU')
+def config(
+    token_contract: str,
+    token_symbol: str
+):
+    import trio
+    from leap.cleos import CLEOS
+
+    config = load_skynet_toml()
+
+    key = load_key(config, 'skynet.user.key')
+    account = load_key(config, 'skynet.user.account')
+    permission = load_key(config, 'skynet.user.permission')
+    node_url = load_key(config, 'skynet.user.node_url')
+
+    cleos = CLEOS(None, None, url=node_url, remote=node_url)
+    res = trio.run(
+        partial(
+            cleos.a_push_action,
+            'telos.gpu',
+            'config',
+            {
+                'token_contract': token_contract,
+                'token_symbol': token_symbol,
+            },
+            account, key, permission=permission
+        )
+    )
+    print(res)
+
+
+@skynet.command()
+@click.argument('quantity')
+def deposit(quantity: str):
+    import trio
+    from leap.cleos import CLEOS
+
+    config = load_skynet_toml()
+
+    key = load_key(config, 'skynet.user.key')
+    account = load_key(config, 'skynet.user.account')
+    permission = load_key(config, 'skynet.user.permission')
+    node_url = load_key(config, 'skynet.user.node_url')
+    cleos = CLEOS(None, None, url=node_url, remote=node_url)
+
+    res = trio.run(
+        partial(
+            cleos.a_push_action,
+            'telos.gpu',
+            'transfer',
+            {
+                'sender': Name(account),
+                'recipient': Name('telos.gpu'),
+                'amount': asset_from_str(quantity),
+                'memo': f'{account} transferred {quantity} to telos.gpu'
+            },
+            account, key, permission=permission
+        )
+    )
+    print(res)
+
+
 @skynet.group()
 def run(*args, **kwargs):
     pass
 
+@run.command()
+def db():
+    from .db import open_new_database
+
+    logging.basicConfig(level=logging.INFO)
+    with open_new_database(cleanup=False) as db_params:
+        container, passwd, host = db_params
+        logging.info(('skynet', passwd, host))
 
 @run.command()
-@click.option('--loglevel', '-l', default='warning', help='Logging level')
+def nodeos():
+    from .nodeos import open_nodeos
+
+    logging.basicConfig(filename='skynet-nodeos.log', level=logging.INFO)
+    with open_nodeos(cleanup=False):
+        ...
+
+@run.command()
+@click.option('--loglevel', '-l', default='INFO', help='Logging level')
 @click.option(
-    '--host', '-H', default=DEFAULT_RPC_ADDR)
+    '--config-path', '-c', default=DEFAULT_CONFIG_PATH)
-@click.option(
+def dgpu(
-    '--host-dgpu', '-D', default=DEFAULT_DGPU_ADDR)
+    loglevel: str,
+    config_path: str
+):
+    import trio
+    from .dgpu import open_dgpu_node
+
+    logging.basicConfig(level=loglevel)
+
+    config = load_skynet_toml(file_path=config_path)
+    hf_token = load_key(config, 'skynet.dgpu.hf_token')
+    hf_home = load_key(config, 'skynet.dgpu.hf_home')
+    set_hf_vars(hf_token, hf_home)
+
+    assert 'skynet' in config
+    assert 'dgpu' in config['skynet']
+
+    trio.run(open_dgpu_node, config['skynet']['dgpu'])
+
+
+@run.command()
+@click.option('--loglevel', '-l', default='INFO', help='logging level')
 @click.option(
     '--db-host', '-h', default='localhost:5432')
 @click.option(
-    '--db-pass', '-p', default='password')
+    '--db-user', '-u', default='skynet')
-def brain(
-    loglevel: str,
-    host: str,
-    host_dgpu: str,
-    db_host: str,
-    db_pass: str
-):
-    async def _run_skynet():
-        async with run_skynet(
-            db_host=db_host,
-            db_pass=db_pass,
-            rpc_address=host,
-            dgpu_address=host_dgpu
-        ):
-            await trio.sleep_forever()
-
-    trio_asyncio.run(_run_skynet)
-
-
-@run.command()
-@click.option('--loglevel', '-l', default='warning', help='Logging level')
 @click.option(
-    '--uid', '-u', required=True)
+    '--db-pass', '-u', default='password')
-@click.option(
-    '--key', '-k', default='dgpu')
-@click.option(
-    '--cert', '-c', default='whitelist/dgpu')
-@click.option(
-    '--algos', '-a', default=json.dumps(['midj']))
-@click.option(
-    '--rpc', '-r', default=DEFAULT_RPC_ADDR)
-@click.option(
-    '--dgpu', '-d', default=DEFAULT_DGPU_ADDR)
-def dgpu(
-    loglevel: str,
-    uid: str,
-    key: str,
-    cert: str,
-    algos: str,
-    rpc: str,
-    dgpu: str
-):
-    trio.run(
-        partial(
-            open_dgpu_node,
-            cert,
-            uid,
-            key_name=key,
-            rpc_address=rpc,
-            dgpu_address=dgpu,
-            initial_algos=json.loads(algos)
-    ))
-
-
-@run.command()
-@click.option('--loglevel', '-l', default='warning', help='Logging level')
-@click.option(
-    '--key', '-k', default='telegram-frontend')
-@click.option(
-    '--cert', '-c', default='whitelist/telegram-frontend')
-@click.option(
-    '--rpc', '-r', default=DEFAULT_RPC_ADDR)
 def telegram(
     loglevel: str,
-    key: str,
+    db_host: str,
-    cert: str,
+    db_user: str,
-    rpc: str
+    db_pass: str
 ):
-    assert 'TG_TOKEN' in os.environ
+    import asyncio
-    trio_asyncio.run(
+    from .frontend.telegram import SkynetTelegramFrontend
-        partial(
+
-            run_skynet_telegram,
+    logging.basicConfig(level=loglevel)
-            os.environ['TG_TOKEN'],
+
-            key_name=key,
+    config = load_skynet_toml()
-            cert_name=cert,
+    tg_token = load_key(config, 'skynet.telegram.tg_token')
-            rpc_address=rpc
+
-    ))
+    key = load_key(config, 'skynet.telegram.key')
+    account = load_key(config, 'skynet.telegram.account')
+    permission = load_key(config, 'skynet.telegram.permission')
+    node_url = load_key(config, 'skynet.telegram.node_url')
+    hyperion_url = load_key(config, 'skynet.telegram.hyperion_url')
+
+    try:
+        ipfs_gateway_url = load_key(config, 'skynet.telegram.ipfs_gateway_url')
+
+    except ConfigParsingError:
+        ipfs_gateway_url = None
+
+    ipfs_url = load_key(config, 'skynet.telegram.ipfs_url')
+
+    try:
+        explorer_domain = load_key(config, 'skynet.telegram.explorer_domain')
+
+    except ConfigParsingError:
+        explorer_domain = DEFAULT_EXPLORER_DOMAIN
+
+    try:
+        ipfs_domain = load_key(config, 'skynet.telegram.ipfs_domain')
+
+    except ConfigParsingError:
+        ipfs_domain = DEFAULT_IPFS_DOMAIN
+
+    async def _async_main():
+        frontend = SkynetTelegramFrontend(
+            tg_token,
+            account,
+            permission,
+            node_url,
+            hyperion_url,
+            db_host, db_user, db_pass,
+            ipfs_url,
+            remote_ipfs_node=ipfs_gateway_url,
+            key=key,
+            explorer_domain=explorer_domain,
+            ipfs_domain=ipfs_domain
+        )
+
+        async with frontend.open():
+            await frontend.bot.infinity_polling()
+
+
+    asyncio.run(_async_main())
+
+
+@run.command()
+@click.option('--loglevel', '-l', default='INFO', help='logging level')
+@click.option(
+    '--db-host', '-h', default='localhost:5432')
+@click.option(
+    '--db-user', '-u', default='skynet')
+@click.option(
+    '--db-pass', '-u', default='password')
+def discord(
+    loglevel: str,
+    db_host: str,
+    db_user: str,
+    db_pass: str
+):
+    import asyncio
+    from .frontend.discord import SkynetDiscordFrontend
+
+    logging.basicConfig(level=loglevel)
+
+    config = load_skynet_toml()
+    dc_token = load_key(config, 'skynet.discord.dc_token')
+
+    key = load_key(config, 'skynet.discord.key')
+    account = load_key(config, 'skynet.discord.account')
+    permission = load_key(config, 'skynet.discord.permission')
+    node_url = load_key(config, 'skynet.discord.node_url')
+    hyperion_url = load_key(config, 'skynet.discord.hyperion_url')
+
+    ipfs_gateway_url = load_key(config, 'skynet.discord.ipfs_gateway_url')
+    ipfs_url = load_key(config, 'skynet.discord.ipfs_url')
+
+    try:
+        explorer_domain = load_key(config, 'skynet.discord.explorer_domain')
+
+    except ConfigParsingError:
+        explorer_domain = DEFAULT_EXPLORER_DOMAIN
+
+    try:
+        ipfs_domain = load_key(config, 'skynet.discord.ipfs_domain')
+
+    except ConfigParsingError:
+        ipfs_domain = DEFAULT_IPFS_DOMAIN
+
+    async def _async_main():
+        frontend = SkynetDiscordFrontend(
+            # dc_token,
+            account,
+            permission,
+            node_url,
+            hyperion_url,
+            db_host, db_user, db_pass,
+            ipfs_url,
+            remote_ipfs_node=ipfs_gateway_url,
+            key=key,
+            explorer_domain=explorer_domain,
+            ipfs_domain=ipfs_domain
+        )
+
+        async with frontend.open():
+            await frontend.bot.start(dc_token)
+
+    asyncio.run(_async_main())
+
+
+@run.command()
+@click.option('--loglevel', '-l', default='INFO', help='logging level')
+@click.option('--name', '-n', default='skynet-ipfs', help='container name')
+@click.option('--peer', '-p', default=(), help='connect to peer', multiple=True, type=str)
+def ipfs(loglevel, name, peer):
+    from skynet.ipfs.docker import open_ipfs_node
+
+    logging.basicConfig(level=loglevel)
+    with open_ipfs_node(name=name, peers=peer):
+        ...
+
+@run.command()
+@click.option('--loglevel', '-l', default='INFO', help='logging level')
+def pinner(loglevel):
+    import trio
+    from leap.hyperion import HyperionAPI
+    from .ipfs import AsyncIPFSHTTP
+    from .ipfs.pinner import SkynetPinner
+
+    config = load_skynet_toml()
+    hyperion_url = load_key(config, 'skynet.pinner.hyperion_url')
+    ipfs_url = load_key(config, 'skynet.pinner.ipfs_url')
+
+    logging.basicConfig(level=loglevel)
+    ipfs_node = AsyncIPFSHTTP(ipfs_url)
+    hyperion = HyperionAPI(hyperion_url)
+
+    pinner = SkynetPinner(hyperion, ipfs_node)
+
+    trio.run(pinner.pin_forever)

skynet/config.py

@@ -0,0 +1,33 @@
+#!/usr/bin/python
+
+import os
+import toml
+
+from pathlib import Path
+
+from .constants import DEFAULT_CONFIG_PATH
+
+
+class ConfigParsingError(BaseException):
+    ...
+
+
+def load_skynet_toml(file_path=DEFAULT_CONFIG_PATH) -> dict:
+    config = toml.load(file_path)
+    return config
+
+
+def load_key(config: dict, key: str) -> str:
+    for skey in key.split('.'):
+        if skey not in config:
+            conf_keys = [k for k in config]
+            raise ConfigParsingError(f'key \"{skey}\" not in {conf_keys}')
+
+        config = config[skey]
+
+    return config
+
+
+def set_hf_vars(hf_token: str, hf_home: str):
+    os.environ['HF_TOKEN'] = hf_token
+    os.environ['HF_HOME'] = hf_home

skynet/constants.py

@@ -1,26 +1,36 @@
 #!/usr/bin/python
 
-VERSION = '0.1a8'
+VERSION = '0.1a12'
 
 DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda'
 
-DB_HOST = 'localhost:5432'
+MODELS = {
-DB_USER = 'skynet'
+    'prompthero/openjourney':                   {'short': 'midj',        'mem': 6},
-DB_PASS = 'password'
+    'runwayml/stable-diffusion-v1-5':           {'short': 'stable',      'mem': 6},
-DB_NAME = 'skynet'
+    'stabilityai/stable-diffusion-2-1-base':    {'short': 'stable2',     'mem': 6},
+    'snowkidy/stable-diffusion-xl-base-0.9':    {'short': 'stablexl0.9', 'mem': 8.3},
+    'Linaqruf/anything-v3.0':                   {'short': 'hdanime',     'mem': 6},
+    'hakurei/waifu-diffusion':                  {'short': 'waifu',       'mem': 6},
+    'nitrosocke/Ghibli-Diffusion':              {'short': 'ghibli',      'mem': 6},
+    'dallinmackay/Van-Gogh-diffusion':          {'short': 'van-gogh',    'mem': 6},
+    'lambdalabs/sd-pokemon-diffusers':          {'short': 'pokemon',     'mem': 6},
+    'Envvi/Inkpunk-Diffusion':                  {'short': 'ink',         'mem': 6},
+    'nousr/robo-diffusion':                     {'short': 'robot',       'mem': 6},
 
-ALGOS = {
+    # default is always last
-    'midj': 'prompthero/openjourney',
+    'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl',    'mem': 8.3},
-    'stable': 'runwayml/stable-diffusion-v1-5',
-    'hdanime': 'Linaqruf/anything-v3.0',
-    'waifu': 'hakurei/waifu-diffusion',
-    'ghibli': 'nitrosocke/Ghibli-Diffusion',
-    'van-gogh': 'dallinmackay/Van-Gogh-diffusion',
-    'pokemon': 'lambdalabs/sd-pokemon-diffusers',
-    'ink': 'Envvi/Inkpunk-Diffusion',
-    'robot': 'nousr/robo-diffusion'
 }
 
+SHORT_NAMES = [
+    model_info['short']
+    for model_info in MODELS.values()
+]
+
+def get_model_by_shortname(short: str):
+    for model, info in MODELS.items():
+        if short == info['short']:
+            return model
+
 N = '\n'
 HELP_TEXT = f'''
 test art bot v{VERSION}
@@ -29,6 +39,7 @@ commands work on a user per user basis!
 config is individual to each user!
 
 /txt2img TEXT - request an image based on a prompt
+/img2img <attach_image> TEXT - request an image base on an image and a prompt
 
 /redo - redo last command (only works for txt2img for now!)
 
@@ -40,18 +51,22 @@ config is individual to each user!
 /donate - see donation info
 
 /config algo NAME - select AI to use one of:
+/config model NAME - select AI to use one of:
 
-{N.join(ALGOS.keys())}
+{N.join(SHORT_NAMES)}
 
 /config step NUMBER - set amount of iterations
-/config seed NUMBER - set the seed, deterministic results!
+/config seed [auto|NUMBER] - set the seed, deterministic results!
-/config size WIDTH HEIGHT - set size in pixels
+/config width NUMBER - set horizontal size in pixels
+/config height NUMBER - set vertical size in pixels
+/config upscaler [off/x4] - enable/disable x4 size upscaler
 /config guidance NUMBER - prompt text importance
+/config strength NUMBER - importance of the input image for img2img
 '''
 
 UNKNOWN_CMD_TEXT = 'Unknown command! Try sending \"/help\"'
 
-DONATION_INFO = '0xf95335682DF281FFaB7E104EB87B69625d9622B6\ngoal: 25/650usd'
+DONATION_INFO = '0xf95335682DF281FFaB7E104EB87B69625d9622B6\ngoal: 0.0465/1.0000 ETH'
 
 COOL_WORDS = [
     'cyberpunk',
@@ -76,6 +91,28 @@ COOL_WORDS = [
     'michelangelo'
 ]
 
+CLEAN_COOL_WORDS = [
+    'cyberpunk',
+    'soviet propaganda poster',
+    'rastafari',
+    'cannabis',
+    'art deco',
+    'H R Giger Necronom IV',
+    'dimethyltryptamine',
+    'lysergic',
+    'psilocybin',
+    'trippy',
+    'lucy in the sky with diamonds',
+    'fractal',
+    'da vinci',
+    'pencil illustration',
+    'blueprint',
+    'internal diagram',
+    'baroque',
+    'the last judgment',
+    'michelangelo'
+]
+
 HELP_TOPICS = {
     'step': '''
 Diffusion models are iterative processes – a repeated cycle that starts with a\
@@ -91,7 +128,16 @@ quality.
     'guidance': '''
 The guidance scale is a parameter that controls how much the image generation\
  process follows the text prompt. The higher the value, the more image sticks\
- to a given text input.
+ to a given text input. Value range 0 to 20. Recomended range: 4.5-7.5.
+''',
+
+    'strength': '''
+Noise is added to the image you use as an init image for img2img, and then the\
+ diffusion process continues according to the prompt. The amount of noise added\
+ depends on the \"Strength of img2img\"” parameter, which ranges from 0 to 1,\
+ where 0 adds no noise at all and you will get the exact image you added, and\
+ 1 completely replaces the image with noise and almost acts as if you used\
+ normal txt2img instead of img2img.
 '''
 }
 
@@ -103,32 +149,26 @@ MP_ENABLED_ROLES = ['god']
 
 MIN_STEP = 1
 MAX_STEP = 100
-MAX_WIDTH = 512
+MAX_WIDTH = 1024
-MAX_HEIGHT = 656
+MAX_HEIGHT = 1024
 MAX_GUIDANCE = 20
 
 DEFAULT_SEED = None
-DEFAULT_WIDTH = 512
+DEFAULT_WIDTH = 1024
-DEFAULT_HEIGHT = 512
+DEFAULT_HEIGHT = 1024
 DEFAULT_GUIDANCE = 7.5
 DEFAULT_STRENGTH = 0.5
-DEFAULT_STEP = 35
+DEFAULT_STEP = 28
 DEFAULT_CREDITS = 10
-DEFAULT_ALGO = 'midj'
+DEFAULT_MODEL = list(MODELS.keys())[-1]
 DEFAULT_ROLE = 'pleb'
 DEFAULT_UPSCALER = None
 
-DEFAULT_CERTS_DIR = 'certs'
+DEFAULT_CONFIG_PATH = 'skynet.toml'
-DEFAULT_CERT_WHITELIST_DIR = 'whitelist'
-DEFAULT_CERT_SKYNET_PUB = 'brain.cert'
-DEFAULT_CERT_SKYNET_PRIV = 'brain.key'
-DEFAULT_CERT_DGPU = 'dgpu.key'
 
-DEFAULT_RPC_ADDR = 'tcp://127.0.0.1:41000'
+DEFAULT_INITAL_MODELS = [
-
+    'stabilityai/stable-diffusion-xl-base-1.0'
-DEFAULT_DGPU_ADDR = 'tcp://127.0.0.1:41069'
+]
-DEFAULT_DGPU_MAX_TASKS = 2
-DEFAULT_INITAL_ALGOS = ['midj', 'stable', 'ink']
 
 DATE_FORMAT = '%B the %dth %Y, %H:%M:%S'
 
@@ -142,3 +182,14 @@ CONFIG_ATTRS = [
     'strength',
     'upscaler'
 ]
+
+DEFAULT_EXPLORER_DOMAIN = 'explorer.skygpu.net'
+DEFAULT_IPFS_DOMAIN = 'ipfs.skygpu.net'
+
+DEFAULT_IPFS_REMOTE = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv'
+DEFAULT_IPFS_LOCAL = 'http://127.0.0.1:5001'
+
+TG_MAX_WIDTH = 1280
+TG_MAX_HEIGHT = 1280
+
+DEFAULT_SINGLE_CARD_MAP = 'cuda:0'

skynet/db.py

@@ -1,245 +0,0 @@
-#!/usr/bin/python
-
-import logging
-
-from typing import Optional
-from datetime import datetime
-from contextlib import asynccontextmanager as acm
-
-import trio
-import triopg
-import trio_asyncio
-
-from asyncpg.exceptions import UndefinedColumnError
-
-from .constants import *
-
-
-DB_INIT_SQL = '''
-CREATE SCHEMA IF NOT EXISTS skynet;
-
-CREATE TABLE IF NOT EXISTS skynet.user(
-   id SERIAL PRIMARY KEY NOT NULL,
-   tg_id BIGINT,
-   wp_id VARCHAR(128),
-   mx_id VARCHAR(128),
-   ig_id VARCHAR(128),
-   generated INT NOT NULL,
-   joined DATE NOT NULL,
-   last_prompt TEXT,
-   role VARCHAR(128) NOT NULL
-);
-ALTER TABLE skynet.user
-    ADD CONSTRAINT tg_unique
-    UNIQUE (tg_id);
-ALTER TABLE skynet.user
-    ADD CONSTRAINT wp_unique
-    UNIQUE (wp_id);
-ALTER TABLE skynet.user
-    ADD CONSTRAINT mx_unique
-    UNIQUE (mx_id);
-ALTER TABLE skynet.user
-    ADD CONSTRAINT ig_unique
-    UNIQUE (ig_id);
-
-CREATE TABLE IF NOT EXISTS skynet.user_config(
-    id SERIAL NOT NULL,
-    algo VARCHAR(128) NOT NULL,
-    step INT NOT NULL,
-    width INT NOT NULL,
-    height INT NOT NULL,
-    seed BIGINT,
-    guidance REAL NOT NULL,
-    strength REAL NOT NULL,
-    upscaler VARCHAR(128)
-);
-ALTER TABLE skynet.user_config
-    ADD FOREIGN KEY(id)
-    REFERENCES skynet.user(id);
-'''
-
-
-def try_decode_uid(uid: str):
-    try:
-        return None, int(uid)
-    except ValueError:
-        ...
-
-    try:
-        proto, uid = uid.split('+')
-        uid = int(uid)
-        return proto, uid
-
-    except ValueError:
-        logging.warning(f'got non chat proto uid?: {uid}')
-        return None, None
-
-
-@acm
-async def open_database_connection(
-    db_user: str = DB_USER,
-    db_pass: str = DB_PASS,
-    db_host: str = DB_HOST,
-    db_name: str = DB_NAME
-):
-    async with trio_asyncio.open_loop() as loop:
-        async with triopg.create_pool(
-            dsn=f'postgres://{db_user}:{db_pass}@{db_host}/{db_name}'
-        ) as pool_conn:
-            async with pool_conn.acquire() as conn:
-                res = await conn.execute(f'''
-                    select distinct table_schema
-                    from information_schema.tables
-                    where table_schema = \'{db_name}\'
-                ''')
-                if '1' in res:
-                    logging.info('schema already in db, skipping init')
-                else:
-                    await conn.execute(DB_INIT_SQL)
-
-            yield pool_conn
-
-
-async def get_user(conn, uid: str):
-    if isinstance(uid, str):
-        proto, uid = try_decode_uid(uid)
-
-        match proto:
-            case 'tg':
-                stmt = await conn.prepare(
-                    'SELECT * FROM skynet.user WHERE tg_id = $1')
-                user = await stmt.fetchval(uid)
-
-            case _:
-                user = None
-
-        return user
-
-    else:  # asumme is our uid
-        stmt = await conn.prepare(
-            'SELECT * FROM skynet.user WHERE id = $1')
-        return await stmt.fetchval(uid)
-
-
-async def get_user_config(conn, user: int):
-    stmt = await conn.prepare(
-        'SELECT * FROM skynet.user_config WHERE id = $1')
-    return (await stmt.fetch(user))[0]
-
-
-async def get_last_prompt_of(conn, user: int):
-    stmt = await conn.prepare(
-        'SELECT last_prompt FROM skynet.user WHERE id = $1')
-    return await stmt.fetchval(user)
-
-
-async def new_user(conn, uid: str):
-    if await get_user(conn, uid):
-        raise ValueError('User already present on db')
-
-    logging.info(f'new user! {uid}')
-
-    date = datetime.utcnow()
-
-    proto, pid = try_decode_uid(uid)
-
-    async with conn.transaction():
-        match proto:
-            case 'tg':
-                tg_id = pid
-                stmt = await conn.prepare('''
-                    INSERT INTO skynet.user(
-                        tg_id, generated, joined, last_prompt, role)
-
-                    VALUES($1, $2, $3, $4, $5)
-                    ON CONFLICT DO NOTHING
-                ''')
-                await stmt.fetch(
-                    tg_id, 0, date, None, DEFAULT_ROLE
-                )
-                new_uid = await get_user(conn, uid)
-
-            case None:
-                stmt = await conn.prepare('''
-                    INSERT INTO skynet.user(
-                        id, generated, joined, last_prompt, role)
-
-                    VALUES($1, $2, $3, $4, $5)
-                    ON CONFLICT DO NOTHING
-                ''')
-                await stmt.fetch(
-                    pid, 0, date, None, DEFAULT_ROLE
-                )
-                new_uid = pid
-
-        stmt = await conn.prepare('''
-            INSERT INTO skynet.user_config(
-                id, algo, step, width, height, seed, guidance, strength, upscaler)
-
-            VALUES($1, $2, $3, $4, $5, $6, $7, $8, $9)
-            ON CONFLICT DO NOTHING
-        ''')
-        user = await stmt.fetch(
-            new_uid,
-            DEFAULT_ALGO,
-            DEFAULT_STEP,
-            DEFAULT_WIDTH,
-            DEFAULT_HEIGHT,
-            DEFAULT_SEED,
-            DEFAULT_GUIDANCE,
-            DEFAULT_STRENGTH,
-            DEFAULT_UPSCALER
-        )
-
-    return new_uid
-
-
-async def get_or_create_user(conn, uid: str):
-    user = await get_user(conn, uid)
-
-    if not user:
-        user = await new_user(conn, uid)
-
-    return user
-
-async def update_user(conn, user: int, attr: str, val):
-    stmt = await conn.prepare(f'''
-        UPDATE skynet.user
-        SET {attr} = $2
-        WHERE id = $1
-    ''')
-    await stmt.fetch(user, val)
-
-async def update_user_config(conn, user: int, attr: str, val):
-    stmt = await conn.prepare(f'''
-        UPDATE skynet.user_config
-        SET {attr} = $2
-        WHERE id = $1
-    ''')
-    await stmt.fetch(user, val)
-
-
-async def get_user_stats(conn, user: int):
-    stmt = await conn.prepare('''
-        SELECT generated,joined,role FROM skynet.user
-        WHERE id = $1
-    ''')
-    records = await stmt.fetch(user)
-    assert len(records) == 1
-    record = records[0]
-    return record
-
-async def update_user_stats(
-    conn,
-    user: int,
-    last_prompt: Optional[str] = None
-):
-    stmt = await conn.prepare('''
-        UPDATE skynet.user
-        SET generated = generated + 1
-        WHERE id = $1
-    ''')
-    await stmt.fetch(user)
-
-    if last_prompt:
-        await update_user(conn, user, 'last_prompt', last_prompt)

skynet/db/__init__.py

@@ -0,0 +1,3 @@
+#!/usr/bin/python
+
+from .functions import open_new_database, open_database_connection

skynet/db/functions.py

@@ -0,0 +1,368 @@
+#!/usr/bin/python
+
+import time
+import random
+import string
+import logging
+import importlib
+
+from datetime import datetime
+from contextlib import contextmanager as cm
+from contextlib import asynccontextmanager as acm
+
+import docker
+import asyncpg
+import psycopg2
+
+from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
+
+from ..constants import *
+
+
+DB_INIT_SQL = '''
+CREATE SCHEMA IF NOT EXISTS skynet;
+
+CREATE TABLE IF NOT EXISTS skynet.user(
+    id BIGSERIAL PRIMARY KEY NOT NULL,
+    generated INT NOT NULL,
+    joined TIMESTAMP NOT NULL,
+    last_method TEXT,
+    last_prompt TEXT,
+    last_file   TEXT,
+    last_binary TEXT,
+    role VARCHAR(128) NOT NULL
+);
+
+CREATE TABLE IF NOT EXISTS skynet.user_config(
+    id BIGSERIAL NOT NULL,
+    model VARCHAR(512) NOT NULL,
+    step INT NOT NULL,
+    width INT NOT NULL,
+    height INT NOT NULL,
+    seed NUMERIC,
+    guidance DECIMAL NOT NULL,
+    strength DECIMAL NOT NULL,
+    upscaler VARCHAR(128),
+    autoconf BOOLEAN DEFAULT TRUE,
+    CONSTRAINT fk_config
+      FOREIGN KEY(id)
+        REFERENCES skynet.user(id)
+);
+
+CREATE TABLE IF NOT EXISTS skynet.user_requests(
+    id BIGSERIAL NOT NULL,
+    user_id BIGSERIAL NOT NULL,
+    sent TIMESTAMP NOT NULL,
+    status TEXT NOT NULL,
+    status_msg BIGSERIAL PRIMARY KEY NOT NULL,
+    CONSTRAINT fk_user_req
+      FOREIGN KEY(user_id)
+        REFERENCES skynet.user(id)
+);
+'''
+
+
+def try_decode_uid(uid: str):
+    try:
+        return None, int(uid)
+    except ValueError:
+        ...
+
+    try:
+        proto, uid = uid.split('+')
+        uid = int(uid)
+        return proto, uid
+
+    except ValueError:
+        logging.warning(f'got non chat proto uid?: {uid}')
+        return None, None
+
+
+@cm
+def open_new_database(cleanup=True):
+    rpassword = ''.join(
+        random.choice(string.ascii_lowercase)
+        for i in range(12))
+    password = ''.join(
+        random.choice(string.ascii_lowercase)
+        for i in range(12))
+
+    dclient = docker.from_env()
+
+    container = dclient.containers.run(
+        'postgres',
+        name='skynet-test-postgres',
+        ports={'5432/tcp': None},
+        environment={
+            'POSTGRES_PASSWORD': rpassword
+        },
+        detach=True,
+        # could remove this if we ant the dockers to be persistent.
+        # remove=True
+    )
+    try:
+
+        for log in container.logs(stream=True):
+            log = log.decode().rstrip()
+            logging.info(log)
+            if ('database system is ready to accept connections' in log or
+                'database system is shut down' in log):
+                break
+
+        # ip = container.attrs['NetworkSettings']['IPAddress']
+        container.reload()
+        port = container.ports['5432/tcp'][0]['HostPort']
+        host = f'localhost:{port}'
+
+        # why print the system is ready to accept connections when its not
+        # postgres? wtf
+        time.sleep(1)
+        logging.info('creating skynet db...')
+
+        conn = psycopg2.connect(
+            user='postgres',
+            password=rpassword,
+            host='localhost',
+            port=port
+        )
+        logging.info('connected...')
+        conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
+        with conn.cursor() as cursor:
+            cursor.execute(
+                f'CREATE USER skynet WITH PASSWORD \'{password}\'')
+            cursor.execute(
+                f'CREATE DATABASE skynet')
+            cursor.execute(
+                f'GRANT ALL PRIVILEGES ON DATABASE skynet TO skynet')
+
+        conn.close()
+
+        logging.info('done.')
+        yield container, password, host
+
+    finally:
+        if container and cleanup:
+            container.stop()
+
+@acm
+async def open_database_connection(
+    db_user: str = 'skynet',
+    db_pass: str = 'password',
+    db_host: str = 'localhost:5432',
+    db_name: str = 'skynet'
+):
+    db = importlib.import_module('skynet.db.functions')
+    pool = await asyncpg.create_pool(
+        dsn=f'postgres://{db_user}:{db_pass}@{db_host}/{db_name}')
+
+    async with pool.acquire() as conn:
+        res = await conn.execute(f'''
+            select distinct table_schema
+            from information_schema.tables
+            where table_schema = \'{db_name}\'
+        ''')
+        if '1' in res:
+            logging.info('schema already in db, skipping init')
+        else:
+            await conn.execute(DB_INIT_SQL)
+
+        col_check = await conn.fetch(f'''
+            select column_name 
+            from information_schema.columns 
+            where table_name = 'user_config' and column_name = 'autoconf';
+        ''')
+
+        if not col_check:
+            await conn.execute('alter table skynet.user_config add column autoconf boolean default true;')
+
+    async def _db_call(method: str, *args, **kwargs):
+        method = getattr(db, method)
+
+        async with pool.acquire() as conn:
+            return await method(conn, *args, **kwargs)
+
+    yield _db_call
+
+
+async def get_user_config(conn, user: int):
+    stmt = await conn.prepare(
+        'SELECT * FROM skynet.user_config WHERE id = $1')
+    conf = await stmt.fetch(user)
+    if len(conf) == 1:
+        return conf[0]
+
+    else:
+        return None
+
+
+async def get_user(conn, uid: int):
+    return await get_user_config(conn, uid)
+
+async def get_last_method_of(conn, user: int):
+    stmt = await conn.prepare(
+        'SELECT last_method FROM skynet.user WHERE id = $1')
+    return await stmt.fetchval(user)
+
+async def get_last_prompt_of(conn, user: int):
+    stmt = await conn.prepare(
+        'SELECT last_prompt FROM skynet.user WHERE id = $1')
+    return await stmt.fetchval(user)
+
+async def get_last_file_of(conn, user: int):
+    stmt = await conn.prepare(
+        'SELECT last_file FROM skynet.user WHERE id = $1')
+    return await stmt.fetchval(user)
+
+async def get_last_binary_of(conn, user: int):
+    stmt = await conn.prepare(
+        'SELECT last_binary FROM skynet.user WHERE id = $1')
+    return await stmt.fetchval(user)
+
+
+async def get_user_request(conn, mid: int):
+    stmt = await conn.prepare(
+        'SELECT * FROM skynet.user_requests WHERE id = $1')
+    return await stmt.fetch(mid)
+
+async def get_user_request_by_sid(conn, sid: int):
+    stmt = await conn.prepare(
+        'SELECT * FROM skynet.user_requests WHERE status_msg = $1')
+    return (await stmt.fetch(sid))[0]
+
+async def new_user_request(
+    conn, user: int, mid: int,
+    status_msg: int,
+    status: str = 'started processing request...'
+):
+    date = datetime.utcnow()
+    async with conn.transaction():
+        stmt = await conn.prepare('''
+            INSERT INTO skynet.user_requests(
+                id, user_id, sent, status, status_msg
+            )
+
+            VALUES($1, $2, $3, $4, $5)
+        ''')
+        await stmt.fetch(mid, user, date, status, status_msg)
+
+async def update_user_request(
+    conn, mid: int, status: str
+):
+    stmt = await conn.prepare(f'''
+        UPDATE skynet.user_requests
+        SET status = $2
+        WHERE id = $1
+    ''')
+    await stmt.fetch(mid, status)
+
+async def update_user_request_by_sid(
+    conn, sid: int, status: str
+):
+    stmt = await conn.prepare(f'''
+        UPDATE skynet.user_requests
+        SET status = $2
+        WHERE status_msg = $1
+    ''')
+    await stmt.fetch(sid, status)
+
+
+async def new_user(conn, uid: int):
+    if await get_user(conn, uid):
+        raise ValueError('User already present on db')
+
+    logging.info(f'new user! {uid}')
+
+    date = datetime.utcnow()
+    async with conn.transaction():
+        stmt = await conn.prepare('''
+            INSERT INTO skynet.user(
+                id, generated, joined,
+                last_method, last_prompt, last_file, last_binary,
+                role
+            )
+
+            VALUES($1, $2, $3, $4, $5, $6, $7, $8)
+        ''')
+        await stmt.fetch(
+            uid, 0, date, 'txt2img', None, None, None, DEFAULT_ROLE
+        )
+
+        stmt = await conn.prepare('''
+            INSERT INTO skynet.user_config(
+                id, model, step, width, height, guidance, strength, upscaler)
+
+            VALUES($1, $2, $3, $4, $5, $6, $7, $8)
+        ''')
+        resp = await stmt.fetch(
+            uid,
+            DEFAULT_MODEL,
+            DEFAULT_STEP,
+            DEFAULT_WIDTH,
+            DEFAULT_HEIGHT,
+            DEFAULT_GUIDANCE,
+            DEFAULT_STRENGTH,
+            DEFAULT_UPSCALER
+        )
+
+
+async def get_or_create_user(conn, uid: str):
+    user = await get_user(conn, uid)
+
+    if not user:
+        await new_user(conn, uid)
+        user = await get_user(conn, uid)
+
+    return user
+
+async def update_user(conn, user: int, attr: str, val):
+    stmt = await conn.prepare(f'''
+        UPDATE skynet.user
+        SET {attr} = $2
+        WHERE id = $1
+    ''')
+    await stmt.fetch(user, val)
+
+async def update_user_config(conn, user: int, attr: str, val):
+    stmt = await conn.prepare(f'''
+        UPDATE skynet.user_config
+        SET {attr} = $2
+        WHERE id = $1
+    ''')
+    await stmt.fetch(user, val)
+
+
+async def get_user_stats(conn, user: int):
+    stmt = await conn.prepare('''
+        SELECT generated,joined,role FROM skynet.user
+        WHERE id = $1
+    ''')
+    records = await stmt.fetch(user)
+    assert len(records) == 1
+    record = records[0]
+    return record
+
+async def increment_generated(conn, user: int):
+    stmt = await conn.prepare('''
+        UPDATE skynet.user
+        SET generated = generated + 1
+        WHERE id = $1
+    ''')
+    await stmt.fetch(user)
+
+async def update_user_stats(
+    conn,
+    user: int,
+    method: str,
+    last_prompt: str | None = None,
+    last_file: str | None = None,
+    last_binary: str | None = None
+):
+    await update_user(conn, user, 'last_method', method)
+    if last_prompt:
+        await update_user(conn, user, 'last_prompt', last_prompt)
+    if last_file:
+        await update_user(conn, user, 'last_file', last_file)
+    if last_binary:
+        await update_user(conn, user, 'last_binary', last_binary)
+
+    logging.info((method, last_prompt, last_binary))

skynet/dgpu.py

@@ -1,381 +0,0 @@
-#!/usr/bin/python
-
-import gc
-import io
-import trio
-import json
-import uuid
-import time
-import zlib
-import random
-import logging
-import traceback
-
-from PIL import Image
-from typing import List, Optional
-from pathlib import Path
-from contextlib import ExitStack
-
-import pynng
-import torch
-
-from pynng import TLSConfig
-from OpenSSL.crypto import (
-    load_privatekey,
-    load_certificate,
-    FILETYPE_PEM
-)
-from diffusers import (
-    StableDiffusionPipeline,
-    StableDiffusionImg2ImgPipeline,
-    EulerAncestralDiscreteScheduler
-)
-from realesrgan import RealESRGANer
-from basicsr.archs.rrdbnet_arch import RRDBNet
-from diffusers.models import UNet2DConditionModel
-
-from .utils import (
-    pipeline_for,
-    convert_from_cv2_to_image, convert_from_image_to_cv2
-)
-from .protobuf import *
-from .frontend import open_skynet_rpc
-from .constants import *
-
-
-def init_upscaler(model_path: str = 'weights/RealESRGAN_x4plus.pth'):
-    return RealESRGANer(
-        scale=4,
-        model_path=model_path,
-        dni_weight=None,
-        model=RRDBNet(
-            num_in_ch=3,
-            num_out_ch=3,
-            num_feat=64,
-            num_block=23,
-            num_grow_ch=32,
-            scale=4
-        ),
-        half=True
-    )
-
-
-class DGPUComputeError(BaseException):
-    ...
-
-
-class ReconnectingBus:
-
-    def __init__(self, address: str, tls_config: Optional[TLSConfig]):
-        self.address = address
-        self.tls_config = tls_config
-
-        self._stack = ExitStack()
-        self._sock = None
-        self._closed = True
-
-    def connect(self):
-        self._sock = self._stack.enter_context(
-            pynng.Bus0(recv_max_size=0))
-        self._sock.tls_config = self.tls_config
-        self._sock.dial(self.address)
-        self._closed = False
-
-    async def arecv(self):
-        while True:
-            try:
-                return await self._sock.arecv()
-
-            except pynng.exceptions.Closed:
-                if self._closed:
-                    raise
-
-    async def asend(self, msg):
-        while True:
-            try:
-                return await self._sock.asend(msg)
-
-            except pynng.exceptions.Closed:
-                if self._closed:
-                    raise
-
-    def close(self):
-        self._stack.close()
-        self._stack = ExitStack()
-        self._closed = True
-
-    def reconnect(self):
-        self.close()
-        self.connect()
-
-
-async def open_dgpu_node(
-    cert_name: str,
-    unique_id: str,
-    key_name: Optional[str],
-    rpc_address: str = DEFAULT_RPC_ADDR,
-    dgpu_address: str = DEFAULT_DGPU_ADDR,
-    initial_algos: Optional[List[str]] = None,
-    security: bool = True
-):
-    logging.basicConfig(level=logging.INFO)
-    logging.info(f'starting dgpu node!')
-
-    name = uuid.uuid4()
-
-    logging.info(f'loading models...')
-
-    upscaler = init_upscaler()
-    initial_algos = (
-        initial_algos
-        if initial_algos else DEFAULT_INITAL_ALGOS
-    )
-    models = {}
-    for algo in initial_algos:
-        models[algo] = {
-            'pipe': pipeline_for(algo),
-            'generated': 0
-        }
-        logging.info(f'loaded {algo}.')
-
-    logging.info('memory summary:')
-    logging.info('\n' + torch.cuda.memory_summary())
-
-    async def gpu_compute_one(ireq: DiffusionParameters, image=None):
-        algo = ireq.algo + 'img' if image else ireq.algo
-        if algo not in models:
-            least_used = list(models.keys())[0]
-            for model in models:
-                if models[least_used]['generated'] > models[model]['generated']:
-                    least_used = model
-
-            del models[least_used]
-            gc.collect()
-
-            models[algo] = {
-                'pipe': pipeline_for(ireq.algo, image=True if image else False),
-                'generated': 0
-            }
-
-        _params = {}
-        if ireq.image:
-            _params['image'] = image
-            _params['strength'] = ireq.strength
-
-        else:
-            _params['width'] = int(ireq.width)
-            _params['height'] = int(ireq.height)
-
-        try:
-            image = models[algo]['pipe'](
-                ireq.prompt,
-                **_params,
-                guidance_scale=ireq.guidance,
-                num_inference_steps=int(ireq.step),
-                generator=torch.Generator("cuda").manual_seed(ireq.seed)
-            ).images[0]
-
-            if ireq.upscaler == 'x4':
-                logging.info(f'size: {len(image.tobytes())}')
-                logging.info('performing upscale...')
-                input_img = image.convert('RGB')
-                up_img, _ = upscaler.enhance(
-                    convert_from_image_to_cv2(input_img), outscale=4)
-
-                image = convert_from_cv2_to_image(up_img)
-                logging.info('done')
-
-            img_byte_arr = io.BytesIO()
-            image.save(img_byte_arr, format='PNG')
-            raw_img = img_byte_arr.getvalue()
-            logging.info(f'final img size {len(raw_img)} bytes.')
-
-            return raw_img
-
-        except BaseException as e:
-            logging.error(e)
-            raise DGPUComputeError(str(e))
-
-        finally:
-            torch.cuda.empty_cache()
-
-
-    async with (
-        open_skynet_rpc(
-            unique_id,
-            rpc_address=rpc_address,
-            security=security,
-            cert_name=cert_name,
-            key_name=key_name
-        ) as rpc_call,
-        trio.open_nursery() as n
-    ):
-
-        tls_config = None
-        if security:
-            # load tls certs
-            if not key_name:
-                key_name = cert_name
-
-            certs_dir = Path(DEFAULT_CERTS_DIR).resolve()
-
-            skynet_cert_path = certs_dir / 'brain.cert'
-            tls_cert_path = certs_dir / f'{cert_name}.cert'
-            tls_key_path = certs_dir / f'{key_name}.key'
-
-            cert_name = tls_cert_path.stem
-
-            skynet_cert_data = skynet_cert_path.read_text()
-            skynet_cert = load_certificate(FILETYPE_PEM, skynet_cert_data)
-
-            tls_cert_data = tls_cert_path.read_text()
-
-            tls_key_data = tls_key_path.read_text()
-            tls_key = load_privatekey(FILETYPE_PEM, tls_key_data)
-
-            logging.info(f'skynet cert: {skynet_cert_path}')
-            logging.info(f'dgpu cert:  {tls_cert_path}')
-            logging.info(f'dgpu key: {tls_key_path}')
-
-            dgpu_address = 'tls+' + dgpu_address
-            tls_config = TLSConfig(
-                TLSConfig.MODE_CLIENT,
-                own_key_string=tls_key_data,
-                own_cert_string=tls_cert_data,
-                ca_string=skynet_cert_data)
-
-        logging.info(f'connecting to {dgpu_address}')
-
-        dgpu_bus = ReconnectingBus(dgpu_address, tls_config)
-        dgpu_bus.connect()
-
-        last_msg = time.time()
-        async def connection_refresher(refresh_time: int = 120):
-            nonlocal last_msg
-            while True:
-                now = time.time()
-                last_msg_time_delta = now - last_msg
-                logging.info(f'time since last msg: {last_msg_time_delta}')
-                if last_msg_time_delta > refresh_time:
-                    dgpu_bus.reconnect()
-                    logging.info('reconnected!')
-                    last_msg = now
-
-                await trio.sleep(refresh_time)
-
-        n.start_soon(connection_refresher)
-
-        res = await rpc_call('dgpu_online')
-        assert 'ok' in res.result
-
-        try:
-            while True:
-                msg = await dgpu_bus.arecv()
-
-                img = None
-                if b'BINEXT' in msg:
-                    header, msg, img_raw = msg.split(b'%$%$')
-                    logging.info(f'got img attachment of size {len(img_raw)}')
-                    logging.info(img_raw[:10])
-                    raw_img = zlib.decompress(img_raw)
-                    logging.info(raw_img[:10])
-                    img = Image.open(io.BytesIO(raw_img))
-                    w, h = img.size
-                    logging.info(f'user sent img of size {img.size}')
-
-                    if w > 512 or h > 512:
-                        img.thumbnail((512, 512))
-                        logging.info(f'resized it to {img.size}')
-
-
-                req = DGPUBusMessage()
-                req.ParseFromString(msg)
-                last_msg = time.time()
-
-                if req.method == 'heartbeat':
-                    rep = DGPUBusMessage(
-                        rid=req.rid,
-                        nid=unique_id,
-                        method=req.method
-                    )
-                    rep.params.update({'time': int(time.time() * 1000)})
-
-                    if security:
-                        rep.auth.cert = cert_name
-                        rep.auth.sig = sign_protobuf_msg(rep, tls_key)
-
-                    await dgpu_bus.asend(rep.SerializeToString())
-                    logging.info('heartbeat reply')
-                    continue
-
-                if req.nid != unique_id:
-                    logging.info(
-                        f'witnessed msg {req.rid}, node involved: {req.nid}')
-                    continue
-
-                if security:
-                    verify_protobuf_msg(req, skynet_cert)
-
-
-                ack_resp = DGPUBusMessage(
-                    rid=req.rid,
-                    nid=req.nid
-                )
-                ack_resp.params.update({'ack': {}})
-
-                if security:
-                    ack_resp.auth.cert = cert_name
-                    ack_resp.auth.sig = sign_protobuf_msg(ack_resp, tls_key)
-
-                # send ack
-                await dgpu_bus.asend(ack_resp.SerializeToString())
-
-                logging.info(f'sent ack, processing {req.rid}...')
-
-                try:
-                    img_req = DiffusionParameters(**req.params)
-
-                    if not img_req.seed:
-                        img_req.seed = random.randint(0, 2 ** 64)
-
-                    img = await gpu_compute_one(img_req, image=img)
-                    img_resp = DGPUBusMessage(
-                        rid=req.rid,
-                        nid=req.nid,
-                        method='binary-reply'
-                    )
-                    img_resp.params.update({
-                        'len': len(img),
-                        'meta': img_req.to_dict()
-                    })
-
-                except DGPUComputeError as e:
-                    traceback.print_exception(type(e), e, e.__traceback__)
-                    img_resp = DGPUBusMessage(
-                        rid=req.rid,
-                        nid=req.nid
-                    )
-                    img_resp.params.update({'error': str(e)})
-
-
-                if security:
-                    img_resp.auth.cert = cert_name
-                    img_resp.auth.sig = sign_protobuf_msg(img_resp, tls_key)
-
-                # send final image
-                logging.info('sending img back...')
-                raw_msg = img_resp.SerializeToString()
-                await dgpu_bus.asend(raw_msg)
-                logging.info(f'sent {len(raw_msg)} bytes.')
-                if img_resp.method == 'binary-reply':
-                    await dgpu_bus.asend(zlib.compress(img))
-                    logging.info(f'sent {len(img)} bytes.')
-
-        except KeyboardInterrupt:
-            logging.info('interrupt caught, stopping...')
-            n.cancel_scope.cancel()
-            dgpu_bus.close()
-
-        finally:
-            res = await rpc_call('dgpu_offline')
-            assert 'ok' in res.result

skynet/dgpu/__init__.py

@@ -0,0 +1,30 @@
+#!/usr/bin/python
+
+import trio
+
+from hypercorn.config import Config
+from hypercorn.trio import serve
+
+from skynet.dgpu.compute import SkynetMM
+from skynet.dgpu.daemon import SkynetDGPUDaemon
+from skynet.dgpu.network import SkynetGPUConnector
+
+
+async def open_dgpu_node(config: dict):
+    conn = SkynetGPUConnector(config)
+    mm = SkynetMM(config)
+    daemon = SkynetDGPUDaemon(mm, conn, config)
+
+    api = None
+    if 'api_bind' in config:
+        api_conf = Config()
+        api_conf.bind = [config['api_bind']]
+        api = await daemon.generate_api()
+
+    async with trio.open_nursery() as n:
+        n.start_soon(daemon.snap_updater_task)
+
+        if api:
+            n.start_soon(serve, api, api_conf)
+
+        await daemon.serve_forever()

skynet/dgpu/compute.py

@@ -0,0 +1,210 @@
+#!/usr/bin/python
+
+# Skynet Memory Manager
+
+import gc
+import logging
+
+from hashlib import sha256
+import zipfile
+from PIL import Image
+from diffusers import DiffusionPipeline
+
+import trio
+import torch
+
+from skynet.constants import DEFAULT_INITAL_MODELS, MODELS
+from skynet.dgpu.errors import DGPUComputeError, DGPUInferenceCancelled
+
+from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for
+
+
+def prepare_params_for_diffuse(
+    params: dict,
+    input_type: str,
+    binary = None
+):
+    _params = {}
+    if binary != None:
+        match input_type:
+            case 'png':
+                image = crop_image(
+                    binary, params['width'], params['height'])
+
+                _params['image'] = image
+                _params['strength'] = float(params['strength'])
+
+            case 'none':
+                ...
+
+            case _:
+                raise DGPUComputeError(f'Unknown input_type {input_type}')
+
+    else:
+        _params['width'] = int(params['width'])
+        _params['height'] = int(params['height'])
+
+    return (
+        params['prompt'],
+        float(params['guidance']),
+        int(params['step']),
+        torch.manual_seed(int(params['seed'])),
+        params['upscaler'] if 'upscaler' in params else None,
+        _params
+    )
+
+
+class SkynetMM:
+
+    def __init__(self, config: dict):
+        self.upscaler = init_upscaler()
+        self.initial_models = (
+            config['initial_models']
+            if 'initial_models' in config else DEFAULT_INITAL_MODELS
+        )
+
+        self.cache_dir = None
+        if 'hf_home' in config:
+            self.cache_dir = config['hf_home']
+
+        self._models = {}
+        for model in self.initial_models:
+            self.load_model(model, False, force=True)
+
+    def log_debug_info(self):
+        logging.info('memory summary:')
+        logging.info('\n' + torch.cuda.memory_summary())
+
+    def is_model_loaded(self, model_name: str, image: bool):
+        for model_key, model_data in self._models.items():
+            if (model_key == model_name and
+                model_data['image'] == image):
+                return True
+
+        return False
+
+    def load_model(
+        self,
+        model_name: str,
+        image: bool,
+        force=False
+    ):
+        logging.info(f'loading model {model_name}...')
+        if force or len(self._models.keys()) == 0:
+            pipe = pipeline_for(
+                model_name, image=image, cache_dir=self.cache_dir)
+
+            self._models[model_name] = {
+                'pipe': pipe,
+                'generated': 0,
+                'image': image
+            }
+
+        else:
+            least_used = list(self._models.keys())[0]
+
+            for model in self._models:
+                if self._models[
+                    least_used]['generated'] > self._models[model]['generated']:
+                    least_used = model
+
+            del self._models[least_used]
+
+            logging.info(f'swapping model {least_used} for {model_name}...')
+
+            gc.collect()
+            torch.cuda.empty_cache()
+
+            pipe = pipeline_for(
+                model_name, image=image, cache_dir=self.cache_dir)
+
+            self._models[model_name] = {
+                'pipe': pipe,
+                'generated': 0,
+                'image': image
+            }
+
+        logging.info(f'loaded model {model_name}')
+        return pipe
+
+    def get_model(self, model_name: str, image: bool) -> DiffusionPipeline:
+        if model_name not in MODELS:
+            raise DGPUComputeError(f'Unknown model {model_name}')
+
+        if not self.is_model_loaded(model_name, image):
+            pipe = self.load_model(model_name, image=image)
+
+        else:
+            pipe = self._models[model_name]['pipe']
+
+        return pipe
+
+    def compute_one(
+        self,
+        request_id: int,
+        method: str,
+        params: dict,
+        input_type: str = 'png',
+        binary: bytes | None = None
+    ):
+        def maybe_cancel_work(step, *args, **kwargs):
+            if self._should_cancel:
+                should_raise = trio.from_thread.run(self._should_cancel, request_id)
+                if should_raise:
+                    logging.warn(f'cancelling work at step {step}')
+                    raise DGPUInferenceCancelled()
+
+        maybe_cancel_work(0)
+
+        output_type = 'png'
+        if 'output_type' in params:
+            output_type = params['output_type']
+
+        output = None
+        output_hash = None
+        try:
+            match method:
+                case 'diffuse':
+                    arguments = prepare_params_for_diffuse(
+                        params, input_type, binary=binary)
+                    prompt, guidance, step, seed, upscaler, extra_params = arguments
+                    model = self.get_model(params['model'], 'image' in extra_params)
+
+                    output = model(
+                        prompt,
+                        guidance_scale=guidance,
+                        num_inference_steps=step,
+                        generator=seed,
+                        callback=maybe_cancel_work,
+                        callback_steps=1,
+                        **extra_params
+                    ).images[0]
+
+                    output_binary = b''
+                    match output_type:
+                        case 'png':
+                            if upscaler == 'x4':
+                                input_img = output.convert('RGB')
+                                up_img, _ = self.upscaler.enhance(
+                                    convert_from_image_to_cv2(input_img), outscale=4)
+
+                                output = convert_from_cv2_to_image(up_img)
+
+                            output_binary = convert_from_img_to_bytes(output)
+
+                        case _:
+                            raise DGPUComputeError(f'Unsupported output type: {output_type}')
+
+                    output_hash = sha256(output_binary).hexdigest()
+
+                case _:
+                    raise DGPUComputeError('Unsupported compute method')
+
+        except BaseException as e:
+            logging.error(e)
+            raise DGPUComputeError(str(e))
+
+        finally:
+            torch.cuda.empty_cache()
+
+        return output_hash, output

skynet/dgpu/daemon.py

@@ -0,0 +1,226 @@
+#!/usr/bin/python
+
+import json
+import random
+import logging
+import time
+import traceback
+
+from hashlib import sha256
+from datetime import datetime
+from functools import partial
+
+import trio
+
+from quart import jsonify
+from quart_trio import QuartTrio as Quart
+
+from skynet.constants import MODELS, VERSION
+
+from skynet.dgpu.errors import *
+from skynet.dgpu.compute import SkynetMM
+from skynet.dgpu.network import SkynetGPUConnector
+
+
+def convert_reward_to_int(reward_str):
+    int_part, decimal_part = (
+        reward_str.split('.')[0],
+        reward_str.split('.')[1].split(' ')[0]
+    )
+    return int(int_part + decimal_part)
+
+
+class SkynetDGPUDaemon:
+
+    def __init__(
+        self,
+        mm: SkynetMM,
+        conn: SkynetGPUConnector,
+        config: dict
+    ):
+        self.mm = mm
+        self.conn = conn
+        self.auto_withdraw = (
+            config['auto_withdraw']
+            if 'auto_withdraw' in config else False
+        )
+
+        self.account = config['account']
+
+        self.non_compete = set()
+        if 'non_compete' in config:
+            self.non_compete = set(config['non_compete'])
+
+        self.model_whitelist = set()
+        if 'model_whitelist' in config:
+            self.model_whitelist = set(config['model_whitelist'])
+
+        self.model_blacklist = set()
+        if 'model_blacklist' in config:
+            self.model_blacklist = set(config['model_blacklist'])
+
+        self.backend = 'sync-on-thread'
+        if 'backend' in config:
+            self.backend = config['backend']
+
+        self._snap = {
+            'queue': [],
+            'requests': {},
+            'my_results': []
+        }
+
+        self._benchmark = []
+        self._last_benchmark = None
+        self._last_generation_ts = None
+
+    def _get_benchmark_speed(self) -> float:
+        if not self._last_benchmark:
+            return 0
+
+        start = self._last_benchmark[0]
+        end = self._last_benchmark[-1]
+
+        elapsed = end - start
+        its = len(self._last_benchmark)
+        speed = its / elapsed
+
+        logging.info(f'{elapsed} s total its: {its}, at {speed} it/s ')
+
+        return speed
+
+    async def should_cancel_work(self, request_id: int):
+        self._benchmark.append(time.time())
+        competitors = set([
+            status['worker']
+            for status in self._snap['requests'][request_id]
+            if status['worker'] != self.account
+        ])
+        return bool(self.non_compete & competitors)
+
+
+    async def snap_updater_task(self):
+        while True:
+            self._snap = await self.conn.get_full_queue_snapshot()
+            await trio.sleep(1)
+
+    async def generate_api(self):
+        app = Quart(__name__)
+
+        @app.route('/')
+        async def health():
+            return jsonify(
+                account=self.account,
+                version=VERSION,
+                last_generation_ts=self._last_generation_ts,
+                last_generation_speed=self._get_benchmark_speed()
+            )
+
+        return app
+
+    async def serve_forever(self):
+        try:
+            while True:
+                if self.auto_withdraw:
+                    await self.conn.maybe_withdraw_all()
+
+                queue = self._snap['queue']
+
+                random.shuffle(queue)
+                queue = sorted(
+                    queue,
+                    key=lambda req: convert_reward_to_int(req['reward']),
+                    reverse=True
+                )
+
+                for req in queue:
+                    rid = req['id']
+
+                    # parse request
+                    body = json.loads(req['body'])
+                    model = body['params']['model']
+
+                    # if model not known
+                    if model not in MODELS:
+                        logging.warning(f'Unknown model {model}')
+                        continue
+
+                    # if whitelist enabled and model not in it continue
+                    if (len(self.model_whitelist) > 0 and
+                        not model in self.model_whitelist):
+                        continue
+
+                    # if blacklist contains model skip
+                    if model in self.model_blacklist:
+                        continue
+
+                    my_results = [res['id'] for res in self._snap['my_results']]
+                    if rid not in my_results and rid in self._snap['requests']:
+                        statuses = self._snap['requests'][rid]
+
+                        if len(statuses) == 0:
+                            binary, input_type = await self.conn.get_input_data(req['binary_data'])
+
+                            hash_str = (
+                                str(req['nonce'])
+                                +
+                                req['body']
+                                +
+                                req['binary_data']
+                            )
+                            logging.info(f'hashing: {hash_str}')
+                            request_hash = sha256(hash_str.encode('utf-8')).hexdigest()
+
+                            # TODO: validate request
+
+                            # perform work
+                            logging.info(f'working on {body}')
+
+                            resp = await self.conn.begin_work(rid)
+                            if 'code' in resp:
+                                logging.info(f'probably being worked on already... skip.')
+
+                            else:
+                                try:
+                                    output_type = 'png'
+                                    if 'output_type' in body['params']:
+                                        output_type = body['params']['output_type']
+
+                                    output = None
+                                    output_hash = None
+                                    match self.backend:
+                                        case 'sync-on-thread':
+                                            self.mm._should_cancel = self.should_cancel_work
+                                            output_hash, output = await trio.to_thread.run_sync(
+                                                partial(
+                                                    self.mm.compute_one,
+                                                    rid,
+                                                    body['method'], body['params'],
+                                                    input_type=input_type,
+                                                    binary=binary
+                                                )
+                                            )
+
+                                        case _:
+                                            raise DGPUComputeError(f'Unsupported backend {self.backend}')
+                                    self._last_generation_ts = datetime.now().isoformat()
+                                    self._last_benchmark = self._benchmark
+                                    self._benchmark = []
+
+                                    ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type)
+
+                                    await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash)
+
+                                except BaseException as e:
+                                    traceback.print_exc()
+                                    await self.conn.cancel_work(rid, str(e))
+
+                                finally:
+                                    break
+
+                    else:
+                        logging.info(f'request {rid} already beign worked on, skip...')
+
+                await trio.sleep(1)
+
+        except KeyboardInterrupt:
+            ...

skynet/dgpu/errors.py

@@ -0,0 +1,8 @@
+#!/usr/bin/python
+
+
+class DGPUComputeError(BaseException):
+    ...
+
+class DGPUInferenceCancelled(BaseException):
+    ...

skynet/dgpu/network.py

@@ -0,0 +1,312 @@
+#!/usr/bin/python
+
+import io
+import json
+import time
+import logging
+
+from pathlib import Path
+from functools import partial
+
+import asks
+import trio
+import anyio
+
+from PIL import Image, UnidentifiedImageError
+
+from leap.cleos import CLEOS
+from leap.sugar import Checksum256, Name, asset_from_str
+from skynet.constants import DEFAULT_IPFS_DOMAIN
+
+from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file
+from skynet.dgpu.errors import DGPUComputeError
+
+
+REQUEST_UPDATE_TIME = 3
+
+
+async def failable(fn: partial, ret_fail=None):
+    try:
+        return await fn()
+
+    except (
+        OSError,
+        json.JSONDecodeError,
+        asks.errors.RequestTimeout,
+        asks.errors.BadHttpResponse,
+        anyio.BrokenResourceError
+    ):
+        return ret_fail
+
+
+class SkynetGPUConnector:
+
+    def __init__(self, config: dict):
+        self.account = Name(config['account'])
+        self.permission = config['permission']
+        self.key = config['key']
+
+        self.node_url = config['node_url']
+        self.hyperion_url = config['hyperion_url']
+
+        self.cleos = CLEOS(
+            None, None, self.node_url, remote=self.node_url)
+
+        self.ipfs_gateway_url = None
+        if 'ipfs_gateway_url' in config:
+            self.ipfs_gateway_url = config['ipfs_gateway_url']
+        self.ipfs_url = config['ipfs_url']
+
+        self.ipfs_client = AsyncIPFSHTTP(self.ipfs_url)
+
+        self.ipfs_domain = DEFAULT_IPFS_DOMAIN
+        if 'ipfs_domain' in config:
+            self.ipfs_domain = config['ipfs_domain']
+
+        self._wip_requests = {}
+
+    # blockchain helpers
+
+    async def get_work_requests_last_hour(self):
+        logging.info('get_work_requests_last_hour')
+        return await failable(
+            partial(
+                self.cleos.aget_table,
+                'telos.gpu', 'telos.gpu', 'queue',
+                index_position=2,
+                key_type='i64',
+                lower_bound=int(time.time()) - 3600
+            ), ret_fail=[])
+
+    async def get_status_by_request_id(self, request_id: int):
+        logging.info('get_status_by_request_id')
+        return await failable(
+            partial(
+                self.cleos.aget_table,
+                'telos.gpu', request_id, 'status'), ret_fail=[])
+
+    async def get_global_config(self):
+        logging.info('get_global_config')
+        rows = await failable(
+            partial(
+                self.cleos.aget_table,
+                'telos.gpu', 'telos.gpu', 'config'))
+
+        if rows:
+            return rows[0]
+        else:
+            return None
+
+    async def get_worker_balance(self):
+        logging.info('get_worker_balance')
+        rows = await failable(
+            partial(
+                self.cleos.aget_table,
+                'telos.gpu', 'telos.gpu', 'users',
+                index_position=1,
+                key_type='name',
+                lower_bound=self.account,
+                upper_bound=self.account
+            ))
+
+        if rows:
+            return rows[0]['balance']
+        else:
+            return None
+
+    async def get_competitors_for_req(self, request_id: int) -> set:
+        competitors = [
+            status['worker']
+            for status in
+            (await self.get_status_by_request_id(request_id))
+            if status['worker'] != self.account
+        ]
+        logging.info(f'competitors: {competitors}')
+        return set(competitors)
+
+
+    async def get_full_queue_snapshot(self):
+        snap = {
+            'requests': {},
+            'my_results': []
+        }
+
+        snap['queue'] = await self.get_work_requests_last_hour()
+
+        async def _run_and_save(d, key: str, fn, *args, **kwargs):
+            d[key] = await fn(*args, **kwargs)
+
+        async with trio.open_nursery() as n:
+            n.start_soon(_run_and_save, snap, 'my_results', self.find_my_results)
+            for req in snap['queue']:
+                n.start_soon(
+                    _run_and_save, snap['requests'], req['id'], self.get_status_by_request_id, req['id'])
+
+        return snap
+
+    async def begin_work(self, request_id: int):
+        logging.info('begin_work')
+        return await failable(
+            partial(
+                self.cleos.a_push_action,
+                'telos.gpu',
+                'workbegin',
+                {
+                    'worker': self.account,
+                    'request_id': request_id,
+                    'max_workers': 2
+                },
+                self.account, self.key,
+                permission=self.permission
+            )
+        )
+
+    async def cancel_work(self, request_id: int, reason: str):
+        logging.info('cancel_work')
+        return await failable(
+            partial(
+                self.cleos.a_push_action,
+                'telos.gpu',
+                'workcancel',
+                {
+                    'worker': self.account,
+                    'request_id': request_id,
+                    'reason': reason
+                },
+                self.account, self.key,
+                permission=self.permission
+            )
+        )
+
+    async def maybe_withdraw_all(self):
+        logging.info('maybe_withdraw_all')
+        balance = await self.get_worker_balance()
+        if not balance:
+            return
+
+        balance_amount = float(balance.split(' ')[0])
+        if balance_amount > 0:
+            await failable(
+                partial(
+                    self.cleos.a_push_action,
+                    'telos.gpu',
+                    'withdraw',
+                    {
+                        'user': self.account,
+                        'quantity': asset_from_str(balance)
+                    },
+                    self.account, self.key,
+                    permission=self.permission
+                )
+            )
+
+    async def find_my_results(self):
+        logging.info('find_my_results')
+        return await failable(
+            partial(
+                self.cleos.aget_table,
+                'telos.gpu', 'telos.gpu', 'results',
+                index_position=4,
+                key_type='name',
+                lower_bound=self.account,
+                upper_bound=self.account
+            )
+        )
+
+    async def submit_work(
+        self,
+        request_id: int,
+        request_hash: str,
+        result_hash: str,
+        ipfs_hash: str
+    ):
+        logging.info('submit_work')
+        return await failable(
+            partial(
+                self.cleos.a_push_action,
+                'telos.gpu',
+                'submit',
+                {
+                    'worker': self.account,
+                    'request_id': request_id,
+                    'request_hash': Checksum256(request_hash),
+                    'result_hash': Checksum256(result_hash),
+                    'ipfs_hash': ipfs_hash
+                },
+                self.account, self.key,
+                permission=self.permission
+            )
+        )
+
+    # IPFS helpers
+    async def publish_on_ipfs(self, raw, typ: str = 'png'):
+        Path('ipfs-staging').mkdir(exist_ok=True)
+        logging.info('publish_on_ipfs')
+
+        target_file = ''
+        match typ:
+            case 'png':
+                raw: Image
+                target_file = 'ipfs-staging/image.png'
+                raw.save(target_file)
+
+            case _:
+                raise ValueError(f'Unsupported output type: {typ}')
+
+        if self.ipfs_gateway_url:
+            # check peer connections, reconnect to skynet gateway if not
+            gateway_id = Path(self.ipfs_gateway_url).name
+            peers = await self.ipfs_client.peers()
+            if gateway_id not in [p['Peer'] for p in peers]:
+                await self.ipfs_client.connect(self.ipfs_gateway_url)
+
+        file_info = await self.ipfs_client.add(Path(target_file))
+        file_cid = file_info['Hash']
+
+        await self.ipfs_client.pin(file_cid)
+
+        return file_cid
+
+    async def get_input_data(self, ipfs_hash: str) -> tuple[bytes, str]:
+        input_type = 'none'
+
+        if ipfs_hash == '':
+            return b'', input_type
+
+        results = {}
+        ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}'
+        ipfs_link_legacy = ipfs_link + '/image.png'
+
+        async with trio.open_nursery() as n:
+            async def get_and_set_results(link: str):
+                res = await get_ipfs_file(link, timeout=1)
+                logging.info(f'got response from {link}')
+                if not res or res.status_code != 200:
+                    logging.warning(f'couldn\'t get ipfs binary data at {link}!')
+
+                else:
+                    try:
+                        # attempt to decode as image
+                        results[link] = Image.open(io.BytesIO(res.raw))
+                        input_type = 'png'
+                        n.cancel_scope.cancel()
+
+                    except UnidentifiedImageError:
+                        logging.warning(f'couldn\'t get ipfs binary data at {link}!')
+
+            n.start_soon(
+                get_and_set_results, ipfs_link)
+            n.start_soon(
+                get_and_set_results, ipfs_link_legacy)
+
+        input_data = None
+        if ipfs_link_legacy in results:
+            input_data = results[ipfs_link_legacy]
+
+        if ipfs_link in results:
+            input_data = results[ipfs_link]
+
+        if input_data == None:
+            raise DGPUComputeError('Couldn\'t gather input data from ipfs')
+
+        return input_data, input_type

skynet/frontend/__init__.py

@@ -1,27 +1,9 @@
 #!/usr/bin/python
 
-import json
+import random
-
-from typing import Union, Optional
-from pathlib import Path
-from contextlib import asynccontextmanager as acm
-
-import pynng
-
-from pynng import TLSConfig
-from OpenSSL.crypto import (
-    load_privatekey,
-    load_certificate,
-    FILETYPE_PEM
-)
-
-from google.protobuf.struct_pb2 import Struct
 
 from ..constants import *
 
-from ..protobuf.auth import *
-from ..protobuf.skynet_pb2 import SkynetRPCRequest, SkynetRPCResponse
-
 
 class ConfigRequestFormatError(BaseException):
     ...
@@ -35,79 +17,13 @@ class ConfigUnknownAlgorithm(BaseException):
 class ConfigUnknownUpscaler(BaseException):
     ...
 
+class ConfigUnknownAutoConfSetting(BaseException):
+    ...
+
 class ConfigSizeDivisionByEight(BaseException):
     ...
 
 
-@acm
-async def open_skynet_rpc(
-    unique_id: str,
-    rpc_address: str = DEFAULT_RPC_ADDR,
-    security: bool = False,
-    cert_name: Optional[str] = None,
-    key_name: Optional[str] = None
-):
-    tls_config = None
-
-    if security:
-        # load tls certs
-        if not key_name:
-            key_name = cert_name
-
-        certs_dir = Path(DEFAULT_CERTS_DIR).resolve()
-
-        skynet_cert_data = (certs_dir / 'brain.cert').read_text()
-        skynet_cert = load_certificate(FILETYPE_PEM, skynet_cert_data)
-
-        tls_cert_path = certs_dir / f'{cert_name}.cert'
-        tls_cert_data = tls_cert_path.read_text()
-        tls_cert = load_certificate(FILETYPE_PEM, tls_cert_data)
-        cert_name = tls_cert_path.stem
-
-        tls_key_data = (certs_dir / f'{key_name}.key').read_text()
-        tls_key = load_privatekey(FILETYPE_PEM, tls_key_data)
-
-        rpc_address = 'tls+' + rpc_address
-        tls_config = TLSConfig(
-            TLSConfig.MODE_CLIENT,
-            own_key_string=tls_key_data,
-            own_cert_string=tls_cert_data,
-            ca_string=skynet_cert_data)
-
-    with pynng.Req0(recv_max_size=0) as sock:
-        if security:
-            sock.tls_config = tls_config
-
-        sock.dial(rpc_address)
-
-        async def _rpc_call(
-            method: str,
-            params: dict = {},
-            uid: Optional[str] = None
-        ):
-            req = SkynetRPCRequest()
-            req.uid = uid if uid else unique_id
-            req.method = method
-            req.params.update(params)
-
-            if security:
-                req.auth.cert = cert_name
-                req.auth.sig = sign_protobuf_msg(req, tls_key)
-
-            ctx = sock.new_context()
-            await ctx.asend(req.SerializeToString())
-
-            resp = SkynetRPCResponse()
-            resp.ParseFromString(await ctx.arecv())
-            ctx.close()
-
-            if security:
-                verify_protobuf_msg(resp, skynet_cert)
-
-            return resp
-
-        yield _rpc_call
-
 
 def validate_user_config_request(req: str):
     params = req.split(' ')
@@ -120,10 +36,14 @@ def validate_user_config_request(req: str):
             attr = params[1]
 
             match attr:
-                case 'algo':
+                case 'model' | 'algo':
+                    attr = 'model'
                     val = params[2]
-                    if val not in ALGOS:
+                    shorts = [model_info['short'] for model_info in MODELS.values()]
-                        raise ConfigUnknownAlgorithm(f'no algo named {val}')
+                    if val not in shorts:
+                        raise ConfigUnknownAlgorithm(f'no model named {val}')
+
+                    val = get_model_by_shortname(val)
 
                 case 'step':
                     val = int(params[2])
@@ -164,12 +84,48 @@ def validate_user_config_request(req: str):
                         raise ConfigUnknownUpscaler(
                             f'\"{val}\" is not a valid upscaler')
 
+                case 'autoconf':
+                    val = params[2]
+                    if val == 'on':
+                        val = True
+
+                    elif val == 'off':
+                        val = False
+
+                    else:
+                        raise ConfigUnknownAutoConfSetting(
+                            f'\"{val}\" not a valid setting for autoconf')
+
                 case _:
                     raise ConfigUnknownAttribute(
                         f'\"{attr}\" not a configurable parameter')
 
-            return attr, val, f'config updated! {attr} to {val}'
+            display_val = val
+            if attr == 'seed':
+                if not val:
+                    display_val = 'Random'
+
+            return attr, val, f'config updated! {attr} to {display_val}'
 
         except ValueError:
             raise ValueError(f'\"{val}\" is not a number silly')
 
+
+def perform_auto_conf(config: dict) -> dict:
+    model = config['model']
+    prefered_size_w = 512
+    prefered_size_h = 512
+
+    if 'xl' in model:
+        prefered_size_w = 1024
+        prefered_size_h = 1024
+
+    else:
+        prefered_size_w = 512
+        prefered_size_h = 512
+
+    config['step'] = random.randint(20, 35)
+    config['width'] = prefered_size_w
+    config['height'] = prefered_size_h
+
+    return config

skynet/frontend/discord/__init__.py

@@ -0,0 +1,311 @@
+#!/usr/bin/python
+
+from json import JSONDecodeError
+import random
+import logging
+import asyncio
+
+from decimal import Decimal
+from hashlib import sha256
+from datetime import datetime
+from contextlib import ExitStack, AsyncExitStack
+from contextlib import asynccontextmanager as acm
+
+from leap.cleos import CLEOS
+from leap.sugar import Name, asset_from_str, collect_stdout
+from leap.hyperion import HyperionAPI
+# from telebot.types import InputMediaPhoto
+
+import discord
+import io
+
+from skynet.db import open_database_connection
+from skynet.ipfs import get_ipfs_file, AsyncIPFSHTTP
+from skynet.constants import *
+
+from . import *
+from .bot import DiscordBot
+
+from .utils import *
+from .handlers import create_handler_context
+from .ui import SkynetView
+
+
+class SkynetDiscordFrontend:
+
+    def __init__(
+        self,
+        # token: str,
+        account: str,
+        permission: str,
+        node_url: str,
+        hyperion_url: str,
+        db_host: str,
+        db_user: str,
+        db_pass: str,
+        ipfs_url: str,
+        remote_ipfs_node: str,
+        key: str,
+        explorer_domain: str,
+        ipfs_domain: str
+    ):
+        # self.token = token
+        self.account = account
+        self.permission = permission
+        self.node_url = node_url
+        self.hyperion_url = hyperion_url
+        self.db_host = db_host
+        self.db_user = db_user
+        self.db_pass = db_pass
+        self.ipfs_url = ipfs_url
+        self.remote_ipfs_node = remote_ipfs_node
+        self.key = key
+        self.explorer_domain = explorer_domain
+        self.ipfs_domain = ipfs_domain
+
+        self.bot = DiscordBot(self)
+        self.cleos = CLEOS(None, None, url=node_url, remote=node_url)
+        self.hyperion = HyperionAPI(hyperion_url)
+        self.ipfs_node = AsyncIPFSHTTP(ipfs_node)
+
+        self._exit_stack = ExitStack()
+        self._async_exit_stack = AsyncExitStack()
+
+    async def start(self):
+        if self.remote_ipfs_node:
+            await self.ipfs_node.connect(self.remote_ipfs_node)
+
+        self.db_call = await self._async_exit_stack.enter_async_context(
+            open_database_connection(
+                self.db_user, self.db_pass, self.db_host))
+
+        create_handler_context(self)
+
+    async def stop(self):
+        await self._async_exit_stack.aclose()
+        self._exit_stack.close()
+
+    @acm
+    async def open(self):
+        await self.start()
+        yield self
+        await self.stop()
+
+    # maybe do this?
+    # async def update_status_message(
+    #     self, status_msg, new_text: str, **kwargs
+    # ):
+    #     await self.db_call(
+    #         'update_user_request_by_sid', status_msg.id, new_text)
+    #     return await self.bot.edit_message_text(
+    #         new_text,
+    #         chat_id=status_msg.chat.id,
+    #         message_id=status_msg.id,
+    #         **kwargs
+    #     )
+
+    # async def append_status_message(
+    #     self, status_msg, add_text: str, **kwargs
+    # ):
+    #     request = await self.db_call('get_user_request_by_sid', status_msg.id)
+    #     await self.update_status_message(
+    #         status_msg,
+    #         request['status'] + add_text,
+    #         **kwargs
+    #     )
+
+    async def work_request(
+        self,
+        user,
+        status_msg,
+        method: str,
+        params: dict,
+        ctx: discord.ext.commands.context.Context | discord.Message,
+        file_id: str | None = None,
+        binary_data: str = ''
+    ) -> bool:
+        send = ctx.channel.send
+
+        if params['seed'] == None:
+            params['seed'] = random.randint(0, 0xFFFFFFFF)
+
+        sanitized_params = {}
+        for key, val in params.items():
+            if isinstance(val, Decimal):
+                val = str(val)
+
+            sanitized_params[key] = val
+
+        body = json.dumps({
+            'method': 'diffuse',
+            'params': sanitized_params
+        })
+        request_time = datetime.now().isoformat()
+
+        await status_msg.delete()
+        msg_text = f'processing a \'{method}\' request by {user.name}\n[{timestamp_pretty()}] *broadcasting transaction to chain...* '
+        embed = discord.Embed(
+            title='live updates',
+            description=msg_text,
+            color=discord.Color.blue())
+
+        message = await send(embed=embed)
+
+        reward = '20.0000 GPU'
+        res = await self.cleos.a_push_action(
+            'telos.gpu',
+            'enqueue',
+            {
+                'user': Name(self.account),
+                'request_body': body,
+                'binary_data': binary_data,
+                'reward': asset_from_str(reward),
+                'min_verification': 1
+            },
+            self.account, self.key, permission=self.permission
+        )
+
+        if 'code' in res or 'statusCode' in res:
+            logging.error(json.dumps(res, indent=4))
+            await self.bot.channel.send(
+                status_msg,
+                'skynet has suffered an internal error trying to fill this request')
+            return False
+
+        enqueue_tx_id = res['transaction_id']
+        enqueue_tx_link = f'[**Your request on Skynet Explorer**](https://{self.explorer_domain}/v2/explore/transaction/{enqueue_tx_id})'
+
+        msg_text += f'**broadcasted!** \n{enqueue_tx_link}\n[{timestamp_pretty()}] *workers are processing request...* '
+        embed = discord.Embed(
+            title='live updates',
+            description=msg_text,
+            color=discord.Color.blue())
+
+        await message.edit(embed=embed)
+
+        out = collect_stdout(res)
+
+        request_id, nonce = out.split(':')
+
+        request_hash = sha256(
+            (nonce + body + binary_data).encode('utf-8')).hexdigest().upper()
+
+        request_id = int(request_id)
+
+        logging.info(f'{request_id} enqueued.')
+
+        tx_hash = None
+        ipfs_hash = None
+        for i in range(60):
+            try:
+                submits = await self.hyperion.aget_actions(
+                    account=self.account,
+                    filter='telos.gpu:submit',
+                    sort='desc',
+                    after=request_time
+                )
+                actions = [
+                    action
+                    for action in submits['actions']
+                    if action[
+                        'act']['data']['request_hash'] == request_hash
+                ]
+                if len(actions) > 0:
+                    tx_hash = actions[0]['trx_id']
+                    data = actions[0]['act']['data']
+                    ipfs_hash = data['ipfs_hash']
+                    worker = data['worker']
+                    logging.info('Found matching submit!')
+                    break
+
+            except JSONDecodeError:
+                logging.error(f'network error while getting actions, retry..')
+
+            await asyncio.sleep(1)
+
+        if not ipfs_hash:
+
+            timeout_text = f'\n[{timestamp_pretty()}] **timeout processing request**'
+            embed = discord.Embed(
+                title='live updates',
+                description=timeout_text,
+                color=discord.Color.blue())
+
+            await message.edit(embed=embed)
+            return False
+
+        tx_link = f'[**Your result on Skynet Explorer**](https://explorer.{DEFAULT_DOMAIN}/v2/explore/transaction/{tx_hash})'
+
+        msg_text += f'**request processed!**\n{tx_link}\n[{timestamp_pretty()}] *trying to download image...*\n '
+        embed = discord.Embed(
+            title='live updates',
+            description=msg_text,
+            color=discord.Color.blue())
+
+        await message.edit(embed=embed)
+
+        # attempt to get the image and send it
+        results = {}
+        ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}'
+        ipfs_link_legacy = ipfs_link + '/image.png'
+
+        async def get_and_set_results(link: str):
+            res = await get_ipfs_file(link)
+            logging.info(f'got response from {link}')
+            if not res or res.status_code != 200:
+                logging.warning(f'couldn\'t get ipfs binary data at {link}!')
+
+            else:
+                try:
+                    with Image.open(io.BytesIO(res.raw)) as image:
+                        tmp_buf = io.BytesIO()
+                        image.save(tmp_buf, format='PNG')
+                        png_img = tmp_buf.getvalue()
+                        results[link] = png_img
+
+                except UnidentifiedImageError:
+                    logging.warning(f'couldn\'t get ipfs binary data at {link}!')
+
+        tasks = [
+            get_and_set_results(ipfs_link),
+            get_and_set_results(ipfs_link_legacy)
+        ]
+        await asyncio.gather(*tasks)
+
+        png_img = None
+        if ipfs_link_legacy in results:
+            png_img = results[ipfs_link_legacy]
+
+        if ipfs_link in results:
+            png_img = results[ipfs_link]
+
+        if not png_img:
+            await self.update_status_message(
+                status_msg,
+                caption,
+                reply_markup=build_redo_menu(),
+                parse_mode='HTML'
+            )
+            return True
+
+        # reword this function, may not need caption
+        caption, embed = generate_reply_caption(
+            user, params, tx_hash, worker, reward)
+
+        if not resp or resp.status_code != 200:
+            logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!')
+            embed.add_field(name='Error', value=f'couldn\'t get ipfs hosted image [**here**]({ipfs_link})!')
+            await message.edit(embed=embed, view=SkynetView(self))
+        else:
+            logging.info(f'success! sending generated image')
+            await message.delete()
+            if file_id:  # img2img
+                embed.set_thumbnail(
+                    url='https://ipfs.skygpu.net/ipfs/' + binary_data + '/image.png')
+                embed.set_image(url=ipfs_link)
+                await send(embed=embed, view=SkynetView(self))
+            else:  # txt2img
+                embed.set_image(url=ipfs_link)
+                await send(embed=embed, view=SkynetView(self))
+
+        return True

skynet/frontend/discord/bot.py

@@ -0,0 +1,89 @@
+# import os
+import discord
+import asyncio
+# from dotenv import load_dotenv
+# from pathlib import Path
+from discord.ext import commands
+from .ui import SkynetView
+
+
+# # Auth
+# current_dir = Path(__file__).resolve().parent
+# # parent_dir = current_dir.parent
+# env_file_path = current_dir / ".env"
+# load_dotenv(dotenv_path=env_file_path)
+#
+# discordToken = os.getenv("DISCORD_TOKEN")
+
+
+# Actual Discord bot.
+class DiscordBot(commands.Bot):
+
+    def __init__(self, bot, *args, **kwargs):
+        self.bot = bot
+        intents = discord.Intents(
+            messages=True,
+            guilds=True,
+            typing=True,
+            members=True,
+            presences=True,
+            reactions=True,
+            message_content=True,
+            voice_states=True
+        )
+        super().__init__(command_prefix='/', intents=intents, *args, **kwargs)
+
+    # async def setup_hook(self):
+    #     db.poll_db.start()
+
+    async def on_ready(self):
+        print(f'{self.user.name} has connected to Discord!')
+        for guild in self.guilds:
+            for channel in guild.channels:
+                if channel.name == "skynet":
+                    await channel.send('Skynet bot online', view=SkynetView(self.bot))
+                    # intro_msg = await channel.send('Welcome to the Skynet discord bot.\nSkynet is a decentralized compute layer, focused on supporting AI paradigms. Skynet leverages blockchain technology to manage work requests and fills. We are currently featuring image generation and support 11 different models. Get started with the /help command, or just click on some buttons. Here is an example command to generate an image:\n/txt2img a big red tractor in a giant field of corn')
+                    intro_msg = await channel.send("Welcome to Skynet's Discord Bot,\n\nSkynet operates as a decentralized compute layer, offering a wide array of support for diverse AI paradigms through the use of blockchain technology. Our present focus is image generation, powered by 11 distinct models.\n\nTo begin exploring, use the '/help' command or directly interact with the provided buttons. Here is an example command to generate an image:\n\n'/txt2img a big red tractor in a giant field of corn'")
+                    await intro_msg.pin()
+
+        print("\n==============")
+        print("Logged in as")
+        print(self.user.name)
+        print(self.user.id)
+        print("==============")
+
+    async def on_message(self, message):
+        if isinstance(message.channel, discord.DMChannel):
+            return
+        elif message.channel.name != 'skynet':
+            return
+        elif message.author == self.user:
+            return
+        await self.process_commands(message)
+        # await asyncio.sleep(3)
+        # await message.channel.send('', view=SkynetView(self.bot))
+
+    async def on_command_error(self, ctx, error):
+        if isinstance(error, commands.MissingRequiredArgument):
+            await ctx.send('You missed a required argument, please try again.')
+
+    # async def on_message(self, message):
+    #     print(f"message from {message.author} what he said {message.content}")
+        # await message.channel.send(message.content)
+
+# bot=DiscordBot()
+# @bot.command(name='config', help='Responds with the configuration')
+# async def config(ctx):
+#     response = "This is the bot configuration"  # Put your bot configuration here
+#     await ctx.send(response)
+#
+# @bot.command(name='helper', help='Responds with a help')
+# async def helper(ctx):
+#     response = "This is help information" # Put your help response here
+#     await ctx.send(response)
+#
+# @bot.command(name='txt2img', help='Responds with an image')
+# async def txt2img(ctx, *, arg):
+#     response = f"This is your prompt: {arg}"
+#     await ctx.send(response)
+# bot.run(discordToken)

skynet/frontend/discord/handlers.py

@@ -0,0 +1,603 @@
+#!/usr/bin/python
+
+import io
+import json
+import logging
+
+from datetime import datetime, timedelta
+
+from PIL import Image
+# from telebot.types import CallbackQuery, Message
+
+from skynet.frontend import validate_user_config_request
+from skynet.constants import *
+from .ui import SkynetView
+
+
+def create_handler_context(frontend: 'SkynetDiscordFrontend'):
+
+    bot = frontend.bot
+    cleos = frontend.cleos
+    db_call = frontend.db_call
+    work_request = frontend.work_request
+
+    ipfs_node = frontend.ipfs_node
+
+    @bot.command(name='config', help='Responds with the configuration')
+    async def set_config(ctx):
+
+        user = ctx.author
+        try:
+            attr, val, reply_txt = validate_user_config_request(
+                ctx.message.content)
+
+            logging.info(f'user config update: {attr} to {val}')
+            await db_call('update_user_config', user.id, attr, val)
+            logging.info('done')
+
+        except BaseException as e:
+            reply_txt = str(e)
+
+        finally:
+            await ctx.reply(content=reply_txt, view=SkynetView(frontend))
+
+    bot.remove_command('help')
+    @bot.command(name='help', help='Responds with a help')
+    async def help(ctx):
+        splt_msg = ctx.message.content.split(' ')
+
+        if len(splt_msg) == 1:
+            await ctx.send(content=f'```{HELP_TEXT}```', view=SkynetView(frontend))
+
+        else:
+            param = splt_msg[1]
+            if param in HELP_TOPICS:
+                await ctx.send(content=f'```{HELP_TOPICS[param]}```', view=SkynetView(frontend))
+
+            else:
+                await ctx.send(content=f'```{HELP_UNKWNOWN_PARAM}```', view=SkynetView(frontend))
+
+    @bot.command(name='cool', help='Display a list of cool prompt words')
+    async def send_cool_words(ctx):
+        clean_cool_word = '\n'.join(CLEAN_COOL_WORDS)
+        await ctx.send(content=f'```{clean_cool_word}```', view=SkynetView(frontend))
+
+    @bot.command(name='stats', help='See user statistics' )
+    async def user_stats(ctx):
+        user = ctx.author
+
+        await db_call('get_or_create_user', user.id)
+        generated, joined, role = await db_call('get_user_stats', user.id)
+
+        stats_str = f'```generated: {generated}\n'
+        stats_str += f'joined: {joined}\n'
+        stats_str += f'role: {role}\n```'
+
+        await ctx.reply(stats_str, view=SkynetView(frontend))
+
+    @bot.command(name='donate', help='See donate info')
+    async def donation_info(ctx):
+        await ctx.reply(
+            f'```\n{DONATION_INFO}```', view=SkynetView(frontend))
+
+    @bot.command(name='txt2img', help='Responds with an image')
+    async def send_txt2img(ctx):
+
+        # grab user from ctx
+        user = ctx.author
+        user_row = await db_call('get_or_create_user', user.id)
+
+        # init new msg
+        init_msg = 'started processing txt2img request...'
+        status_msg = await ctx.send(init_msg)
+        await db_call(
+            'new_user_request', user.id, ctx.message.id, status_msg.id, status=init_msg)
+
+        prompt = ' '.join(ctx.message.content.split(' ')[1:])
+
+        if len(prompt) == 0:
+            await status_msg.edit(content=
+                'Empty text prompt ignored.'
+            )
+            await db_call('update_user_request', status_msg.id, 'Empty text prompt ignored.')
+            return
+
+        logging.info(f'mid: {ctx.message.id}')
+
+        user_config = {**user_row}
+        del user_config['id']
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        await db_call(
+            'update_user_stats', user.id, 'txt2img', last_prompt=prompt)
+
+        success = await work_request(user, status_msg, 'txt2img', params, ctx)
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+    @bot.command(name='redo', help='Redo last request')
+    async def redo(ctx):
+        init_msg = 'started processing redo request...'
+        status_msg = await ctx.send(init_msg)
+        user = ctx.author
+
+        method = await db_call('get_last_method_of', user.id)
+        prompt = await db_call('get_last_prompt_of', user.id)
+
+        file_id = None
+        binary = ''
+        if method == 'img2img':
+            file_id = await db_call('get_last_file_of', user.id)
+            binary = await db_call('get_last_binary_of', user.id)
+
+        if not prompt:
+            await status_msg.edit(
+                content='no last prompt found, do a txt2img cmd first!',
+                view=SkynetView(frontend)
+            )
+            return
+
+        user_row = await db_call('get_or_create_user', user.id)
+        await db_call(
+            'new_user_request', user.id, ctx.message.id, status_msg.id, status=init_msg)
+        user_config = {**user_row}
+        del user_config['id']
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        success = await work_request(
+            user, status_msg, 'redo', params, ctx,
+            file_id=file_id,
+            binary_data=binary
+        )
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+    @bot.command(name='img2img', help='Responds with an image')
+    async def send_img2img(ctx):
+        # if isinstance(message_or_query, CallbackQuery):
+        #     query = message_or_query
+        #     message = query.message
+        #     user = query.from_user
+        #     chat = query.message.chat
+        #
+        # else:
+        #     message = message_or_query
+        #     user = message.from_user
+        #     chat = message.chat
+
+        # reply_id = None
+        # if chat.type == 'group' and chat.id == GROUP_ID:
+        #     reply_id = message.message_id
+        #
+        user = ctx.author
+        user_row = await db_call('get_or_create_user', user.id)
+
+        # init new msg
+        init_msg = 'started processing img2img request...'
+        status_msg = await ctx.send(init_msg)
+        await db_call(
+            'new_user_request', user.id, ctx.message.id, status_msg.id, status=init_msg)
+
+        if not ctx.message.content.startswith('/img2img'):
+            await ctx.reply(
+                'For image to image you need to add /img2img to the beggining of your caption'
+            )
+            return
+
+        prompt = ' '.join(ctx.message.content.split(' ')[1:])
+
+        if len(prompt) == 0:
+            await ctx.reply('Empty text prompt ignored.')
+            return
+
+        # file_id = message.photo[-1].file_id
+        # file_path = (await bot.get_file(file_id)).file_path
+        # image_raw = await bot.download_file(file_path)
+        #
+
+        file = ctx.message.attachments[-1]
+        file_id = str(file.id)
+        # file bytes
+        image_raw = await file.read()
+        with Image.open(io.BytesIO(image_raw)) as image:
+            w, h = image.size
+
+            if w > 512 or h > 512:
+                logging.warning(f'user sent img of size {image.size}')
+                image.thumbnail((512, 512))
+                logging.warning(f'resized it to {image.size}')
+
+            image_loc = 'ipfs-staging/image.png'
+            image.save(image_loc, format='PNG')
+
+            ipfs_info = await ipfs_node.add(image_loc)
+            ipfs_hash = ipfs_info['Hash']
+            await ipfs_node.pin(ipfs_hash)
+
+            logging.info(f'published input image {ipfs_hash} on ipfs')
+
+        logging.info(f'mid: {ctx.message.id}')
+
+        user_config = {**user_row}
+        del user_config['id']
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        await db_call(
+            'update_user_stats',
+            user.id,
+            'img2img',
+            last_file=file_id,
+            last_prompt=prompt,
+            last_binary=ipfs_hash
+        )
+
+        success = await work_request(
+            user, status_msg, 'img2img', params, ctx,
+            file_id=file_id,
+            binary_data=ipfs_hash
+        )
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+
+        
+        # TODO: DELETE BELOW
+        # user = 'testworker3'
+        # status_msg = 'status'
+        # params = {
+        #     'prompt': arg,
+        #     'seed': None,
+        #     'step': 35,
+        #     'guidance': 7.5,
+        #     'strength': 0.5,
+        #     'width': 512,
+        #     'height': 512,
+        #     'upscaler': None,
+        #     'model': 'prompthero/openjourney',
+        # }
+        #
+        # ec = await work_request(user, status_msg, 'txt2img', params, ctx)
+        # print(ec)
+
+        # if ec == 0:
+            # await db_call('increment_generated', user.id)
+
+        # response = f"This is your prompt: {arg}"
+        # await ctx.send(response)
+
+    # generic / simple handlers
+
+    # @bot.message_handler(commands=['help'])
+    # async def send_help(message):
+    #     splt_msg = message.text.split(' ')
+    #
+    #     if len(splt_msg) == 1:
+    #         await bot.reply_to(message, HELP_TEXT)
+    #
+    #     else:
+    #         param = splt_msg[1]
+    #         if param in HELP_TOPICS:
+    #             await bot.reply_to(message, HELP_TOPICS[param])
+    #
+    #         else:
+    #             await bot.reply_to(message, HELP_UNKWNOWN_PARAM)
+    #
+    # @bot.message_handler(commands=['cool'])
+    # async def send_cool_words(message):
+    #     await bot.reply_to(message, '\n'.join(COOL_WORDS))
+    #
+    # @bot.message_handler(commands=['queue'])
+    # async def queue(message):
+    #     an_hour_ago = datetime.now() - timedelta(hours=1)
+    #     queue = await cleos.aget_table(
+    #         'telos.gpu', 'telos.gpu', 'queue',
+    #         index_position=2,
+    #         key_type='i64',
+    #         sort='desc',
+    #         lower_bound=int(an_hour_ago.timestamp())
+    #     )
+    #     await bot.reply_to(
+    #         message, f'Total requests on skynet queue: {len(queue)}')
+
+
+    # @bot.message_handler(commands=['config'])
+    # async def set_config(message):
+    #     user = message.from_user.id
+    #     try:
+    #         attr, val, reply_txt = validate_user_config_request(
+    #             message.text)
+    #
+    #         logging.info(f'user config update: {attr} to {val}')
+    #         await db_call('update_user_config', user, attr, val)
+    #         logging.info('done')
+    #
+    #     except BaseException as e:
+    #         reply_txt = str(e)
+    #
+    #     finally:
+    #         await bot.reply_to(message, reply_txt)
+    #
+    # @bot.message_handler(commands=['stats'])
+    # async def user_stats(message):
+    #     user = message.from_user.id
+    #
+    #     await db_call('get_or_create_user', user)
+    #     generated, joined, role = await db_call('get_user_stats', user)
+    #
+    #     stats_str = f'generated: {generated}\n'
+    #     stats_str += f'joined: {joined}\n'
+    #     stats_str += f'role: {role}\n'
+    #
+    #     await bot.reply_to(
+    #         message, stats_str)
+    #
+    # @bot.message_handler(commands=['donate'])
+    # async def donation_info(message):
+    #     await bot.reply_to(
+    #         message, DONATION_INFO)
+    #
+    # @bot.message_handler(commands=['say'])
+    # async def say(message):
+    #     chat = message.chat
+    #     user = message.from_user
+    #
+    #     if (chat.type == 'group') or (user.id != 383385940):
+    #         return
+    #
+    #     await bot.send_message(GROUP_ID, message.text[4:])
+
+
+    # generic txt2img handler
+
+    # async def _generic_txt2img(message_or_query):
+    #     if isinstance(message_or_query, CallbackQuery):
+    #         query = message_or_query
+    #         message = query.message
+    #         user = query.from_user
+    #         chat = query.message.chat
+    #
+    #     else:
+    #         message = message_or_query
+    #         user = message.from_user
+    #         chat = message.chat
+    #
+    #     reply_id = None
+    #     if chat.type == 'group' and chat.id == GROUP_ID:
+    #         reply_id = message.message_id
+    #
+    #     user_row = await db_call('get_or_create_user', user.id)
+    #
+    #     # init new msg
+    #     init_msg = 'started processing txt2img request...'
+    #     status_msg = await bot.reply_to(message, init_msg)
+    #     await db_call(
+    #         'new_user_request', user.id, message.id, status_msg.id, status=init_msg)
+    #
+    #     prompt = ' '.join(message.text.split(' ')[1:])
+    #
+    #     if len(prompt) == 0:
+    #         await bot.edit_message_text(
+    #             'Empty text prompt ignored.',
+    #             chat_id=status_msg.chat.id,
+    #             message_id=status_msg.id
+    #         )
+    #         await db_call('update_user_request', status_msg.id, 'Empty text prompt ignored.')
+    #         return
+    #
+    #     logging.info(f'mid: {message.id}')
+    #
+    #     user_config = {**user_row}
+    #     del user_config['id']
+    #
+    #     params = {
+    #         'prompt': prompt,
+    #         **user_config
+    #     }
+    #
+    #     await db_call(
+    #         'update_user_stats', user.id, 'txt2img', last_prompt=prompt)
+    #
+    #     ec = await work_request(user, status_msg, 'txt2img', params)
+
+    #     if ec == 0:
+    #         await db_call('increment_generated', user.id)
+    #
+    #
+    # # generic img2img handler
+    #
+    # async def _generic_img2img(message_or_query):
+    #     if isinstance(message_or_query, CallbackQuery):
+    #         query = message_or_query
+    #         message = query.message
+    #         user = query.from_user
+    #         chat = query.message.chat
+    #
+    #     else:
+    #         message = message_or_query
+    #         user = message.from_user
+    #         chat = message.chat
+    #
+    #     reply_id = None
+    #     if chat.type == 'group' and chat.id == GROUP_ID:
+    #         reply_id = message.message_id
+    #
+    #     user_row = await db_call('get_or_create_user', user.id)
+    #
+    #     # init new msg
+    #     init_msg = 'started processing txt2img request...'
+    #     status_msg = await bot.reply_to(message, init_msg)
+    #     await db_call(
+    #         'new_user_request', user.id, message.id, status_msg.id, status=init_msg)
+    #
+    #     if not message.caption.startswith('/img2img'):
+    #         await bot.reply_to(
+    #             message,
+    #             'For image to image you need to add /img2img to the beggining of your caption'
+    #         )
+    #         return
+    #
+    #     prompt = ' '.join(message.caption.split(' ')[1:])
+    #
+    #     if len(prompt) == 0:
+    #         await bot.reply_to(message, 'Empty text prompt ignored.')
+    #         return
+    #
+    #     file_id = message.photo[-1].file_id
+    #     file_path = (await bot.get_file(file_id)).file_path
+    #     image_raw = await bot.download_file(file_path)
+
+        # with Image.open(io.BytesIO(image_raw)) as image:
+        #     w, h = image.size
+        #
+        #     if w > 512 or h > 512:
+        #         logging.warning(f'user sent img of size {image.size}')
+        #         image.thumbnail((512, 512))
+        #         logging.warning(f'resized it to {image.size}')
+        #
+        #     image.save(f'ipfs-docker-staging/image.png', format='PNG')
+        #
+        #     ipfs_hash = ipfs_node.add('image.png')
+        #     ipfs_node.pin(ipfs_hash)
+        #
+        #     logging.info(f'published input image {ipfs_hash} on ipfs')
+        #
+        # logging.info(f'mid: {message.id}')
+        #
+        # user_config = {**user_row}
+        # del user_config['id']
+        #
+        # params = {
+        #     'prompt': prompt,
+        #     **user_config
+        # }
+        #
+        # await db_call(
+        #     'update_user_stats',
+        #     user.id,
+        #     'img2img',
+        #     last_file=file_id,
+        #     last_prompt=prompt,
+        #     last_binary=ipfs_hash
+        # )
+        #
+        # ec = await work_request(
+        #     user, status_msg, 'img2img', params,
+        #     file_id=file_id,
+        #     binary_data=ipfs_hash
+        # )
+        #
+        # if ec == 0:
+        #     await db_call('increment_generated', user.id)
+        #
+
+    # generic redo handler
+
+    # async def _redo(message_or_query):
+    #     is_query = False
+    #     if isinstance(message_or_query, CallbackQuery):
+    #         is_query = True
+    #         query = message_or_query
+    #         message = query.message
+    #         user = query.from_user
+    #         chat = query.message.chat
+    #
+    #     elif isinstance(message_or_query, Message):
+    #         message = message_or_query
+    #         user = message.from_user
+    #         chat = message.chat
+    #
+    #     init_msg = 'started processing redo request...'
+    #     if is_query:
+    #         status_msg = await bot.send_message(chat.id, init_msg)
+    #
+    #     else:
+    #         status_msg = await bot.reply_to(message, init_msg)
+    #
+    #     method = await db_call('get_last_method_of', user.id)
+    #     prompt = await db_call('get_last_prompt_of', user.id)
+    #
+    #     file_id = None
+    #     binary = ''
+    #     if method == 'img2img':
+    #         file_id = await db_call('get_last_file_of', user.id)
+    #         binary = await db_call('get_last_binary_of', user.id)
+    #
+    #     if not prompt:
+    #         await bot.reply_to(
+    #             message,
+    #             'no last prompt found, do a txt2img cmd first!'
+    #         )
+    #         return
+    #
+    #
+    #     user_row = await db_call('get_or_create_user', user.id)
+    #     await db_call(
+    #         'new_user_request', user.id, message.id, status_msg.id, status=init_msg)
+    #     user_config = {**user_row}
+    #     del user_config['id']
+    #
+    #     params = {
+    #         'prompt': prompt,
+    #         **user_config
+    #     }
+    #
+    #     await work_request(
+    #         user, status_msg, 'redo', params,
+    #         file_id=file_id,
+    #         binary_data=binary
+    #     )
+
+
+    # "proxy" handlers just request routers
+
+    # @bot.message_handler(commands=['txt2img'])
+    # async def send_txt2img(message):
+    #     await _generic_txt2img(message)
+    #
+    # @bot.message_handler(func=lambda message: True, content_types=[
+    #     'photo', 'document'])
+    # async def send_img2img(message):
+    #     await _generic_img2img(message)
+    #
+    # @bot.message_handler(commands=['img2img'])
+    # async def img2img_missing_image(message):
+    #     await bot.reply_to(
+    #         message,
+    #         'seems you tried to do an img2img command without sending image'
+    #     )
+    #
+    # @bot.message_handler(commands=['redo'])
+    # async def redo(message):
+    #     await _redo(message)
+    #
+    # @bot.callback_query_handler(func=lambda call: True)
+    # async def callback_query(call):
+    #     msg = json.loads(call.data)
+    #     logging.info(call.data)
+    #     method = msg.get('method')
+    #     match method:
+    #         case 'redo':
+    #             await _redo(call)
+
+
+    # catch all handler for things we dont support
+
+    # @bot.message_handler(func=lambda message: True)
+    # async def echo_message(message):
+    #     if message.text[0] == '/':
+    #         await bot.reply_to(message, UNKNOWN_CMD_TEXT)

skynet/frontend/discord/ui.py

@@ -0,0 +1,311 @@
+import io
+import discord
+from PIL import Image
+import logging
+from skynet.constants import *
+from skynet.frontend import validate_user_config_request
+
+
+class SkynetView(discord.ui.View):
+
+    def __init__(self, bot):
+        self.bot = bot
+        super().__init__(timeout=None)
+        self.add_item(RedoButton('redo', discord.ButtonStyle.primary, self.bot))
+        self.add_item(Txt2ImgButton('txt2img', discord.ButtonStyle.primary, self.bot))
+        self.add_item(Img2ImgButton('img2img', discord.ButtonStyle.primary, self.bot))
+        self.add_item(StatsButton('stats', discord.ButtonStyle.secondary, self.bot))
+        self.add_item(DonateButton('donate', discord.ButtonStyle.secondary, self.bot))
+        self.add_item(ConfigButton('config', discord.ButtonStyle.secondary, self.bot))
+        self.add_item(HelpButton('help', discord.ButtonStyle.secondary, self.bot))
+        self.add_item(CoolButton('cool', discord.ButtonStyle.secondary, self.bot))
+
+
+class Txt2ImgButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        db_call = self.bot.db_call
+        work_request = self.bot.work_request
+        msg = await grab('Enter your prompt:', interaction)
+        # grab user from msg
+        user = msg.author
+        user_row = await db_call('get_or_create_user', user.id)
+
+        # init new msg
+        init_msg = 'started processing txt2img request...'
+        status_msg = await msg.channel.send(init_msg)
+        await db_call(
+            'new_user_request', user.id, msg.id, status_msg.id, status=init_msg)
+
+        prompt = msg.content
+
+        if len(prompt) == 0:
+            await status_msg.edit(content=
+                'Empty text prompt ignored.'
+            )
+            await db_call('update_user_request', status_msg.id, 'Empty text prompt ignored.')
+            return
+
+        logging.info(f'mid: {msg.id}')
+
+        user_config = {**user_row}
+        del user_config['id']
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        await db_call(
+            'update_user_stats', user.id, 'txt2img', last_prompt=prompt)
+
+        success = await work_request(user, status_msg, 'txt2img', params, msg)
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+
+class Img2ImgButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        db_call = self.bot.db_call
+        work_request = self.bot.work_request
+        ipfs_node = self.bot.ipfs_node
+        msg = await grab('Attach an Image. Enter your prompt:', interaction)
+
+        user = msg.author
+        user_row = await db_call('get_or_create_user', user.id)
+
+        # init new msg
+        init_msg = 'started processing img2img request...'
+        status_msg = await msg.channel.send(init_msg)
+        await db_call(
+            'new_user_request', user.id, msg.id, status_msg.id, status=init_msg)
+
+        # if not msg.content.startswith('/img2img'):
+        #     await msg.reply(
+        #         'For image to image you need to add /img2img to the beggining of your caption'
+        #     )
+        #     return
+
+        prompt = msg.content
+
+        if len(prompt) == 0:
+            await msg.reply('Empty text prompt ignored.')
+            return
+
+        # file_id = message.photo[-1].file_id
+        # file_path = (await bot.get_file(file_id)).file_path
+        # image_raw = await bot.download_file(file_path)
+        #
+
+        file = msg.attachments[-1]
+        file_id = str(file.id)
+        # file bytes
+        image_raw = await file.read()
+        with Image.open(io.BytesIO(image_raw)) as image:
+            w, h = image.size
+
+            if w > 512 or h > 512:
+                logging.warning(f'user sent img of size {image.size}')
+                image.thumbnail((512, 512))
+                logging.warning(f'resized it to {image.size}')
+
+            image.save(f'ipfs-docker-staging/image.png', format='PNG')
+
+            ipfs_hash = ipfs_node.add('image.png')
+            ipfs_node.pin(ipfs_hash)
+
+            logging.info(f'published input image {ipfs_hash} on ipfs')
+
+        logging.info(f'mid: {msg.id}')
+
+        user_config = {**user_row}
+        del user_config['id']
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        await db_call(
+            'update_user_stats',
+            user.id,
+            'img2img',
+            last_file=file_id,
+            last_prompt=prompt,
+            last_binary=ipfs_hash
+        )
+
+        success = await work_request(
+            user, status_msg, 'img2img', params, msg,
+            file_id=file_id,
+            binary_data=ipfs_hash
+        )
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+
+class RedoButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        db_call = self.bot.db_call
+        work_request = self.bot.work_request
+        init_msg = 'started processing redo request...'
+        await interaction.response.send_message(init_msg)
+        status_msg = await interaction.original_response()
+        user = interaction.user
+
+        method = await db_call('get_last_method_of', user.id)
+        prompt = await db_call('get_last_prompt_of', user.id)
+
+        file_id = None
+        binary = ''
+        if method == 'img2img':
+            file_id = await db_call('get_last_file_of', user.id)
+            binary = await db_call('get_last_binary_of', user.id)
+
+        if not prompt:
+            await status_msg.edit(
+                content='no last prompt found, do a txt2img cmd first!',
+                view=SkynetView(self.bot)
+            )
+            return
+
+        user_row = await db_call('get_or_create_user', user.id)
+        await db_call(
+            'new_user_request', user.id, interaction.id, status_msg.id, status=init_msg)
+        user_config = {**user_row}
+        del user_config['id']
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+        success = await work_request(
+            user, status_msg, 'redo', params, interaction,
+            file_id=file_id,
+            binary_data=binary
+        )
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+
+class ConfigButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        db_call = self.bot.db_call
+        msg = await grab('What params do you want to change? (format: <param> <value>)', interaction)
+
+        user = interaction.user
+        try:
+            attr, val, reply_txt = validate_user_config_request(
+                '/config ' + msg.content)
+
+            logging.info(f'user config update: {attr} to {val}')
+            await db_call('update_user_config', user.id, attr, val)
+            logging.info('done')
+
+        except BaseException as e:
+            reply_txt = str(e)
+
+        finally:
+            await msg.reply(content=reply_txt, view=SkynetView(self.bot))
+
+
+class StatsButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        db_call = self.bot.db_call
+
+        user = interaction.user
+
+        await db_call('get_or_create_user', user.id)
+        generated, joined, role = await db_call('get_user_stats', user.id)
+
+        stats_str = f'```generated: {generated}\n'
+        stats_str += f'joined: {joined}\n'
+        stats_str += f'role: {role}\n```'
+
+        await interaction.response.send_message(
+            content=stats_str, view=SkynetView(self.bot))
+
+
+class DonateButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        await interaction.response.send_message(
+            content=f'```\n{DONATION_INFO}```',
+            view=SkynetView(self.bot))
+
+
+class CoolButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        clean_cool_word = '\n'.join(CLEAN_COOL_WORDS)
+        await interaction.response.send_message(
+            content=f'```{clean_cool_word}```',
+            view=SkynetView(self.bot))
+
+
+class HelpButton(discord.ui.Button):
+
+    def __init__(self, label: str, style: discord.ButtonStyle, bot):
+        self.bot = bot
+        super().__init__(label=label, style=style)
+
+    async def callback(self, interaction):
+        msg = await grab('What would you like help with? (a for all)', interaction)
+
+        param = msg.content
+
+        if param == 'a':
+            await msg.reply(content=f'```{HELP_TEXT}```', view=SkynetView(self.bot))
+
+        else:
+            if param in HELP_TOPICS:
+                await msg.reply(content=f'```{HELP_TOPICS[param]}```', view=SkynetView(self.bot))
+
+            else:
+                await msg.reply(content=f'```{HELP_UNKWNOWN_PARAM}```', view=SkynetView(self.bot))
+
+
+async def grab(prompt, interaction):
+    def vet(m):
+        return m.author == interaction.user and m.channel == interaction.channel
+
+    await interaction.response.send_message(prompt, ephemeral=True)
+    message = await interaction.client.wait_for('message', check=vet)
+    return message
+
+

skynet/frontend/discord/utils.py

@@ -0,0 +1,122 @@
+#!/usr/bin/python
+
+import json
+import logging
+import traceback
+
+from datetime import datetime, timezone
+
+from telebot.types import InlineKeyboardButton, InlineKeyboardMarkup
+from telebot.async_telebot import ExceptionHandler
+from telebot.formatting import hlink
+import discord
+
+from skynet.constants import *
+
+
+def timestamp_pretty():
+    return datetime.now(timezone.utc).strftime('%H:%M:%S')
+
+
+def tg_user_pretty(tguser):
+    if tguser.username:
+        return f'@{tguser.username}'
+    else:
+        return f'{tguser.first_name} id: {tguser.id}'
+
+
+class SKYExceptionHandler(ExceptionHandler):
+
+    def handle(exception):
+        traceback.print_exc()
+
+
+def build_redo_menu():
+    btn_redo = InlineKeyboardButton("Redo", callback_data=json.dumps({'method': 'redo'}))
+    inline_keyboard = InlineKeyboardMarkup()
+    inline_keyboard.add(btn_redo)
+    return inline_keyboard
+
+
+def prepare_metainfo_caption(user, worker: str, reward: str, meta: dict, embed) -> str:
+    prompt = meta["prompt"]
+    if len(prompt) > 256:
+        prompt = prompt[:256]
+    
+    gen_str = f'generated by {user.name}\n'
+    gen_str += f'performed by {worker}\n'
+    gen_str += f'reward: {reward}\n'
+
+    embed.add_field(
+        name='General Info', value=f'```{gen_str}```', inline=False)
+    # meta_str = f'__by {user.name}__\n'
+    # meta_str += f'*performed by {worker}*\n'
+    # meta_str += f'__**reward: {reward}**__\n'
+    embed.add_field(name='Prompt', value=f'```{prompt}\n```', inline=False)
+
+    # meta_str = f'`prompt:` {prompt}\n'
+
+    meta_str = f'seed: {meta["seed"]}\n'
+    meta_str += f'step: {meta["step"]}\n'
+    meta_str += f'guidance: {meta["guidance"]}\n'
+
+    if meta['strength']:
+        meta_str += f'strength: {meta["strength"]}\n'
+    meta_str += f'algo: {meta["model"]}\n'
+    if meta['upscaler']:
+        meta_str += f'upscaler: {meta["upscaler"]}\n'
+
+    embed.add_field(name='Parameters', value=f'```{meta_str}```', inline=False)
+
+    foot_str = f'Made with Skynet v{VERSION}\n'
+    foot_str += f'JOIN THE SWARM: https://discord.gg/JYM4YPMgK'
+
+    embed.set_footer(text=foot_str)
+
+    return meta_str
+
+
+def generate_reply_caption(
+    user,  # discord user
+    params: dict,
+    tx_hash: str,
+    worker: str,
+    reward: str,
+    explorer_domain: str
+):
+    explorer_link = discord.Embed(
+        title='[SKYNET Transaction Explorer]',
+        url=f'https://{explorer_domain}/v2/explore/transaction/{tx_hash}',
+        color=discord.Color.blue())
+
+    meta_info = prepare_metainfo_caption(user, worker, reward, params, explorer_link)
+
+    # why do we have this?
+    final_msg = '\n'.join([
+        'Worker finished your task!',
+        # explorer_link,
+        f'PARAMETER INFO:\n{meta_info}'
+    ])
+
+    final_msg = '\n'.join([
+        # f'***{explorer_link}***',
+        f'{meta_info}'
+    ])
+
+    logging.info(final_msg)
+
+    return final_msg, explorer_link
+
+
+async def get_global_config(cleos):
+    return (await cleos.aget_table(
+        'telos.gpu', 'telos.gpu', 'config'))[0]
+
+async def get_user_nonce(cleos, user: str):
+    return (await cleos.aget_table(
+        'telos.gpu', 'telos.gpu', 'users',
+        index_position=1,
+        key_type='name',
+        lower_bound=user,
+        upper_bound=user
+    ))[0]['nonce']

skynet/frontend/telegram.py

@@ -1,292 +0,0 @@
-#!/usr/bin/python
-
-import io
-import zlib
-import logging
-
-from datetime import datetime
-
-import pynng
-
-from PIL import Image
-from trio_asyncio import aio_as_trio
-
-from telebot.types import (
-    InputFile, InputMediaPhoto, InlineKeyboardButton, InlineKeyboardMarkup
-)
-from telebot.async_telebot import AsyncTeleBot
-
-from ..constants import *
-
-from . import *
-
-
-PREFIX = 'tg'
-
-def build_redo_menu():
-    btn_redo = InlineKeyboardButton("Redo", callback_data=json.dumps({'method': 'redo'}))
-    inline_keyboard = InlineKeyboardMarkup()
-    inline_keyboard.add(btn_redo)
-    return inline_keyboard
-
-
-def prepare_metainfo_caption(tguser, meta: dict) -> str:
-    prompt = meta["prompt"]
-    if len(prompt) > 256:
-        prompt = prompt[:256]
-
-    if tguser.username:
-        user = f'@{tguser.username}'
-    else:
-        user = f'{tguser.first_name} id: {tguser.id}'
-
-    meta_str = f'by {user}\n'
-    meta_str += f'prompt: \"{prompt}\"\n'
-    meta_str += f'seed: {meta["seed"]}\n'
-    meta_str += f'step: {meta["step"]}\n'
-    meta_str += f'guidance: {meta["guidance"]}\n'
-    if meta['strength']:
-        meta_str += f'strength: {meta["strength"]}\n'
-    meta_str += f'algo: \"{meta["algo"]}\"\n'
-    if meta['upscaler']:
-        meta_str += f'upscaler: \"{meta["upscaler"]}\"\n'
-    meta_str += f'sampler: k_euler_ancestral\n'
-    meta_str += f'skynet v{VERSION}'
-    return meta_str
-
-
-async def run_skynet_telegram(
-    tg_token: str,
-    key_name: str = 'telegram-frontend',
-    cert_name: str = 'whitelist/telegram-frontend',
-    rpc_address: str = DEFAULT_RPC_ADDR
-):
-
-    logging.basicConfig(level=logging.INFO)
-    bot = AsyncTeleBot(tg_token)
-
-    async with open_skynet_rpc(
-        'skynet-telegram-0',
-        rpc_address=rpc_address,
-        security=True,
-        cert_name=cert_name,
-        key_name=key_name
-    ) as rpc_call:
-
-        async def _rpc_call(
-            uid: int,
-            method: str,
-            params: dict = {}
-        ):
-            return await rpc_call(
-                method, params, uid=f'{PREFIX}+{uid}')
-
-        @bot.message_handler(commands=['help'])
-        async def send_help(message):
-            splt_msg = message.text.split(' ')
-
-            if len(splt_msg) == 1:
-                await bot.reply_to(message, HELP_TEXT)
-
-            else:
-                param = splt_msg[1]
-                if param in HELP_TOPICS:
-                    await bot.reply_to(message, HELP_TOPICS[param])
-
-                else:
-                    await bot.reply_to(message, HELP_UNKWNOWN_PARAM)
-
-        @bot.message_handler(commands=['cool'])
-        async def send_cool_words(message):
-            await bot.reply_to(message, '\n'.join(COOL_WORDS))
-
-        @bot.message_handler(commands=['txt2img'])
-        async def send_txt2img(message):
-            chat = message.chat
-
-            prompt = ' '.join(message.text.split(' ')[1:])
-
-            if len(prompt) == 0:
-                await bot.reply_to(message, 'Empty text prompt ignored.')
-                return
-
-            logging.info(f'mid: {message.id}')
-            resp = await _rpc_call(
-                message.from_user.id,
-                'txt2img',
-                {'prompt': prompt}
-            )
-            logging.info(f'resp to {message.id} arrived')
-
-            resp_txt = ''
-            result = MessageToDict(resp.result)
-            if 'error' in resp.result:
-                resp_txt = resp.result['message']
-
-            else:
-                logging.info(result['id'])
-                img_raw = zlib.decompress(bytes.fromhex(result['img']))
-                logging.info(f'got image of size: {len(img_raw)}')
-                img = Image.open(io.BytesIO(img_raw))
-
-                await bot.send_photo(
-                    GROUP_ID,
-                    caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
-                    photo=img,
-                    reply_markup=build_redo_menu()
-                )
-                return
-
-            await bot.reply_to(message, resp_txt)
-
-        @bot.message_handler(func=lambda message: True, content_types=['photo'])
-        async def send_img2img(message):
-            chat = message.chat
-
-            if not message.caption.startswith('/img2img'):
-                return
-
-            prompt = ' '.join(message.caption.split(' ')[1:])
-
-            if len(prompt) == 0:
-                await bot.reply_to(message, 'Empty text prompt ignored.')
-                return
-
-            file_id = message.photo[-1].file_id
-            file_path = (await bot.get_file(file_id)).file_path
-            file_raw = await bot.download_file(file_path)
-            img = zlib.compress(file_raw)
-
-            logging.info(f'mid: {message.id}')
-            resp = await _rpc_call(
-                message.from_user.id,
-                'img2img',
-                {'prompt': prompt, 'img': img.hex()}
-            )
-            logging.info(f'resp to {message.id} arrived')
-
-            resp_txt = ''
-            result = MessageToDict(resp.result)
-            if 'error' in resp.result:
-                resp_txt = resp.result['message']
-
-            else:
-                logging.info(result['id'])
-                img_raw = zlib.decompress(bytes.fromhex(result['img']))
-                logging.info(f'got image of size: {len(img_raw)}')
-                img = Image.open(io.BytesIO(img_raw))
-
-                await bot.send_media_group(
-                    GROUP_ID,
-                    media=[
-                        InputMediaPhoto(file_id),
-                        InputMediaPhoto(
-                            img,
-                            caption=prepare_metainfo_caption(message.from_user, result['meta']['meta'])
-                        )
-                    ]
-                )
-                return
-
-            await bot.reply_to(message, resp_txt)
-
-        @bot.message_handler(commands=['img2img'])
-        async def redo_txt2img(message):
-            await bot.reply_to(
-                message,
-                'seems you tried to do an img2img command without sending image'
-            )
-
-        async def _redo(message):
-            resp = await _rpc_call(message.from_user.id, 'redo')
-
-            resp_txt = ''
-            result = MessageToDict(resp.result)
-            if 'error' in resp.result:
-                resp_txt = resp.result['message']
-
-            else:
-                logging.info(result['id'])
-                img_raw = zlib.decompress(bytes.fromhex(result['img']))
-                logging.info(f'got image of size: {len(img_raw)}')
-                img = Image.open(io.BytesIO(img_raw))
-
-                await bot.send_photo(
-                    GROUP_ID,
-                    caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
-                    photo=img,
-                    reply_markup=build_redo_menu()
-                )
-                return
-
-            await bot.reply_to(message, resp_txt)
-
-        @bot.message_handler(commands=['redo'])
-        async def redo_txt2img(message):
-            await _redo(message)
-
-        @bot.message_handler(commands=['config'])
-        async def set_config(message):
-            rpc_params = {}
-            try:
-                attr, val, reply_txt = validate_user_config_request(
-                    message.text)
-
-                resp = await _rpc_call(
-                    message.from_user.id,
-                    'config', {'attr': attr, 'val': val})
-
-            except BaseException as e:
-                reply_txt = str(e)
-
-            finally:
-                await bot.reply_to(message, reply_txt)
-
-        @bot.message_handler(commands=['stats'])
-        async def user_stats(message):
-            resp = await _rpc_call(
-                message.from_user.id,
-                'stats',
-                {}
-            )
-            stats = resp.result
-
-            stats_str = f'generated: {stats["generated"]}\n'
-            stats_str += f'joined: {stats["joined"]}\n'
-            stats_str += f'role: {stats["role"]}\n'
-
-            await bot.reply_to(
-                message, stats_str)
-
-        @bot.message_handler(commands=['donate'])
-        async def donation_info(message):
-            await bot.reply_to(
-                message, DONATION_INFO)
-
-        @bot.message_handler(commands=['say'])
-        async def say(message):
-            chat = message.chat
-            user = message.from_user
-
-            if (chat.type == 'group') or (user.id != 383385940):
-                return
-
-            await bot.send_message(GROUP_ID, message.text[4:])
-
-
-        @bot.message_handler(func=lambda message: True)
-        async def echo_message(message):
-            if message.text[0] == '/':
-                await bot.reply_to(message, UNKNOWN_CMD_TEXT)
-
-        @bot.callback_query_handler(func=lambda call: True)
-        async def callback_query(call):
-            msg = json.loads(call.data)
-            logging.info(call.data)
-            method = msg.get('method')
-            match method:
-                case 'redo':
-                    await _redo(call)
-
-
-        await aio_as_trio(bot.infinity_polling())

skynet/frontend/telegram/__init__.py

@@ -0,0 +1,319 @@
+#!/usr/bin/python
+
+import io
+import random
+import logging
+import asyncio
+
+from PIL import Image, UnidentifiedImageError
+from json import JSONDecodeError
+from decimal import Decimal
+from hashlib import sha256
+from datetime import datetime
+from contextlib import AsyncExitStack
+from contextlib import asynccontextmanager as acm
+
+from leap.cleos import CLEOS
+from leap.sugar import Name, asset_from_str, collect_stdout
+from leap.hyperion import HyperionAPI
+
+from telebot.types import InputMediaPhoto
+from telebot.async_telebot import AsyncTeleBot
+
+from skynet.db import open_database_connection
+from skynet.ipfs import get_ipfs_file, AsyncIPFSHTTP
+from skynet.constants import *
+
+from . import *
+
+from .utils import *
+from .handlers import create_handler_context
+
+
+class SkynetTelegramFrontend:
+
+    def __init__(
+        self,
+        token: str,
+        account: str,
+        permission: str,
+        node_url: str,
+        hyperion_url: str,
+        db_host: str,
+        db_user: str,
+        db_pass: str,
+        ipfs_node: str,
+        remote_ipfs_node: str | None,
+        key: str,
+        explorer_domain: str,
+        ipfs_domain: str
+    ):
+        self.token = token
+        self.account = account
+        self.permission = permission
+        self.node_url = node_url
+        self.hyperion_url = hyperion_url
+        self.db_host = db_host
+        self.db_user = db_user
+        self.db_pass = db_pass
+        self.remote_ipfs_node = remote_ipfs_node
+        self.key = key
+        self.explorer_domain = explorer_domain
+        self.ipfs_domain = ipfs_domain
+
+        self.bot = AsyncTeleBot(token, exception_handler=SKYExceptionHandler)
+        self.cleos = CLEOS(None, None, url=node_url, remote=node_url)
+        self.hyperion = HyperionAPI(hyperion_url)
+        self.ipfs_node = AsyncIPFSHTTP(ipfs_node)
+
+        self._async_exit_stack = AsyncExitStack()
+
+    async def start(self):
+        if self.remote_ipfs_node:
+            await self.ipfs_node.connect(self.remote_ipfs_node)
+
+        self.db_call = await self._async_exit_stack.enter_async_context(
+            open_database_connection(
+                self.db_user, self.db_pass, self.db_host))
+
+        create_handler_context(self)
+
+    async def stop(self):
+        await self._async_exit_stack.aclose()
+
+    @acm
+    async def open(self):
+        await self.start()
+        yield self
+        await self.stop()
+
+    async def update_status_message(
+        self, status_msg, new_text: str, **kwargs
+    ):
+        await self.db_call(
+            'update_user_request_by_sid', status_msg.id, new_text)
+        return await self.bot.edit_message_text(
+            new_text,
+            chat_id=status_msg.chat.id,
+            message_id=status_msg.id,
+            **kwargs
+        )
+
+    async def append_status_message(
+        self, status_msg, add_text: str, **kwargs
+    ):
+        request = await self.db_call('get_user_request_by_sid', status_msg.id)
+        await self.update_status_message(
+            status_msg,
+            request['status'] + add_text,
+            **kwargs
+        )
+
+    async def work_request(
+        self,
+        user,
+        status_msg,
+        method: str,
+        params: dict,
+        file_id: str | None = None,
+        binary_data: str = ''
+    ) -> bool:
+        if params['seed'] == None:
+            params['seed'] = random.randint(0, 0xFFFFFFFF)
+
+        sanitized_params = {}
+        for key, val in params.items():
+            if isinstance(val, Decimal):
+                val = str(val)
+
+            sanitized_params[key] = val
+
+        body = json.dumps({
+            'method': 'diffuse',
+            'params': sanitized_params
+        })
+        request_time = datetime.now().isoformat()
+
+        await self.update_status_message(
+            status_msg,
+            f'processing a \'{method}\' request by {tg_user_pretty(user)}\n'
+            f'[{timestamp_pretty()}] <i>broadcasting transaction to chain...</i>',
+            parse_mode='HTML'
+        )
+
+        reward = '20.0000 GPU'
+        res = await self.cleos.a_push_action(
+            'telos.gpu',
+            'enqueue',
+            {
+                'user': Name(self.account),
+                'request_body': body,
+                'binary_data': binary_data,
+                'reward': asset_from_str(reward),
+                'min_verification': 1
+            },
+            self.account, self.key, permission=self.permission
+        )
+
+        if 'code' in res or 'statusCode' in res:
+            logging.error(json.dumps(res, indent=4))
+            await self.update_status_message(
+                status_msg,
+                'skynet has suffered an internal error trying to fill this request')
+            return False
+
+        enqueue_tx_id = res['transaction_id']
+        enqueue_tx_link = hlink(
+            'Your request on Skynet Explorer',
+            f'https://{self.explorer_domain}/v2/explore/transaction/{enqueue_tx_id}'
+        )
+
+        await self.append_status_message(
+            status_msg,
+            f' <b>broadcasted!</b>\n'
+            f'<b>{enqueue_tx_link}</b>\n'
+            f'[{timestamp_pretty()}] <i>workers are processing request...</i>',
+            parse_mode='HTML'
+        )
+
+        out = collect_stdout(res)
+
+        request_id, nonce = out.split(':')
+
+        request_hash = sha256(
+            (nonce + body + binary_data).encode('utf-8')).hexdigest().upper()
+
+        request_id = int(request_id)
+
+        logging.info(f'{request_id} enqueued.')
+
+        tx_hash = None
+        ipfs_hash = None
+        for i in range(60):
+            try:
+                submits = await self.hyperion.aget_actions(
+                    account=self.account,
+                    filter='telos.gpu:submit',
+                    sort='desc',
+                    after=request_time
+                )
+                actions = [
+                    action
+                    for action in submits['actions']
+                    if action[
+                        'act']['data']['request_hash'] == request_hash
+                ]
+                if len(actions) > 0:
+                    tx_hash = actions[0]['trx_id']
+                    data = actions[0]['act']['data']
+                    ipfs_hash = data['ipfs_hash']
+                    worker = data['worker']
+                    logging.info('Found matching submit!')
+                    break
+
+            except JSONDecodeError:
+                logging.error(f'network error while getting actions, retry..')
+
+            await asyncio.sleep(1)
+
+        if not ipfs_hash:
+            await self.update_status_message(
+                status_msg,
+                f'\n[{timestamp_pretty()}] <b>timeout processing request</b>',
+                parse_mode='HTML'
+            )
+            return False
+
+        tx_link = hlink(
+            'Your result on Skynet Explorer',
+            f'https://{self.explorer_domain}/v2/explore/transaction/{tx_hash}'
+        )
+
+        await self.append_status_message(
+            status_msg,
+            f' <b>request processed!</b>\n'
+            f'<b>{tx_link}</b>\n'
+            f'[{timestamp_pretty()}] <i>trying to download image...</i>\n',
+            parse_mode='HTML'
+        )
+
+        caption = generate_reply_caption(
+            user, params, tx_hash, worker, reward, self.explorer_domain)
+
+        # attempt to get the image and send it
+        results = {}
+        ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}'
+        ipfs_link_legacy = ipfs_link + '/image.png'
+
+        async def get_and_set_results(link: str):
+            res = await get_ipfs_file(link)
+            logging.info(f'got response from {link}')
+            if not res or res.status_code != 200:
+                logging.warning(f'couldn\'t get ipfs binary data at {link}!')
+
+            else:
+                try:
+                    with Image.open(io.BytesIO(res.raw)) as image:
+                        w, h = image.size
+
+                        if w > TG_MAX_WIDTH or h > TG_MAX_HEIGHT:
+                            logging.warning(f'result is of size {image.size}')
+                            image.thumbnail((TG_MAX_WIDTH, TG_MAX_HEIGHT))
+
+                        tmp_buf = io.BytesIO()
+                        image.save(tmp_buf, format='PNG')
+                        png_img = tmp_buf.getvalue()
+
+                        results[link] = png_img
+
+                except UnidentifiedImageError:
+                    logging.warning(f'couldn\'t get ipfs binary data at {link}!')
+
+        tasks = [
+            get_and_set_results(ipfs_link),
+            get_and_set_results(ipfs_link_legacy)
+        ]
+        await asyncio.gather(*tasks)
+
+        png_img = None
+        if ipfs_link_legacy in results:
+            png_img = results[ipfs_link_legacy]
+
+        if ipfs_link in results:
+            png_img = results[ipfs_link]
+
+        if not png_img:
+            await self.update_status_message(
+                status_msg,
+                caption,
+                reply_markup=build_redo_menu(),
+                parse_mode='HTML'
+            )
+            return True
+
+        logging.info(f'success! sending generated image')
+        await self.bot.delete_message(
+            chat_id=status_msg.chat.id, message_id=status_msg.id)
+        if file_id:  # img2img
+            await self.bot.send_media_group(
+                status_msg.chat.id,
+                media=[
+                    InputMediaPhoto(file_id),
+                    InputMediaPhoto(
+                        png_img,
+                        caption=caption,
+                        parse_mode='HTML'
+                    )
+                ],
+            )
+
+        else:  # txt2img
+            await self.bot.send_photo(
+                status_msg.chat.id,
+                caption=caption,
+                photo=png_img,
+                reply_markup=build_redo_menu(),
+                parse_mode='HTML'
+            )
+
+        return True

skynet/frontend/telegram/handlers.py

@@ -0,0 +1,367 @@
+#!/usr/bin/python
+
+import io
+import json
+import logging
+
+from datetime import datetime, timedelta
+
+from PIL import Image
+from telebot.types import CallbackQuery, Message
+
+from skynet.frontend import validate_user_config_request, perform_auto_conf
+from skynet.constants import *
+
+
+def create_handler_context(frontend: 'SkynetTelegramFrontend'):
+
+    bot = frontend.bot
+    cleos = frontend.cleos
+    db_call = frontend.db_call
+    work_request = frontend.work_request
+
+    ipfs_node = frontend.ipfs_node
+
+    # generic / simple handlers
+
+    @bot.message_handler(commands=['help'])
+    async def send_help(message):
+        splt_msg = message.text.split(' ')
+
+        if len(splt_msg) == 1:
+            await bot.reply_to(message, HELP_TEXT)
+
+        else:
+            param = splt_msg[1]
+            if param in HELP_TOPICS:
+                await bot.reply_to(message, HELP_TOPICS[param])
+
+            else:
+                await bot.reply_to(message, HELP_UNKWNOWN_PARAM)
+
+    @bot.message_handler(commands=['cool'])
+    async def send_cool_words(message):
+        await bot.reply_to(message, '\n'.join(COOL_WORDS))
+
+    @bot.message_handler(commands=['queue'])
+    async def queue(message):
+        an_hour_ago = datetime.now() - timedelta(hours=1)
+        queue = await cleos.aget_table(
+            'telos.gpu', 'telos.gpu', 'queue',
+            index_position=2,
+            key_type='i64',
+            sort='desc',
+            lower_bound=int(an_hour_ago.timestamp())
+        )
+        await bot.reply_to(
+            message, f'Total requests on skynet queue: {len(queue)}')
+
+
+    @bot.message_handler(commands=['config'])
+    async def set_config(message):
+        user = message.from_user.id
+        try:
+            attr, val, reply_txt = validate_user_config_request(
+                message.text)
+
+            logging.info(f'user config update: {attr} to {val}')
+            await db_call('update_user_config', user, attr, val)
+            logging.info('done')
+
+        except BaseException as e:
+            reply_txt = str(e)
+
+        finally:
+            await bot.reply_to(message, reply_txt)
+
+    @bot.message_handler(commands=['stats'])
+    async def user_stats(message):
+        user = message.from_user.id
+
+        await db_call('get_or_create_user', user)
+        generated, joined, role = await db_call('get_user_stats', user)
+
+        stats_str = f'generated: {generated}\n'
+        stats_str += f'joined: {joined}\n'
+        stats_str += f'role: {role}\n'
+
+        await bot.reply_to(
+            message, stats_str)
+
+    @bot.message_handler(commands=['donate'])
+    async def donation_info(message):
+        await bot.reply_to(
+            message, DONATION_INFO)
+
+    @bot.message_handler(commands=['say'])
+    async def say(message):
+        chat = message.chat
+        user = message.from_user
+
+        if (chat.type == 'group') or (user.id != 383385940):
+            return
+
+        await bot.send_message(GROUP_ID, message.text[4:])
+
+
+    # generic txt2img handler
+
+    async def _generic_txt2img(message_or_query):
+        if isinstance(message_or_query, CallbackQuery):
+            query = message_or_query
+            message = query.message
+            user = query.from_user
+            chat = query.message.chat
+
+        else:
+            message = message_or_query
+            user = message.from_user
+            chat = message.chat
+
+        if chat.type == 'private':
+            return
+
+        reply_id = None
+        if chat.type == 'group' and chat.id == GROUP_ID:
+            reply_id = message.message_id
+
+        user_row = await db_call('get_or_create_user', user.id)
+
+        # init new msg
+        init_msg = 'started processing txt2img request...'
+        status_msg = await bot.reply_to(message, init_msg)
+        await db_call(
+            'new_user_request', user.id, message.id, status_msg.id, status=init_msg)
+
+        prompt = ' '.join(message.text.split(' ')[1:])
+
+        if len(prompt) == 0:
+            await bot.edit_message_text(
+                'Empty text prompt ignored.',
+                chat_id=status_msg.chat.id,
+                message_id=status_msg.id
+            )
+            await db_call('update_user_request', status_msg.id, 'Empty text prompt ignored.')
+            return
+
+        logging.info(f'mid: {message.id}')
+
+        user_config = {**user_row}
+        del user_config['id']
+
+        if user_config['autoconf']:
+            user_config = perform_auto_conf(user_config)
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        await db_call(
+            'update_user_stats', user.id, 'txt2img', last_prompt=prompt)
+
+        success = await work_request(user, status_msg, 'txt2img', params)
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+
+    # generic img2img handler
+
+    async def _generic_img2img(message_or_query):
+        if isinstance(message_or_query, CallbackQuery):
+            query = message_or_query
+            message = query.message
+            user = query.from_user
+            chat = query.message.chat
+
+        else:
+            message = message_or_query
+            user = message.from_user
+            chat = message.chat
+
+        if chat.type == 'private':
+            return
+
+        reply_id = None
+        if chat.type == 'group' and chat.id == GROUP_ID:
+            reply_id = message.message_id
+
+        user_row = await db_call('get_or_create_user', user.id)
+
+        # init new msg
+        init_msg = 'started processing txt2img request...'
+        status_msg = await bot.reply_to(message, init_msg)
+        await db_call(
+            'new_user_request', user.id, message.id, status_msg.id, status=init_msg)
+
+        if not message.caption.startswith('/img2img'):
+            await bot.reply_to(
+                message,
+                'For image to image you need to add /img2img to the beggining of your caption'
+            )
+            return
+
+        prompt = ' '.join(message.caption.split(' ')[1:])
+
+        if len(prompt) == 0:
+            await bot.reply_to(message, 'Empty text prompt ignored.')
+            return
+
+        file_id = message.photo[-1].file_id
+        file_path = (await bot.get_file(file_id)).file_path
+        image_raw = await bot.download_file(file_path)
+
+        user_config = {**user_row}
+        del user_config['id']
+        if user_config['autoconf']:
+            user_config = perform_auto_conf(user_config)
+
+        with Image.open(io.BytesIO(image_raw)) as image:
+            w, h = image.size
+
+            if w > user_config['width'] or h > user_config['height']:
+                logging.warning(f'user sent img of size {image.size}')
+                image.thumbnail(
+                    (user_config['width'], user_config['height']))
+                logging.warning(f'resized it to {image.size}')
+
+            image_loc = 'ipfs-staging/image.png'
+            image.save(image_loc, format='PNG')
+
+            ipfs_info = await ipfs_node.add(image_loc)
+            ipfs_hash = ipfs_info['Hash']
+            await ipfs_node.pin(ipfs_hash)
+
+            logging.info(f'published input image {ipfs_hash} on ipfs')
+
+        logging.info(f'mid: {message.id}')
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        await db_call(
+            'update_user_stats',
+            user.id,
+            'img2img',
+            last_file=file_id,
+            last_prompt=prompt,
+            last_binary=ipfs_hash
+        )
+
+        success = await work_request(
+            user, status_msg, 'img2img', params,
+            file_id=file_id,
+            binary_data=ipfs_hash
+        )
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+
+    # generic redo handler
+
+    async def _redo(message_or_query):
+        is_query = False
+        if isinstance(message_or_query, CallbackQuery):
+            is_query = True
+            query = message_or_query
+            message = query.message
+            user = query.from_user
+            chat = query.message.chat
+
+        elif isinstance(message_or_query, Message):
+            message = message_or_query
+            user = message.from_user
+            chat = message.chat
+
+        if chat.type == 'private':
+            return
+
+        init_msg = 'started processing redo request...'
+        if is_query:
+            status_msg = await bot.send_message(chat.id, init_msg)
+
+        else:
+            status_msg = await bot.reply_to(message, init_msg)
+
+        method = await db_call('get_last_method_of', user.id)
+        prompt = await db_call('get_last_prompt_of', user.id)
+
+        file_id = None
+        binary = ''
+        if method == 'img2img':
+            file_id = await db_call('get_last_file_of', user.id)
+            binary = await db_call('get_last_binary_of', user.id)
+
+        if not prompt:
+            await bot.reply_to(
+                message,
+                'no last prompt found, do a txt2img cmd first!'
+            )
+            return
+
+
+        user_row = await db_call('get_or_create_user', user.id)
+        await db_call(
+            'new_user_request', user.id, message.id, status_msg.id, status=init_msg)
+        user_config = {**user_row}
+        del user_config['id']
+        if user_config['autoconf']:
+            user_config = perform_auto_conf(user_config)
+
+        params = {
+            'prompt': prompt,
+            **user_config
+        }
+
+        success = await work_request(
+            user, status_msg, 'redo', params,
+            file_id=file_id,
+            binary_data=binary
+        )
+
+        if success:
+            await db_call('increment_generated', user.id)
+
+
+    # "proxy" handlers just request routers
+
+    @bot.message_handler(commands=['txt2img'])
+    async def send_txt2img(message):
+        await _generic_txt2img(message)
+
+    @bot.message_handler(func=lambda message: True, content_types=[
+        'photo', 'document'])
+    async def send_img2img(message):
+        await _generic_img2img(message)
+
+    @bot.message_handler(commands=['img2img'])
+    async def img2img_missing_image(message):
+        await bot.reply_to(
+            message,
+            'seems you tried to do an img2img command without sending image'
+        )
+
+    @bot.message_handler(commands=['redo'])
+    async def redo(message):
+        await _redo(message)
+
+    @bot.callback_query_handler(func=lambda call: True)
+    async def callback_query(call):
+        msg = json.loads(call.data)
+        logging.info(call.data)
+        method = msg.get('method')
+        match method:
+            case 'redo':
+                await _redo(call)
+
+
+    # catch all handler for things we dont support
+
+    @bot.message_handler(func=lambda message: True)
+    async def echo_message(message):
+        if message.text[0] == '/':
+            await bot.reply_to(message, UNKNOWN_CMD_TEXT)

skynet/frontend/telegram/utils.py

@@ -0,0 +1,107 @@
+#!/usr/bin/python
+
+import json
+import logging
+import traceback
+
+from datetime import datetime, timezone
+
+from telebot.types import InlineKeyboardButton, InlineKeyboardMarkup
+from telebot.async_telebot import ExceptionHandler
+from telebot.formatting import hlink
+
+from skynet.constants import *
+
+
+def timestamp_pretty():
+    return datetime.now(timezone.utc).strftime('%H:%M:%S')
+
+
+def tg_user_pretty(tguser):
+    if tguser.username:
+        return f'@{tguser.username}'
+    else:
+        return f'{tguser.first_name} id: {tguser.id}'
+
+
+class SKYExceptionHandler(ExceptionHandler):
+
+    def handle(exception):
+        traceback.print_exc()
+
+
+def build_redo_menu():
+    btn_redo = InlineKeyboardButton("Redo", callback_data=json.dumps({'method': 'redo'}))
+    inline_keyboard = InlineKeyboardMarkup()
+    inline_keyboard.add(btn_redo)
+    return inline_keyboard
+
+
+def prepare_metainfo_caption(tguser, worker: str, reward: str, meta: dict) -> str:
+    prompt = meta["prompt"]
+    if len(prompt) > 256:
+        prompt = prompt[:256]
+
+
+    meta_str = f'<u>by {tg_user_pretty(tguser)}</u>\n'
+    meta_str += f'<i>performed by {worker}</i>\n'
+    meta_str += f'<b><u>reward: {reward}</u></b>\n'
+
+    meta_str += f'<code>prompt:</code> {prompt}\n'
+    meta_str += f'<code>seed: {meta["seed"]}</code>\n'
+    meta_str += f'<code>step: {meta["step"]}</code>\n'
+    meta_str += f'<code>guidance: {meta["guidance"]}</code>\n'
+    if meta['strength']:
+        meta_str += f'<code>strength: {meta["strength"]}</code>\n'
+    meta_str += f'<code>algo: {meta["model"]}</code>\n'
+    if meta['upscaler']:
+        meta_str += f'<code>upscaler: {meta["upscaler"]}</code>\n'
+
+    meta_str += f'<b><u>Made with Skynet v{VERSION}</u></b>\n'
+    meta_str += f'<b>JOIN THE SWARM: @skynetgpu</b>'
+    return meta_str
+
+
+def generate_reply_caption(
+    tguser,  # telegram user
+    params: dict,
+    tx_hash: str,
+    worker: str,
+    reward: str,
+    explorer_domain: str
+):
+    explorer_link = hlink(
+        'SKYNET Transaction Explorer',
+        f'https://explorer.{explorer_domain}/v2/explore/transaction/{tx_hash}'
+    )
+
+    meta_info = prepare_metainfo_caption(tguser, worker, reward, params)
+
+    final_msg = '\n'.join([
+        'Worker finished your task!',
+        explorer_link,
+        f'PARAMETER INFO:\n{meta_info}'
+    ])
+
+    final_msg = '\n'.join([
+        f'<b><i>{explorer_link}</i></b>',
+        f'{meta_info}'
+    ])
+
+    logging.info(final_msg)
+
+    return final_msg
+
+
+async def get_global_config(cleos):
+    return (await cleos.aget_table(
+        'telos.gpu', 'telos.gpu', 'config'))[0]
+
+async def get_user_nonce(cleos, user: str):
+    return (await cleos.aget_table(
+        'telos.gpu', 'telos.gpu', 'users',
+        index_position=1,
+        key_type='name',
+        lower_bound=user,
+        upper_bound=user
+    ))[0]['nonce']

skynet/ipfs/__init__.py

@@ -0,0 +1,76 @@
+#!/usr/bin/python
+
+import logging
+from pathlib import Path
+
+import asks
+
+
+class IPFSClientException(BaseException):
+    ...
+
+
+class AsyncIPFSHTTP:
+
+    def __init__(self, endpoint: str):
+        self.endpoint = endpoint
+
+    async def _post(self, sub_url: str, *args, **kwargs):
+        resp = await asks.post(
+            self.endpoint + sub_url,
+            *args, **kwargs
+        )
+
+        if resp.status_code != 200:
+            raise IPFSClientException(resp.text)
+
+        return resp.json()
+
+    async def add(self, file_path: Path, **kwargs):
+        files = {
+            'file': file_path
+        }
+        return await self._post(
+            '/api/v0/add',
+            files=files,
+            params=kwargs
+        )
+
+    async def pin(self, cid: str):
+        return (await self._post(
+            '/api/v0/pin/add',
+            params={'arg': cid}
+        ))['Pins']
+
+    async def connect(self, multi_addr: str):
+        return await self._post(
+            '/api/v0/swarm/connect',
+            params={'arg': multi_addr}
+        )
+
+    async def peers(self, **kwargs):
+        return (await self._post(
+            '/api/v0/swarm/peers',
+            params=kwargs
+        ))['Peers']
+
+
+async def get_ipfs_file(ipfs_link: str, timeout: int = 60):
+    logging.info(f'attempting to get image at {ipfs_link}')
+    resp = None
+    for i in range(timeout):
+        try:
+            resp = await asks.get(ipfs_link, timeout=3)
+
+        except asks.errors.RequestTimeout:
+            logging.warning('timeout...')
+
+        except asks.errors.BadHttpResponse as e:
+            logging.error(f'ifps gateway exception: \n{e}')
+
+    if resp:
+        logging.info(f'status_code: {resp.status_code}')
+    else:
+        logging.error(f'timeout')
+
+    return resp

skynet/ipfs/docker.py

@@ -0,0 +1,69 @@
+#!/usr/bin/python
+
+import sys
+import logging
+
+from pathlib import Path
+from contextlib import contextmanager as cm
+
+import docker
+
+from docker.types import Mount
+
+
+@cm
+def open_ipfs_node(
+    name: str = 'skynet-ipfs',
+    teardown: bool = False,
+    peers: list[str] = []
+):
+    dclient = docker.from_env()
+
+    container = None
+    try:
+        container = dclient.containers.get(name)
+
+    except docker.errors.NotFound:
+        data_dir = Path().resolve() / 'ipfs-docker-data'
+        data_dir.mkdir(parents=True, exist_ok=True)
+
+        data_target = '/data/ipfs'
+
+        container = dclient.containers.run(
+            'ipfs/go-ipfs:latest',
+            name='skynet-ipfs',
+            ports={
+                '8080/tcp': 8080,
+                '4001/tcp': 4001,
+                '5001/tcp': ('127.0.0.1', 5001)
+            },
+            mounts=[
+                Mount(data_target, str(data_dir), 'bind')
+            ],
+            detach=True,
+            remove=True
+        )
+
+        uid, gid = 1000, 1000
+
+        if sys.platform != 'win32':
+            ec, out = container.exec_run(['chown', f'{uid}:{gid}', '-R', data_target])
+            logging.info(out)
+            assert ec == 0
+
+        for log in container.logs(stream=True):
+            log = log.decode().rstrip()
+            logging.info(log)
+            if 'Daemon is ready' in log:
+                break
+
+    for peer in peers:
+        ec, out = container.exec_run(
+            ['ipfs', 'swarm', 'connect', peer])
+        if ec != 0:
+            logging.error(out)
+
+    yield
+
+    if teardown and container:
+        container.stop()

skynet/ipfs/pinner.py

@@ -0,0 +1,128 @@
+#!/usr/bin/python
+
+import logging
+import traceback
+
+from datetime import datetime, timedelta
+
+import trio
+
+from leap.hyperion import HyperionAPI
+
+from . import AsyncIPFSHTTP
+
+
+MAX_TIME = timedelta(seconds=20)
+
+
+class SkynetPinner:
+
+    def __init__(
+        self,
+        hyperion: HyperionAPI,
+        ipfs_http: AsyncIPFSHTTP
+    ):
+        self.hyperion = hyperion
+        self.ipfs_http = ipfs_http
+
+        self._pinned = {}
+        self._now = datetime.now()
+
+    def is_pinned(self, cid: str):
+        pin_time = self._pinned.get(cid)
+        return pin_time
+
+    def pin_cids(self, cids: list[str]):
+        for cid in cids:
+            self._pinned[cid] = self._now
+
+    def cleanup_old_cids(self):
+        cids = list(self._pinned.keys())
+        for cid in cids:
+            if (self._now - self._pinned[cid]) > MAX_TIME * 2:
+                del self._pinned[cid]
+
+    async def capture_enqueues(self, after: datetime):
+        enqueues = await self.hyperion.aget_actions(
+            account='telos.gpu',
+            filter='telos.gpu:enqueue',
+            sort='desc',
+            after=after.isoformat(),
+            limit=1000
+        )
+
+        logging.info(f'got {len(enqueues["actions"])} enqueue actions.')
+
+        cids = []
+        for action in enqueues['actions']:
+            cid = action['act']['data']['binary_data']
+            if cid and not self.is_pinned(cid):
+                cids.append(cid)
+
+        return cids
+
+    async def capture_submits(self, after: datetime):
+        submits = await self.hyperion.aget_actions(
+            account='telos.gpu',
+            filter='telos.gpu:submit',
+            sort='desc',
+            after=after.isoformat(),
+            limit=1000
+        )
+
+        logging.info(f'got {len(submits["actions"])} submits actions.')
+
+        cids = []
+        for action in submits['actions']:
+            cid = action['act']['data']['ipfs_hash']
+            if cid and not self.is_pinned(cid):
+                cids.append(cid)
+
+        return cids
+
+    async def task_pin(self, cid: str):
+        logging.info(f'pinning {cid}...')
+        for _ in range(6):
+            try:
+                with trio.move_on_after(5):
+                    pins = await self.ipfs_http.pin(cid)
+                    if cid not in pins:
+                        logging.error(f'error pinning {cid}')
+                        del self._pinned[cid]
+
+                    else:
+                        logging.info(f'pinned {cid}')
+                        return
+
+            except trio.TooSlowError:
+                logging.error(f'timed out pinning {cid}')
+
+        logging.error(f'gave up pinning {cid}')
+
+    async def pin_forever(self):
+        async with trio.open_nursery() as n:
+            while True:
+                try:
+                    self._now = datetime.now()
+                    self.cleanup_old_cids()
+
+                    prev_second = self._now - MAX_TIME
+
+                    cids = [
+                        *(await self.capture_enqueues(prev_second)),
+                        *(await self.capture_submits(prev_second))
+                    ]
+
+                    self.pin_cids(cids)
+
+                    for cid in cids:
+                        n.start_soon(self.task_pin, cid)
+
+                except OSError as e:
+                    traceback.print_exc()
+
+                except KeyboardInterrupt:
+                    break
+
+                await trio.sleep(1)
+

skynet/models.py

@@ -1,33 +0,0 @@
-
-
-class ModelStore:
-
-    def __init__(
-        self,
-        max_models: int = 2
-    ):
-        self.max_models = max_models
-
-        self._models = {}
-
-    def get(self, model_name: str):
-        if model_name in self._models:
-            return self._models[model_name]['pipe']
-
-        if len(self._models) == max_models:
-            least_used = list(self._models.keys())[0]
-            for model in self._models:
-                if self._models[least_used]['generated'] > self._models[model]['generated']:
-                    least_used = model
-
-            del self._models[least_used]
-            gc.collect()
-
-        pipe = pipeline_for(model_name)
-
-        self._models[model_name] = {
-            'pipe': pipe,
-            'generated': 0
-        }
-
-        return pipe

skynet/nodeos.py

@@ -0,0 +1,145 @@
+#!/usr/bin/env python3
+
+import json
+import time
+import logging
+
+from contextlib import contextmanager as cm
+
+import docker
+
+from leap.cleos import CLEOS
+from leap.sugar import get_container, Symbol
+
+
+@cm
+def open_nodeos(cleanup: bool = True):
+    dclient = docker.from_env()
+    vtestnet = get_container(
+        dclient,
+        'guilledk/skynet:leap-4.0.1',
+        name='skynet-nodeos',
+        force_unique=True,
+        detach=True,
+        network='host')
+
+    try:
+        cleos = CLEOS(
+            dclient, vtestnet,
+            url='http://127.0.0.1:42000',
+            remote='http://127.0.0.1:42000'
+        )
+
+        cleos.start_keosd()
+
+        priv, pub = cleos.create_key_pair()
+        logging.info(f'SUDO KEYS: {(priv, pub)}')
+
+        cleos.setup_wallet(priv)
+
+        genesis = json.dumps({
+            "initial_timestamp": '2017-08-29T02:14:00.000',
+            "initial_key": pub,
+            "initial_configuration": {
+                "max_block_net_usage": 1048576,
+                "target_block_net_usage_pct": 1000,
+                "max_transaction_net_usage": 1048575,
+                "base_per_transaction_net_usage": 12,
+                "net_usage_leeway": 500,
+                "context_free_discount_net_usage_num": 20,
+                "context_free_discount_net_usage_den": 100,
+                "max_block_cpu_usage": 200000,
+                "target_block_cpu_usage_pct": 1000,
+                "max_transaction_cpu_usage": 150000,
+                "min_transaction_cpu_usage": 100,
+                "max_transaction_lifetime": 3600,
+                "deferred_trx_expiration_window": 600,
+                "max_transaction_delay": 3888000,
+                "max_inline_action_size": 4096,
+                "max_inline_action_depth": 4,
+                "max_authority_depth": 6
+            }
+        }, indent=4)
+
+        ec, out = cleos.run(
+            ['bash', '-c', f'echo \'{genesis}\' > /root/skynet.json'])
+        assert ec == 0
+
+        place_holder = 'EOS5fLreY5Zq5owBhmNJTgQaLqQ4ufzXSTpStQakEyfxNFuUEgNs1=KEY:5JnvSc6pewpHHuUHwvbJopsew6AKwiGnexwDRc2Pj2tbdw6iML9'
+        sig_provider = f'{pub}=KEY:{priv}'
+        nodeos_config_ini = '/root/nodeos/config.ini'
+        ec, out = cleos.run(
+            ['bash', '-c', f'sed -i -e \'s/{place_holder}/{sig_provider}/g\' {nodeos_config_ini}'])
+        assert ec == 0
+
+        cleos.start_nodeos_from_config(
+            nodeos_config_ini,
+            data_dir='/root/nodeos/data',
+            genesis='/root/skynet.json',
+            state_plugin=True)
+
+        time.sleep(0.5)
+        cleos.wait_blocks(1)
+        cleos.boot_sequence(token_sym=Symbol('GPU', 4))
+
+        priv, pub = cleos.create_key_pair()
+        cleos.import_key(priv)
+        cleos.private_keys['telos.gpu'] = priv
+        logging.info(f'GPU KEYS: {(priv, pub)}')
+        cleos.new_account('telos.gpu', ram=4200000, key=pub)
+
+        for i in range(1, 4):
+            priv, pub = cleos.create_key_pair()
+            cleos.import_key(priv)
+            cleos.private_keys[f'testworker{i}'] = priv
+            logging.info(f'testworker{i} KEYS: {(priv, pub)}')
+            cleos.create_account_staked(
+                'eosio', f'testworker{i}', key=pub)
+
+        priv, pub = cleos.create_key_pair()
+        cleos.import_key(priv)
+        logging.info(f'TELEGRAM KEYS: {(priv, pub)}')
+        cleos.create_account_staked(
+            'eosio', 'telegram', ram=500000, key=pub)
+
+        cleos.transfer_token(
+            'eosio', 'telegram', '1000000.0000 GPU', 'Initial testing funds')
+
+        cleos.deploy_contract_from_host(
+            'telos.gpu',
+            'tests/contracts/telos.gpu',
+            verify_hash=False,
+            create_account=False
+        )
+
+        ec, out = cleos.push_action(
+            'telos.gpu',
+            'config',
+            ['eosio.token', '4,GPU'],
+            f'telos.gpu@active'
+        )
+        assert ec == 0
+
+        ec, out = cleos.transfer_token(
+            'telegram', 'telos.gpu', '1000000.0000 GPU', 'Initial testing funds')
+        assert ec == 0
+
+        user_row = cleos.get_table(
+            'telos.gpu',
+            'telos.gpu',
+            'users',
+            index_position=1,
+            key_type='name',
+            lower_bound='telegram',
+            upper_bound='telegram'
+        )
+        assert len(user_row) == 1
+
+        yield cleos
+
+    finally:
+        # ec, out = cleos.list_all_keys()
+        # logging.info(out)
+        if cleanup:
+            vtestnet.stop()
+            vtestnet.remove()

skynet/protobuf/__init__.py

@@ -1,29 +0,0 @@
-#!/usr/bin/python
-
-from typing import Optional
-from dataclasses import dataclass, asdict
-
-from google.protobuf.json_format import MessageToDict
-
-from .auth import *
-from .skynet_pb2 import *
-
-
-class Struct:
-
-    def to_dict(self):
-        return asdict(self)
-
-
-@dataclass
-class DiffusionParameters(Struct):
-    algo: str
-    prompt: str
-    step: int
-    width: int
-    height: int
-    guidance: float
-    strength: float
-    seed: Optional[int]
-    image: bool  # if true indicates a bytestream is next msg
-    upscaler: Optional[str]

skynet/protobuf/auth.py

@@ -1,65 +0,0 @@
-#!/usr/bin/python
-
-import json
-import logging
-
-from hashlib import sha256
-from collections import OrderedDict
-
-from google.protobuf.json_format import MessageToDict
-from OpenSSL.crypto import PKey, X509, verify, sign
-
-from .skynet_pb2 import *
-
-
-def serialize_msg_deterministic(msg):
-    descriptors = sorted(
-        type(msg).DESCRIPTOR.fields_by_name.items(),
-        key=lambda x: x[0]
-    )
-    shasum = sha256()
-
-    def hash_dict(d):
-        data = [
-            (key, val)
-            for (key, val) in d.items()
-        ]
-        for key, val in sorted(data, key=lambda x: x[0]):
-            if not isinstance(val, dict):
-                shasum.update(key.encode())
-                shasum.update(json.dumps(val).encode())
-            else:
-                hash_dict(val)
-
-    for (field_name, field_descriptor) in descriptors:
-        if not field_descriptor.message_type:
-            shasum.update(field_name.encode())
-
-            value = getattr(msg, field_name)
-
-            if isinstance(value, bytes):
-                value = value.hex()
-
-            shasum.update(json.dumps(value).encode())
-            continue
-
-        if field_descriptor.message_type.name == 'Struct':
-            hash_dict(MessageToDict(getattr(msg, field_name)))
-
-    deterministic_msg = shasum.hexdigest()
-
-    return deterministic_msg
-
-
-def sign_protobuf_msg(msg, key: PKey):
-    return sign(
-        key, serialize_msg_deterministic(msg), 'sha256').hex()
-
-
-def verify_protobuf_msg(msg, cert: X509):
-    return verify(
-        cert,
-        bytes.fromhex(msg.auth.sig),
-        serialize_msg_deterministic(msg),
-        'sha256'
-    )

skynet/protobuf/skynet.proto

@@ -1,30 +0,0 @@
-syntax = "proto3";
-
-package skynet;
-
-import "google/protobuf/struct.proto";
-
-message Auth {
-    string cert = 1;
-    string sig = 2;
-}
-
-message SkynetRPCRequest {
-    string uid = 1;
-    string method = 2;
-    google.protobuf.Struct params = 3;
-    optional Auth auth = 4;
-}
-
-message SkynetRPCResponse {
-    google.protobuf.Struct result = 1;
-    optional Auth auth = 2;
-}
-
-message DGPUBusMessage {
-    string rid = 1;
-    string nid = 2;
-    string method = 3;
-    google.protobuf.Struct params = 4;
-    optional Auth auth = 5;
-}

skynet/protobuf/skynet_pb2.py

@@ -1,32 +0,0 @@
-# -*- coding: utf-8 -*-
-# Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: skynet.proto
-"""Generated protocol buffer code."""
-from google.protobuf.internal import builder as _builder
-from google.protobuf import descriptor as _descriptor
-from google.protobuf import descriptor_pool as _descriptor_pool
-from google.protobuf import symbol_database as _symbol_database
-# @@protoc_insertion_point(imports)
-
-_sym_db = _symbol_database.Default()
-
-
-from google.protobuf import struct_pb2 as google_dot_protobuf_dot_struct__pb2
-
-
-DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0cskynet.proto\x12\x06skynet\x1a\x1cgoogle/protobuf/struct.proto\"!\n\x04\x41uth\x12\x0c\n\x04\x63\x65rt\x18\x01 \x01(\t\x12\x0b\n\x03sig\x18\x02 \x01(\t\"\x82\x01\n\x10SkynetRPCRequest\x12\x0b\n\x03uid\x18\x01 \x01(\t\x12\x0e\n\x06method\x18\x02 \x01(\t\x12\'\n\x06params\x18\x03 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x1f\n\x04\x61uth\x18\x04 \x01(\x0b\x32\x0c.skynet.AuthH\x00\x88\x01\x01\x42\x07\n\x05_auth\"f\n\x11SkynetRPCResponse\x12\'\n\x06result\x18\x01 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x1f\n\x04\x61uth\x18\x02 \x01(\x0b\x32\x0c.skynet.AuthH\x00\x88\x01\x01\x42\x07\n\x05_auth\"\x8d\x01\n\x0e\x44GPUBusMessage\x12\x0b\n\x03rid\x18\x01 \x01(\t\x12\x0b\n\x03nid\x18\x02 \x01(\t\x12\x0e\n\x06method\x18\x03 \x01(\t\x12\'\n\x06params\x18\x04 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x1f\n\x04\x61uth\x18\x05 \x01(\x0b\x32\x0c.skynet.AuthH\x00\x88\x01\x01\x42\x07\n\x05_authb\x06proto3')
-
-_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
-_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'skynet_pb2', globals())
-if _descriptor._USE_C_DESCRIPTORS == False:
-
-  DESCRIPTOR._options = None
-  _AUTH._serialized_start=54
-  _AUTH._serialized_end=87
-  _SKYNETRPCREQUEST._serialized_start=90
-  _SKYNETRPCREQUEST._serialized_end=220
-  _SKYNETRPCRESPONSE._serialized_start=222
-  _SKYNETRPCRESPONSE._serialized_end=324
-  _DGPUBUSMESSAGE._serialized_start=327
-  _DGPUBUSMESSAGE._serialized_end=468
-# @@protoc_insertion_point(module_scope)

skynet/structs.py

@@ -1,148 +0,0 @@
-# piker: trading gear for hackers
-# Copyright (C) Guillermo Rodriguez (in stewardship for piker0)
-
-# This program is free software: you can redistribute it and/or modify
-# it under the terms of the GNU Affero General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
-
-# This program is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-# GNU Affero General Public License for more details.
-
-# You should have received a copy of the GNU Affero General Public License
-# along with this program.  If not, see <https://www.gnu.org/licenses/>.
-
-"""
-Built-in (extension) types.
-"""
-import sys
-import json
-
-from typing import Optional, Union
-from pprint import pformat
-
-import msgspec
-
-
-class Struct(msgspec.Struct):
-    '''
-    A "human friendlier" (aka repl buddy) struct subtype.
-    '''
-    def to_dict(self) -> dict:
-        return {
-            f: getattr(self, f)
-            for f in self.__struct_fields__
-        }
-
-    def __repr__(self):
-        # only turn on pprint when we detect a python REPL
-        # at runtime B)
-        if (
-            hasattr(sys, 'ps1')
-            # TODO: check if we're in pdb
-        ):
-            return self.pformat()
-
-        return super().__repr__()
-
-    def pformat(self) -> str:
-        return f'Struct({pformat(self.to_dict())})'
-
-    def copy(
-        self,
-        update: Optional[dict] = None,
-
-    ) -> msgspec.Struct:
-        '''
-        Validate-typecast all self defined fields, return a copy of us
-        with all such fields.
-        This is kinda like the default behaviour in `pydantic.BaseModel`.
-        '''
-        if update:
-            for k, v in update.items():
-                setattr(self, k, v)
-
-        # roundtrip serialize to validate
-        return msgspec.msgpack.Decoder(
-            type=type(self)
-        ).decode(
-            msgspec.msgpack.Encoder().encode(self)
-        )
-
-    def typecast(
-        self,
-        # fields: Optional[list[str]] = None,
-    ) -> None:
-        for fname, ftype in self.__annotations__.items():
-            setattr(self, fname, ftype(getattr(self, fname)))
-
-# proto
-from OpenSSL.crypto import PKey, X509, verify, sign
-
-
-class AuthenticatedStruct(Struct, kw_only=True):
-    cert: Optional[str] = None
-    sig: Optional[str] = None
-
-    def to_unsigned_dict(self) -> dict:
-        self_dict = self.to_dict()
-
-        if 'sig' in self_dict:
-            del self_dict['sig']
-
-        if 'cert' in self_dict:
-            del self_dict['cert']
-
-        return self_dict
-
-    def unsigned_to_bytes(self) -> bytes:
-        return json.dumps(
-            self.to_unsigned_dict()).encode()
-
-    def sign(self, key: PKey, cert: str):
-        self.cert = cert
-        self.sig = sign(
-            key, self.unsigned_to_bytes(), 'sha256').hex()
-
-    def verify(self, cert: X509):
-        if not self.sig:
-            raise ValueError('Tried to verify unsigned request')
-
-        return verify(
-            cert, bytes.fromhex(self.sig), self.unsigned_to_bytes(), 'sha256')
-
-
-class SkynetRPCRequest(AuthenticatedStruct):
-    uid: Union[str, int]  # user unique id
-    method: str  # rpc method name
-    params: dict  # variable params
-
-
-class SkynetRPCResponse(AuthenticatedStruct):
-    result: dict
-
-
-class ImageGenRequest(Struct):
-    prompt: str
-    step: int
-    width: int
-    height: int
-    guidance: int
-    seed: Optional[int]
-    algo: str
-    upscaler: Optional[str]
-
-
-class DGPUBusRequest(AuthenticatedStruct):
-    rid: str  # req id
-    nid: str  # node id
-    task: str
-    params: dict
-
-
-class DGPUBusResponse(AuthenticatedStruct):
-    rid: str  # req id
-    nid: str  # node id
-    params: dict

skynet/utils.py

@@ -1,9 +1,15 @@
 #!/usr/bin/python
 
+import io
+import os
+import sys
+import time
 import random
+import logging
 
 from typing import Optional
 from pathlib import Path
+import asks
 
 import torch
 import numpy as np
@@ -11,14 +17,18 @@ import numpy as np
 from PIL import Image
 from basicsr.archs.rrdbnet_arch import RRDBNet
 from diffusers import (
-    StableDiffusionPipeline,
+    DiffusionPipeline,
-    StableDiffusionImg2ImgPipeline,
     EulerAncestralDiscreteScheduler
 )
 from realesrgan import RealESRGANer
 from huggingface_hub import login
+import trio
 
-from .constants import ALGOS
+from .constants import MODELS
+
+
+def time_ms():
+    return int(time.time() * 1000)
 
 
 def convert_from_cv2_to_image(img: np.ndarray) -> Image:
@@ -31,41 +41,96 @@ def convert_from_image_to_cv2(img: Image) -> np.ndarray:
     return np.asarray(img)
 
 
-def pipeline_for(algo: str, mem_fraction: float = 1.0, image=False):
+def convert_from_bytes_to_img(raw: bytes) -> Image:
+    return Image.open(io.BytesIO(raw))
+
+
+def convert_from_img_to_bytes(image: Image, fmt='PNG') -> bytes:
+    byte_arr = io.BytesIO()
+    image.save(byte_arr, format=fmt)
+    return byte_arr.getvalue()
+
+
+def crop_image(image: Image, max_w: int, max_h: int) -> Image:
+    w, h = image.size
+    if w > max_w or h > max_h:
+        image.thumbnail((max_w, max_h))
+
+    return image.convert('RGB')
+
+
+def pipeline_for(
+    model: str,
+    mem_fraction: float = 1.0,
+    image: bool = False,
+    cache_dir: str | None = None
+) -> DiffusionPipeline:
+
     assert torch.cuda.is_available()
     torch.cuda.empty_cache()
-    torch.cuda.set_per_process_memory_fraction(mem_fraction)
     torch.backends.cuda.matmul.allow_tf32 = True
     torch.backends.cudnn.allow_tf32 = True
 
+    # full determinism
+    # https://huggingface.co/docs/diffusers/using-diffusers/reproducibility#deterministic-algorithms
+    os.environ["CUBLAS_WORKSPACE_CONFIG"] = ":16:8"
+
+    torch.backends.cudnn.benchmark = False
+    torch.use_deterministic_algorithms(True)
+
+    model_info = MODELS[model]
+
+    req_mem = model_info['mem']
+    mem_gb = torch.cuda.mem_get_info()[1] / (10**9)
+    mem_gb *= mem_fraction
+    over_mem = mem_gb < req_mem
+    if over_mem:
+        logging.warn(f'model requires {req_mem} but card has {mem_gb}, model will run slower..')
+
+    shortname = model_info['short']
+
     params = {
+        'safety_checker': None,
         'torch_dtype': torch.float16,
-        'safety_checker': None
+        'cache_dir': cache_dir,
+        'variant': 'fp16'
     }
 
-    if algo == 'stable':
+    match shortname:
+        case 'stable':
             params['revision'] = 'fp16'
 
-    if image:
+    torch.cuda.set_per_process_memory_fraction(mem_fraction)
-        pipe_class = StableDiffusionImg2ImgPipeline
-    else:
-        pipe_class = StableDiffusionPipeline
 
-    pipe = pipe_class.from_pretrained(
+    pipe = DiffusionPipeline.from_pretrained(
-        ALGOS[algo], **params)
+        model, **params)
 
     pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(
         pipe.scheduler.config)
 
+    pipe.enable_xformers_memory_efficient_attention()
+
+    if over_mem:
         if not image:
             pipe.enable_vae_slicing()
+            pipe.enable_vae_tiling()
 
-    return pipe.to('cuda')
+        pipe.enable_model_cpu_offload()
+
+    else:
+        if sys.version_info[1] < 11:
+            # torch.compile only supported on python < 3.11
+            pipe.unet = torch.compile(
+                pipe.unet, mode='reduce-overhead', fullgraph=True)
+
+        pipe = pipe.to('cuda')
+
+    return pipe
 
 
 def txt2img(
     hf_token: str,
-    model: str = 'midj',
+    model: str = 'prompthero/openjourney',
     prompt: str = 'a red old tractor in a sunny wheat field',
     output: str = 'output.png',
     width: int = 512, height: int = 512,
@@ -73,12 +138,6 @@ def txt2img(
     steps: int = 28,
     seed: Optional[int] = None
 ):
-    assert torch.cuda.is_available()
-    torch.cuda.empty_cache()
-    torch.cuda.set_per_process_memory_fraction(1.0)
-    torch.backends.cuda.matmul.allow_tf32 = True
-    torch.backends.cudnn.allow_tf32 = True
-
     login(token=hf_token)
     pipe = pipeline_for(model)
 
@@ -97,7 +156,7 @@ def txt2img(
 
 def img2img(
     hf_token: str,
-    model: str = 'midj',
+    model: str = 'prompthero/openjourney',
     prompt: str = 'a red old tractor in a sunny wheat field',
     img_path: str = 'input.png',
     output: str = 'output.png',
@@ -106,16 +165,11 @@ def img2img(
     steps: int = 28,
     seed: Optional[int] = None
 ):
-    assert torch.cuda.is_available()
-    torch.cuda.empty_cache()
-    torch.cuda.set_per_process_memory_fraction(1.0)
-    torch.backends.cuda.matmul.allow_tf32 = True
-    torch.backends.cudnn.allow_tf32 = True
-
     login(token=hf_token)
     pipe = pipeline_for(model, image=True)
 
-    input_img = Image.open(img_path).convert('RGB')
+    with open(img_path, 'rb') as img_file:
+        input_img = convert_from_bytes_and_crop(img_file.read(), 512, 512)
 
     seed = seed if seed else random.randint(0, 2 ** 64)
     prompt = prompt
@@ -130,20 +184,8 @@ def img2img(
     image.save(output)
 
 
-def upscale(
+def init_upscaler(model_path: str = 'weights/RealESRGAN_x4plus.pth'):
-    img_path: str = 'input.png',
+    return RealESRGANer(
-    output: str = 'output.png',
-    model_path: str = 'weights/RealESRGAN_x4plus.pth'
-):
-    assert torch.cuda.is_available()
-    torch.cuda.empty_cache()
-    torch.cuda.set_per_process_memory_fraction(1.0)
-    torch.backends.cuda.matmul.allow_tf32 = True
-    torch.backends.cudnn.allow_tf32 = True
-
-    input_img = Image.open(img_path).convert('RGB')
-
-    upscaler = RealESRGANer(
         scale=4,
         model_path=model_path,
         dni_weight=None,
@@ -155,12 +197,42 @@ def upscale(
             num_grow_ch=32,
             scale=4
         ),
-        half=True)
+        half=True
+    )
+
+def upscale(
+    img_path: str = 'input.png',
+    output: str = 'output.png',
+    model_path: str = 'weights/RealESRGAN_x4plus.pth'
+):
+    input_img = Image.open(img_path).convert('RGB')
+
+    upscaler = init_upscaler(model_path=model_path)
 
     up_img, _ = upscaler.enhance(
         convert_from_image_to_cv2(input_img), outscale=4)
 
     image = convert_from_cv2_to_image(up_img)
-
-
     image.save(output)
+
+
+async def download_upscaler():
+    print('downloading upscaler...')
+    weights_path = Path('weights')
+    weights_path.mkdir(exist_ok=True)
+    upscaler_url = 'https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth'
+    save_path = weights_path / 'RealESRGAN_x4plus.pth'
+    response = await asks.get(upscaler_url)
+    with open(save_path, 'wb') as f:
+        f.write(response.content)
+    print('done')
+
+def download_all_models(hf_token: str, hf_home: str):
+    assert torch.cuda.is_available()
+
+    trio.run(download_upscaler)
+
+    login(token=hf_token)
+    for model in MODELS:
+        print(f'DOWNLOADING {model.upper()}')
+        pipeline_for(model, cache_dir=hf_home)

tests/conftest.py

@@ -1,129 +1,24 @@
 #!/usr/bin/python
 
-import os
-import json
-import time
-import random
-import string
-import logging
-
-from functools import partial
-from pathlib import Path
-
-import trio
 import pytest
-import psycopg2
-import trio_asyncio
 
-from docker.types import Mount, DeviceRequest
+from skynet.db import open_new_database
-from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
+from skynet.ipfs import AsyncIPFSHTTP
-
+from skynet.ipfs.docker import open_ipfs_node
-from skynet.constants import *
+from skynet.nodeos import open_nodeos
-from skynet.brain import run_skynet
 
 
 @pytest.fixture(scope='session')
-def postgres_db(dockerctl):
+def ipfs_client():
-    rpassword = ''.join(
+    with open_ipfs_node(teardown=True):
-        random.choice(string.ascii_lowercase)
+        yield AsyncIPFSHTTP('http://127.0.0.1:5001')
-        for i in range(12))
-    password = ''.join(
-        random.choice(string.ascii_lowercase)
-        for i in range(12))
 
-    with dockerctl.run(
+@pytest.fixture(scope='session')
-        'postgres',
+def postgres_db():
-        name='skynet-test-postgres',
+    with open_new_database() as db_params:
-        ports={'5432/tcp': None},
+        yield db_params
-        environment={
-            'POSTGRES_PASSWORD': rpassword
-        }
-    ) as containers:
-        container = containers[0]
-        # ip = container.attrs['NetworkSettings']['IPAddress']
-        port = container.ports['5432/tcp'][0]['HostPort']
-        host = f'localhost:{port}'
 
-        for log in container.logs(stream=True):
+@pytest.fixture(scope='session')
-            log = log.decode().rstrip()
+def cleos():
-            logging.info(log)
+    with open_nodeos() as cli:
-            if ('database system is ready to accept connections' in log or
+        yield cli
-                'database system is shut down' in log):
-                break
-
-        # why print the system is ready to accept connections when its not
-        # postgres? wtf
-        time.sleep(1)
-        logging.info('creating skynet db...')
-
-        conn = psycopg2.connect(
-            user='postgres',
-            password=rpassword,
-            host='localhost',
-            port=port
-        )
-        logging.info('connected...')
-        conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
-        with conn.cursor() as cursor:
-            cursor.execute(
-                f'CREATE USER {DB_USER} WITH PASSWORD \'{password}\'')
-            cursor.execute(
-                f'CREATE DATABASE {DB_NAME}')
-            cursor.execute(
-                f'GRANT ALL PRIVILEGES ON DATABASE {DB_NAME} TO {DB_USER}')
-
-        conn.close()
-
-        logging.info('done.')
-        yield container, password, host
-
-
-@pytest.fixture
-async def skynet_running(postgres_db):
-    db_container, db_pass, db_host = postgres_db
-
-    async with run_skynet(
-        db_pass=db_pass,
-        db_host=db_host
-    ):
-        yield
-
-
-@pytest.fixture
-def dgpu_workers(request, dockerctl, skynet_running):
-    devices = [DeviceRequest(capabilities=[['gpu']])]
-    mounts = [Mount(
-        '/skynet', str(Path().resolve()), type='bind')]
-
-    num_containers, initial_algos = request.param
-
-    cmds = []
-    for i in range(num_containers):
-        cmd = f'''
-        pip install -e . && \
-        skynet run dgpu \
-        --algos=\'{json.dumps(initial_algos)}\' \
-        --uid=dgpu-{i}
-        '''
-        cmds.append(['bash', '-c', cmd])
-
-    logging.info(f'launching: \n{cmd}')
-
-    with dockerctl.run(
-        DOCKER_RUNTIME_CUDA,
-        name='skynet-test-runtime-cuda',
-        commands=cmds,
-        environment={
-            'HF_TOKEN': os.environ['HF_TOKEN'],
-            'HF_HOME': '/skynet/hf_home'
-        },
-        network='host',
-        mounts=mounts,
-        device_requests=devices,
-        num=num_containers
-    ) as containers:
-        yield containers
-
-        #for i, container in enumerate(containers):
-        #    logging.info(f'container {i} logs:')
-        #    logging.info(container.logs().decode())

tests/contracts/telos.gpu/telos.gpu.abi

@@ -0,0 +1,416 @@
+{
+    "____comment": "This file was generated with eosio-abigen. DO NOT EDIT ",
+    "version": "eosio::abi/1.2",
+    "types": [],
+    "structs": [
+        {
+            "name": "account",
+            "base": "",
+            "fields": [
+                {
+                    "name": "user",
+                    "type": "name"
+                },
+                {
+                    "name": "balance",
+                    "type": "asset"
+                },
+                {
+                    "name": "nonce",
+                    "type": "uint64"
+                }
+            ]
+        },
+        {
+            "name": "card",
+            "base": "",
+            "fields": [
+                {
+                    "name": "id",
+                    "type": "uint64"
+                },
+                {
+                    "name": "owner",
+                    "type": "name"
+                },
+                {
+                    "name": "card_name",
+                    "type": "string"
+                },
+                {
+                    "name": "version",
+                    "type": "string"
+                },
+                {
+                    "name": "total_memory",
+                    "type": "uint64"
+                },
+                {
+                    "name": "mp_count",
+                    "type": "uint32"
+                },
+                {
+                    "name": "extra",
+                    "type": "string"
+                }
+            ]
+        },
+        {
+            "name": "clean",
+            "base": "",
+            "fields": []
+        },
+        {
+            "name": "config",
+            "base": "",
+            "fields": [
+                {
+                    "name": "token_contract",
+                    "type": "name"
+                },
+                {
+                    "name": "token_symbol",
+                    "type": "symbol"
+                }
+            ]
+        },
+        {
+            "name": "dequeue",
+            "base": "",
+            "fields": [
+                {
+                    "name": "user",
+                    "type": "name"
+                },
+                {
+                    "name": "request_id",
+                    "type": "uint64"
+                }
+            ]
+        },
+        {
+            "name": "enqueue",
+            "base": "",
+            "fields": [
+                {
+                    "name": "user",
+                    "type": "name"
+                },
+                {
+                    "name": "request_body",
+                    "type": "string"
+                },
+                {
+                    "name": "binary_data",
+                    "type": "string"
+                },
+                {
+                    "name": "reward",
+                    "type": "asset"
+                },
+                {
+                    "name": "min_verification",
+                    "type": "uint32"
+                }
+            ]
+        },
+        {
+            "name": "global_configuration_struct",
+            "base": "",
+            "fields": [
+                {
+                    "name": "token_contract",
+                    "type": "name"
+                },
+                {
+                    "name": "token_symbol",
+                    "type": "symbol"
+                }
+            ]
+        },
+        {
+            "name": "submit",
+            "base": "",
+            "fields": [
+                {
+                    "name": "worker",
+                    "type": "name"
+                },
+                {
+                    "name": "request_id",
+                    "type": "uint64"
+                },
+                {
+                    "name": "request_hash",
+                    "type": "checksum256"
+                },
+                {
+                    "name": "result_hash",
+                    "type": "checksum256"
+                },
+                {
+                    "name": "ipfs_hash",
+                    "type": "string"
+                }
+            ]
+        },
+        {
+            "name": "withdraw",
+            "base": "",
+            "fields": [
+                {
+                    "name": "user",
+                    "type": "name"
+                },
+                {
+                    "name": "quantity",
+                    "type": "asset"
+                }
+            ]
+        },
+        {
+            "name": "work_request_struct",
+            "base": "",
+            "fields": [
+                {
+                    "name": "id",
+                    "type": "uint64"
+                },
+                {
+                    "name": "user",
+                    "type": "name"
+                },
+                {
+                    "name": "reward",
+                    "type": "asset"
+                },
+                {
+                    "name": "min_verification",
+                    "type": "uint32"
+                },
+                {
+                    "name": "nonce",
+                    "type": "uint64"
+                },
+                {
+                    "name": "body",
+                    "type": "string"
+                },
+                {
+                    "name": "binary_data",
+                    "type": "string"
+                },
+                {
+                    "name": "timestamp",
+                    "type": "time_point_sec"
+                }
+            ]
+        },
+        {
+            "name": "work_result_struct",
+            "base": "",
+            "fields": [
+                {
+                    "name": "id",
+                    "type": "uint64"
+                },
+                {
+                    "name": "request_id",
+                    "type": "uint64"
+                },
+                {
+                    "name": "user",
+                    "type": "name"
+                },
+                {
+                    "name": "worker",
+                    "type": "name"
+                },
+                {
+                    "name": "result_hash",
+                    "type": "checksum256"
+                },
+                {
+                    "name": "ipfs_hash",
+                    "type": "string"
+                },
+                {
+                    "name": "submited",
+                    "type": "time_point_sec"
+                }
+            ]
+        },
+        {
+            "name": "workbegin",
+            "base": "",
+            "fields": [
+                {
+                    "name": "worker",
+                    "type": "name"
+                },
+                {
+                    "name": "request_id",
+                    "type": "uint64"
+                },
+                {
+                    "name": "max_workers",
+                    "type": "uint32"
+                }
+            ]
+        },
+        {
+            "name": "workcancel",
+            "base": "",
+            "fields": [
+                {
+                    "name": "worker",
+                    "type": "name"
+                },
+                {
+                    "name": "request_id",
+                    "type": "uint64"
+                },
+                {
+                    "name": "reason",
+                    "type": "string"
+                }
+            ]
+        },
+        {
+            "name": "worker",
+            "base": "",
+            "fields": [
+                {
+                    "name": "account",
+                    "type": "name"
+                },
+                {
+                    "name": "joined",
+                    "type": "time_point_sec"
+                },
+                {
+                    "name": "left",
+                    "type": "time_point_sec"
+                },
+                {
+                    "name": "url",
+                    "type": "string"
+                }
+            ]
+        },
+        {
+            "name": "worker_status_struct",
+            "base": "",
+            "fields": [
+                {
+                    "name": "worker",
+                    "type": "name"
+                },
+                {
+                    "name": "status",
+                    "type": "string"
+                },
+                {
+                    "name": "started",
+                    "type": "time_point_sec"
+                }
+            ]
+        }
+    ],
+    "actions": [
+        {
+            "name": "clean",
+            "type": "clean",
+            "ricardian_contract": ""
+        },
+        {
+            "name": "config",
+            "type": "config",
+            "ricardian_contract": ""
+        },
+        {
+            "name": "dequeue",
+            "type": "dequeue",
+            "ricardian_contract": ""
+        },
+        {
+            "name": "enqueue",
+            "type": "enqueue",
+            "ricardian_contract": ""
+        },
+        {
+            "name": "submit",
+            "type": "submit",
+            "ricardian_contract": ""
+        },
+        {
+            "name": "withdraw",
+            "type": "withdraw",
+            "ricardian_contract": ""
+        },
+        {
+            "name": "workbegin",
+            "type": "workbegin",
+            "ricardian_contract": ""
+        },
+        {
+            "name": "workcancel",
+            "type": "workcancel",
+            "ricardian_contract": ""
+        }
+    ],
+    "tables": [
+        {
+            "name": "cards",
+            "type": "card",
+            "index_type": "i64",
+            "key_names": [],
+            "key_types": []
+        },
+        {
+            "name": "config",
+            "type": "global_configuration_struct",
+            "index_type": "i64",
+            "key_names": [],
+            "key_types": []
+        },
+        {
+            "name": "queue",
+            "type": "work_request_struct",
+            "index_type": "i64",
+            "key_names": [],
+            "key_types": []
+        },
+        {
+            "name": "results",
+            "type": "work_result_struct",
+            "index_type": "i64",
+            "key_names": [],
+            "key_types": []
+        },
+        {
+            "name": "status",
+            "type": "worker_status_struct",
+            "index_type": "i64",
+            "key_names": [],
+            "key_types": []
+        },
+        {
+            "name": "users",
+            "type": "account",
+            "index_type": "i64",
+            "key_names": [],
+            "key_types": []
+        },
+        {
+            "name": "workers",
+            "type": "worker",
+            "index_type": "i64",
+            "key_names": [],
+            "key_types": []
+        }
+    ],
+    "ricardian_clauses": [],
+    "variants": [],
+    "action_results": []
+}

tests/test_deploy.py

@@ -0,0 +1,106 @@
+#!/usr/bin/env python3
+
+import time
+import json
+
+from hashlib import sha256
+from functools import partial
+
+import trio
+import requests
+from skynet.constants import DEFAULT_IPFS_REMOTE
+
+from skynet.dgpu import open_dgpu_node
+
+from leap.sugar import collect_stdout
+
+
+def test_enqueue_work(cleos):
+    user = 'telegram'
+    req = json.dumps({
+        'method': 'diffuse',
+        'params': {
+            'algo': 'midj',
+            'prompt': 'skynet terminator dystopic',
+            'width': 512,
+            'height': 512,
+            'guidance': 10,
+            'step': 28,
+            'seed': 420,
+            'upscaler': 'x4'
+        }
+    })
+    binary = ''
+
+    ec, out = cleos.push_action(
+        'telos.gpu', 'enqueue', [user, req, binary, '20.0000 GPU', 1], f'{user}@active'
+    )
+
+    assert ec == 0
+
+    queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue')
+
+    assert len(queue) == 1
+
+    req_on_chain = queue[0]
+
+    assert req_on_chain['user'] == user
+    assert req_on_chain['body'] == req
+    assert req_on_chain['binary_data'] == binary
+
+    trio.run(
+        partial(
+            open_dgpu_node,
+            f'testworker1',
+            'active',
+            cleos,
+            DEFAULT_IPFS_REMOTE,
+            cleos.private_keys['testworker1'],
+            initial_algos=['midj']
+        )
+    )
+
+    queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue')
+
+    assert len(queue) == 0
+
+
+def test_enqueue_dequeue(cleos):
+    user = 'telegram'
+    req = json.dumps({
+        'method': 'diffuse',
+        'params': {
+            'algo': 'midj',
+            'prompt': 'skynet terminator dystopic',
+            'width': 512,
+            'height': 512,
+            'guidance': 10,
+            'step': 28,
+            'seed': 420,
+            'upscaler': 'x4'
+        }
+    })
+    binary = ''
+
+    ec, out = cleos.push_action(
+        'telos.gpu', 'enqueue', [user, req, binary, '20.0000 GPU', 1], f'{user}@active'
+    )
+
+    assert ec == 0
+
+    request_id, _ = collect_stdout(out).split(':')
+    request_id = int(request_id)
+
+    queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue')
+
+    assert len(queue) == 1
+
+    ec, out = cleos.push_action(
+        'telos.gpu', 'dequeue', [user, request_id], f'{user}@active'
+    )
+
+    assert ec == 0
+
+    queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue')
+
+    assert len(queue) == 0

tests/test_dgpu.py

@@ -1,379 +0,0 @@
-#!/usr/bin/python
-
-import io
-import time
-import json
-import zlib
-import logging
-
-from typing import Optional
-from hashlib import sha256
-from functools import partial
-
-import trio
-import pytest
-import trio_asyncio
-
-from PIL import Image
-from google.protobuf.json_format import MessageToDict
-
-from skynet.brain import SkynetDGPUComputeError
-from skynet.constants import *
-from skynet.frontend import open_skynet_rpc
-
-
-async def wait_for_dgpus(rpc, amount: int, timeout: float = 30.0):
-    gpu_ready = False
-    start_time = time.time()
-    current_time = time.time()
-    while not gpu_ready and (current_time - start_time) < timeout:
-        res = await rpc('dgpu_workers')
-        if res.result['ok'] >= amount:
-            break
-
-        await trio.sleep(1)
-        current_time = time.time()
-
-    assert (current_time - start_time) < timeout
-
-
-_images = set()
-async def check_request_img(
-    i: int,
-    uid: str = '1',
-    width: int = 512,
-    height: int = 512,
-    expect_unique = True,
-    upscaler: Optional[str] = None
-):
-    global _images
-
-    async with open_skynet_rpc(
-        uid,
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as rpc_call:
-        res = await rpc_call(
-            'txt2img', {
-                'prompt': 'red old tractor in a sunny wheat field',
-                'step': 28,
-                'width': width, 'height': height,
-                'guidance': 7.5,
-                'seed': None,
-                'algo': list(ALGOS.keys())[i],
-                'upscaler': upscaler
-            })
-
-        if 'error' in res.result:
-            raise SkynetDGPUComputeError(MessageToDict(res.result))
-
-        if upscaler == 'x4':
-            width *= 4
-            height *= 4
-
-        img_raw = zlib.decompress(bytes.fromhex(res.result['img']))
-        img_sha = sha256(img_raw).hexdigest()
-        img = Image.frombytes(
-            'RGB', (width, height), img_raw)
-
-        if expect_unique and img_sha in _images:
-            raise ValueError('Duplicated image sha: {img_sha}')
-
-        _images.add(img_sha)
-
-        logging.info(f'img sha256: {img_sha} size: {len(img_raw)}')
-
-        assert len(img_raw) > 100000
-
-        return img
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(1, ['midj'])], indirect=True)
-async def test_dgpu_worker_compute_error(dgpu_workers):
-    '''Attempt to generate a huge image and check we get the right error,
-    then generate a smaller image to show gpu worker recovery
-    '''
-
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 1)
-
-        with pytest.raises(SkynetDGPUComputeError) as e:
-            await check_request_img(0, width=4096, height=4096)
-
-        logging.info(e)
-
-        await check_request_img(0)
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(1, ['midj', 'stable'])], indirect=True)
-async def test_dgpu_workers(dgpu_workers):
-    '''Generate two images in a single dgpu worker using
-    two different models.
-    '''
-
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 1)
-
-        await check_request_img(0)
-        await check_request_img(1)
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(1, ['midj'])], indirect=True)
-async def test_dgpu_worker_upscale(dgpu_workers):
-    '''Generate two images in a single dgpu worker using
-    two different models.
-    '''
-
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 1)
-        logging.error('UPSCALE')
-
-        img = await check_request_img(0, upscaler='x4')
-
-        assert img.size == (2048, 2048)
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(2, ['midj'])], indirect=True)
-async def test_dgpu_workers_two(dgpu_workers):
-    '''Generate two images in two separate dgpu workers
-    '''
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 2)
-
-        async with trio.open_nursery() as n:
-            n.start_soon(check_request_img, 0)
-            n.start_soon(check_request_img, 0)
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(1, ['midj'])], indirect=True)
-async def test_dgpu_worker_algo_swap(dgpu_workers):
-    '''Generate an image using a non default model
-    '''
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 1)
-        await check_request_img(5)
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(3, ['midj'])], indirect=True)
-async def test_dgpu_rotation_next_worker(dgpu_workers):
-    '''Connect three dgpu workers, disconnect and check next_worker
-    rotation happens correctly
-    '''
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 3)
-
-        res = await test_rpc('dgpu_next')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 0
-
-        await check_request_img(0)
-
-        res = await test_rpc('dgpu_next')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 1
-
-        await check_request_img(0)
-
-        res = await test_rpc('dgpu_next')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 2
-
-        await check_request_img(0)
-
-        res = await test_rpc('dgpu_next')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 0
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(3, ['midj'])], indirect=True)
-async def test_dgpu_rotation_next_worker_disconnect(dgpu_workers):
-    '''Connect three dgpu workers, disconnect the first one and check
-    next_worker rotation happens correctly
-    '''
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 3)
-
-        await trio.sleep(3)
-
-        # stop worker who's turn is next
-        for _ in range(2):
-            ec, out = dgpu_workers[0].exec_run(['pkill', '-INT', '-f', 'skynet'])
-            assert ec == 0
-
-        dgpu_workers[0].wait()
-
-        res = await test_rpc('dgpu_workers')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 2
-
-        async with trio.open_nursery() as n:
-            n.start_soon(check_request_img, 0)
-            n.start_soon(check_request_img, 0)
-
-
-async def test_dgpu_no_ack_node_disconnect(skynet_running):
-    '''Mock a node that connects, gets a request but fails to
-    acknowledge it, then check skynet correctly drops the node
-    '''
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as rpc_call:
-
-        res = await rpc_call('dgpu_online')
-        assert 'ok' in res.result
-
-        await wait_for_dgpus(rpc_call, 1)
-
-        with pytest.raises(SkynetDGPUComputeError) as e:
-            await check_request_img(0)
-
-        assert 'dgpu failed to acknowledge request' in str(e)
-
-        res = await rpc_call('dgpu_workers')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 0
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(1, ['midj'])], indirect=True)
-async def test_dgpu_timeout_while_processing(dgpu_workers):
-    '''Stop node while processing request to cause timeout and
-    then check skynet correctly drops the node.
-    '''
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 1)
-
-        async def check_request_img_raises():
-            with pytest.raises(SkynetDGPUComputeError) as e:
-                await check_request_img(0)
-
-            assert 'timeout while processing request' in str(e)
-
-        async with trio.open_nursery() as n:
-            n.start_soon(check_request_img_raises)
-            await trio.sleep(1)
-            ec, out = dgpu_workers[0].exec_run(
-                ['pkill', '-TERM', '-f', 'skynet'])
-            assert ec == 0
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(1, ['midj'])], indirect=True)
-async def test_dgpu_heartbeat(dgpu_workers):
-    '''
-    '''
-    async with open_skynet_rpc(
-        'test-ctx',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as test_rpc:
-        await wait_for_dgpus(test_rpc, 1)
-        await trio.sleep(120)
-
-
-@pytest.mark.parametrize(
-    'dgpu_workers', [(1, ['midj'])], indirect=True)
-async def test_dgpu_img2img(dgpu_workers):
-
-    async with open_skynet_rpc(
-        '1',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as rpc_call:
-        await wait_for_dgpus(rpc_call, 1)
-
-
-        res = await rpc_call(
-            'txt2img', {
-                'prompt': 'red old tractor in a sunny wheat field',
-                'step': 28,
-                'width': 512, 'height': 512,
-                'guidance': 7.5,
-                'seed': None,
-                'algo': list(ALGOS.keys())[0],
-                'upscaler': None
-            })
-
-        if 'error' in res.result:
-            raise SkynetDGPUComputeError(MessageToDict(res.result))
-
-        img_raw = res.result['img']
-        img = zlib.decompress(bytes.fromhex(img_raw))
-        logging.info(img[:10])
-        img = Image.open(io.BytesIO(img))
-
-        img.save('txt2img.png')
-
-        res = await rpc_call(
-            'img2img', {
-                'prompt': 'red sports car in a sunny wheat field',
-                'step': 28,
-                'img': img_raw,
-                'guidance': 12,
-                'seed': None,
-                'algo': list(ALGOS.keys())[0],
-                'upscaler': 'x4'
-            })
-
-        if 'error' in res.result:
-            raise SkynetDGPUComputeError(MessageToDict(res.result))
-
-        img_raw = res.result['img']
-        img = zlib.decompress(bytes.fromhex(img_raw))
-        logging.info(img[:10])
-        img = Image.open(io.BytesIO(img))
-
-        img.save('img2img.png')

tests/test_ipfs_client.py

@@ -0,0 +1,26 @@
+#!/usr/bin/python
+
+
+from pathlib import Path
+
+
+async def test_connection(ipfs_client):
+    await ipfs_client.connect(
+        '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv')
+    peers = await ipfs_client.peers()
+    assert '12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' in [p['Peer'] for p in peers]
+
+
+async def test_add_and_pin_file(ipfs_client):
+    test_file = Path('hello_world.txt')
+    with open(test_file, 'w+') as file:
+        file.write('Hello Skynet!')
+
+    file_info = await ipfs_client.add(test_file)
+    file_cid = file_info['Hash']
+
+    pin_resp = await ipfs_client.pin(file_cid)
+
+    assert file_cid in pin_resp
+
+    test_file.unlink()

tests/test_skynet.py

@@ -1,70 +0,0 @@
-#!/usr/bin/python
-
-import logging
-
-import trio
-import pynng
-import pytest
-import trio_asyncio
-
-from skynet.brain import run_skynet
-from skynet.structs import *
-from skynet.frontend import open_skynet_rpc
-
-
-async def test_skynet(skynet_running):
-    ...
-
-
-async def test_skynet_attempt_insecure(skynet_running):
-    with pytest.raises(pynng.exceptions.NNGException) as e:
-        async with open_skynet_rpc('bad-actor'):
-           ...
-
-    assert str(e.value) == 'Connection shutdown'
-
-
-async def test_skynet_dgpu_connection_simple(skynet_running):
-    async with open_skynet_rpc(
-        'dgpu-0',
-        security=True,
-        cert_name='whitelist/testing',
-        key_name='testing'
-    ) as rpc_call:
-        # check 0 nodes are connected
-        res = await rpc_call('dgpu_workers')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 0
-
-        # check next worker is None
-        res = await rpc_call('dgpu_next')
-        assert 'ok' in res.result
-        assert res.result['ok'] == None
-
-        # connect 1 dgpu
-        res = await rpc_call('dgpu_online')
-        assert 'ok' in res.result
-
-        # check 1 node is connected
-        res = await rpc_call('dgpu_workers')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 1
-
-        # check next worker is 0
-        res = await rpc_call('dgpu_next')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 0
-
-        # disconnect 1 dgpu
-        res = await rpc_call('dgpu_offline')
-        assert 'ok' in res.result
-
-        # check 0 nodes are connected
-        res = await rpc_call('dgpu_workers')
-        assert 'ok' in res.result
-        assert res.result['ok'] == 0
-
-        # check next worker is None
-        res = await rpc_call('dgpu_next')
-        assert 'ok' in res.result
-        assert res.result['ok'] == None