diff --git a/.env.miner.example b/.env.miner.example new file mode 100644 index 0000000..06d144d --- /dev/null +++ b/.env.miner.example @@ -0,0 +1,20 @@ +# Network Configuration +NETWORK=localnet # Options: localnet, testnet, finney + +# Wallet Configuration +COLDKEY=miner +MINER_HOTKEY=default + +# Node Configuration +MINER_NAME=miner +MINER_PORT=8092 +AXON_IP=127.0.0.1 +AXON_EXTERNAL_IP=127.0.0.1 + +# Miner Settings +TIMEOUT=16 +VPERMIT_TAO_LIMIT=2 +FORWARD_FUNCTION=base_miner + +# Logging +LOGGING_LEVEL=info # Options: info, debug, trace diff --git a/.env.validator.example b/.env.validator.example new file mode 100644 index 0000000..9de8931 --- /dev/null +++ b/.env.validator.example @@ -0,0 +1,15 @@ +# Network Configuration +NETWORK=testnet # Options: localnet, testnet, finney + +# Wallet Configuration +COLDKEY=validator +VALIDATOR_HOTKEY=default + +# Node Configuration +VALIDATOR_NAME=validator +VALIDATOR_PORT=8091 +AXON_IP=127.0.0.1 +AXON_EXTERNAL_IP=127.0.0.1 + +# Logging +LOGGING_LEVEL=info # Options: info, debug, trace diff --git a/.gitignore b/.gitignore index 0ca1c41..361dfde 100644 --- a/.gitignore +++ b/.gitignore @@ -121,13 +121,14 @@ celerybeat.pid *.sage.py # Environments -.env .venv env/ venv/ ENV/ env.bak/ venv.bak/ +.env* +!.env.*.example # Spyder project settings .spyderproject diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 3ddb7af..8a7173e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -61,7 +61,7 @@ repos: language: system stages: [pre-commit, pre-push, manual] minimum_pre_commit_version: 3.2.0 - args: ['--maxkb=500'] + args: ['--maxkb=500000'] - id: check-ast name: check python ast description: simply checks whether the files parse as valid python. diff --git a/Makefile b/Makefile index 5d4b718..58babb6 100644 --- a/Makefile +++ b/Makefile @@ -1,69 +1,54 @@ -################################################################################ -# User Parameters # -################################################################################ -coldkey = default -validator_hotkey = validator -miner_hotkey = miner -netuid = $(testnet_netuid) -network = $(testnet) +ENV_FILE ?= .env +include $(ENV_FILE) +export -################################################################################ -# Network Parameters # -################################################################################ finney = wss://entrypoint-finney.opentensor.ai:443 testnet = wss://test.finney.opentensor.ai:443 -locanet = ws://127.0.0.1:9944 +localnet = ws://127.0.0.1:9945 -testnet_netuid = 256 -localnet_netuid = 1 -logging_level = info # options= ['info', 'debug', 'trace'] - - -################################################################################ -# Commands # -################################################################################ +ifeq ($(NETWORK),localnet) + netuid = 1 +else ifeq ($(NETWORK),testnet) + netuid = 256 +else ifeq ($(NETWORK),finney) + #netuid = 64 + $(error Finney network not supported yet) +endif metagraph: - btcli subnet metagraph --netuid $(netuid) --subtensor.chain_endpoint $(network) + btcli subnet metagraph --netuid $(netuid) --subtensor.chain_endpoint $($(NETWORK)) register: { \ read -p 'Wallet name?: ' wallet_name ;\ read -p 'Hotkey?: ' hotkey_name ;\ - btcli subnet register --netuid $(netuid) --wallet.name "$$wallet_name" --wallet.hotkey "$$hotkey_name" --subtensor.chain_endpoint $(network) ;\ + btcli subnet register --netuid $(netuid) --wallet.name "$$wallet_name" --wallet.hotkey "$$hotkey_name" --subtensor.chain_endpoint $($(NETWORK)) ;\ } + validator: python start_validator.py \ - --neuron.name validator \ - --wallet.name $(coldkey) \ - --wallet.hotkey $(validator_hotkey) \ - --subtensor.chain_endpoint $(network) \ - --axon.port 8091 \ + --neuron.name $(VALIDATOR_NAME) \ + --wallet.name $(COLDKEY) \ + --wallet.hotkey $(VALIDATOR_HOTKEY) \ + --subtensor.chain_endpoint $($(NETWORK)) \ + --axon.port $(VALIDATOR_PORT) \ + --axon.ip $(AXON_IP) \ + --axon.external_ip $(AXON_EXTERNAL_IP) \ --netuid $(netuid) \ - --logging.level $(logging_level) + --logging.level $(LOGGING_LEVEL) miner: python start_miner.py \ - --neuron.name miner \ - --wallet.name $(coldkey) \ - --wallet.hotkey $(miner_hotkey) \ - --subtensor.chain_endpoint $(network) \ - --axon.port 8092 \ - --netuid $(netuid) \ - --logging.level $(logging_level) \ - --timeout 16 \ - --vpermit_tao_limit 2 \ - --forward_function base_miner - -custom_miner: - python start_miner.py \ - --neuron.name custom_miner \ - --wallet.name $(coldkey) \ - --wallet.hotkey miner2 \ - --subtensor.chain_endpoint $(network) \ - --axon.port 8093 \ + --neuron.name $(MINER_NAME) \ + --wallet.name $(COLDKEY) \ + --wallet.hotkey $(MINER_HOTKEY) \ + --subtensor.chain_endpoint $($(NETWORK)) \ + --axon.port $(MINER_PORT) \ + --axon.ip $(AXON_IP) \ + --axon.external_ip $(AXON_EXTERNAL_IP) \ --netuid $(netuid) \ - --logging.level $(logging_level) \ - --timeout 16 \ - --forward_function custom_function + --logging.level $(LOGGING_LEVEL) \ + --timeout $(TIMEOUT) \ + --vpermit_tao_limit $(VPERMIT_TAO_LIMIT) \ + --forward_function $(FORWARD_FUNCTION) diff --git a/README.md b/README.md index 044997b..e4782ea 100644 --- a/README.md +++ b/README.md @@ -57,7 +57,7 @@ cd precog Create and source a python virtual environment: ``` -python3 -m venv +python3 -m venv .venv source .venv/bin/activate ``` @@ -71,7 +71,7 @@ poetry install ## Configuration ### Makefile -Start by editing the Makefile with you wallet and network information: +Start by editing the Makefile with your wallet and network information: ``` ################################################################################ # User Parameters # @@ -83,6 +83,21 @@ netuid = $(testnet_netuid) network = $(testnet) ``` +### .env Files +Copy the example `.env` files and edit all desired values: + +#### .env.validator +``` +cp .env.validator.example .env.validator +``` +Edit `.env.validator` with your desired values. + +#### .env.miner +``` +cp .env.miner.example .env.miner +``` +Edit `.env.miner` with your desired values. + ### Wandb Wandb integration is planned for mainnet launch and does not currently work. @@ -93,7 +108,7 @@ Wandb integration is planned for mainnet launch and does not currently work. Base miner: 1. Run the command: ``` - make miner + make miner ENV_FILE=.env.miner ``` Custom miner: @@ -107,18 +122,18 @@ Custom miner: - replace the `--forward_function base_miner` with `--forward_function your_file` 3. Run the Command: ``` - make miner_custom + make miner_custom ENV_FILE=.env.custom ``` ### Running a Validator ``` -make validator +make validator ENV_FILE=.env.validator ``` ## Incentive Mechanism -Incentive mechanism whitepaper coming soon. +Read the [Incentive mechanism whitepaper](https://github.com/coinmetrics/precog/tree/master/docs/precog_Incentive_mechanism.pdf) for an in-depth explanation of the mechanism. Briefly, miners are rewarded based on two factors: 1. A point estimate for the price of BTC in USD one hour from prediction time diff --git a/docs/Release Notes.md b/docs/Release Notes.md index ab150c4..ee8f021 100644 --- a/docs/Release Notes.md +++ b/docs/Release Notes.md @@ -1,6 +1,12 @@ Release Notes ============= +0.3.0 +----- +Released on January 7th 2025 +- Update to bittensor v8.5.1 +- Implement CR3 + 0.2.0 ----- Released on December 20th 2024 diff --git a/docs/precog_Incentive_mechanism.pdf b/docs/precog_Incentive_mechanism.pdf new file mode 100644 index 0000000..5bd1438 Binary files /dev/null and b/docs/precog_Incentive_mechanism.pdf differ diff --git a/poetry.lock b/poetry.lock index d004e16..2c548b8 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -194,19 +194,19 @@ files = [ [[package]] name = "attrs" -version = "24.2.0" +version = "24.3.0" description = "Classes Without Boilerplate" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, - {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, + {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"}, + {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"}, ] [package.extras] benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy 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the network arg if self.config.subtensor.chain_endpoint is None: self.config.subtensor.chain_endpoint = bt.subtensor.determine_chain_endpoint_and_network( @@ -17,7 +26,32 @@ def setup_bittensor_objects(self): self.metagraph = self.subtensor.metagraph(self.config.netuid) self.wallet = bt.wallet(config=self.config) self.dendrite = bt.dendrite(wallet=self.wallet) - self.axon = bt.axon(wallet=self.wallet, config=self.config, port=self.config.axon.port) + + # Initialize axon config + axon_config = bt.axon.config() + axon_config.max_workers = self.config.axon.max_workers + axon_config.port = self.config.axon.port + axon_config.ip = self.config.axon.ip + axon_config.external_ip = self.config.axon.external_ip + axon_config.external_port = self.config.axon.external_port + self.config.axon = axon_config + + # Debug prints + bt.logging.debug(f"Axon config - port: {self.config.axon.port}") + bt.logging.debug(f"Axon config - ip: {self.config.axon.ip}") + bt.logging.debug(f"Axon config - external_ip: {self.config.axon.external_ip}") + bt.logging.debug(f"Axon config - external_port: {self.config.axon.external_port}") + bt.logging.debug(f"Axon config - max_workers: {self.config.axon.max_workers}") + + self.axon = bt.axon( + wallet=self.wallet, + config=self.config, + port=self.config.axon.port, + ip=self.config.axon.ip, + external_ip=self.config.axon.external_ip, + external_port=self.config.axon.external_port, + max_workers=self.config.axon.max_workers, + ) # Connect the validator to the network. if self.wallet.hotkey.ss58_address not in self.metagraph.hotkeys: bt.logging.error( @@ -28,15 +62,7 @@ def setup_bittensor_objects(self): # Each validator gets a unique identity (UID) in the network. self.my_uid = self.metagraph.hotkeys.index(self.wallet.hotkey.ss58_address) bt.logging.info(f"Running {self.config.neuron.type} on uid: {self.my_uid}") - # logging setup - if self.config.logging.level == "trace": - bt.logging.set_trace() - elif self.config.logging.level == "debug": - bt.logging.set_debug() - else: - # set to info by default - pass - bt.logging.info(f"Set logging level to {self.config.logging.level}") + full_path = Path( f"~/.bittensor/{self.config.neuron.type}s/{self.config.wallet.name}/{self.config.wallet.hotkey}/netuid{self.config.netuid}/{self.config.neuron.type}" ).expanduser() diff --git a/precog/utils/general.py b/precog/utils/general.py index 00e7c79..7888be6 100644 --- a/precog/utils/general.py +++ b/precog/utils/general.py @@ -49,6 +49,10 @@ def parse_arguments(parser: Optional[argparse.ArgumentParser] = None): help="What type of neuron this is", ) parser.add_argument("--axon.port", type=int, default=8000) + parser.add_argument("--axon.ip", type=str, default="127.0.0.1") + parser.add_argument("--axon.external_ip", type=str, default="127.0.0.1") + parser.add_argument("--axon.external_port", type=int, default=8000) + parser.add_argument("--axon.max_workers", type=int, default=10) parser.add_argument("--logging.level", type=str, choices=["info", "debug", "trace"], default="info") parser.add_argument("--logging.logging_dir", type=str, default="~/.bittensor/validators") parser.add_argument( diff --git a/precog/validators/weight_setter.py b/precog/validators/weight_setter.py index f8a4aa5..fe0b99c 100755 --- a/precog/validators/weight_setter.py +++ b/precog/validators/weight_setter.py @@ -127,6 +127,9 @@ async def set_weights(self): if self.blocks_since_last_update >= self.hyperparameters.weights_rate_limit: uids = array(self.available_uids) weights = [self.moving_average_scores[uid] for uid in self.available_uids] + if not weights: + bt.logging.error("No weights to set, skipping") + return for i, j in zip(weights, self.available_uids): bt.logging.debug(f"UID: {j} | Weight: {i}") if sum(weights) == 0: @@ -167,16 +170,16 @@ async def scheduled_prediction_request(self): responses, self.timestamp = self.query_miners() try: rewards = calc_rewards(self, responses=responses) + # Adjust the scores based on responses from miners and update moving average. + for i, value in zip(self.available_uids, rewards): + self.moving_average_scores[i] = (1 - self.config.alpha) * self.moving_average_scores[ + i + ] + self.config.alpha * value + self.scores = list(self.moving_average_scores.values()) + if self.config.wandb_on: + log_wandb(responses, rewards, self.available_uids) except Exception as e: bt.logging.error(f"Failed to calculate rewards with error: {e}") - # Adjust the scores based on responses from miners and update moving average. - for i, value in zip(self.available_uids, rewards): - self.moving_average_scores[i] = (1 - self.config.alpha) * self.moving_average_scores[ - i - ] + self.config.alpha * value - self.scores = list(self.moving_average_scores.values()) - if self.config.wandb_on: - log_wandb(responses, rewards, self.available_uids) else: print_info(self) diff --git a/pyproject.toml b/pyproject.toml index defeef6..4d70659 100755 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "precog" -version = "0.2.0" +version = "0.3.0" description = "Bitcoin Price Prediction Subnet" authors = ["Coin Metrics", "Yuma Group"] readme = "README.md" @@ -14,7 +14,7 @@ readme = "README.md" python = ">= 3.9, < 3.12" # Bittensor Version Strict -bittensor = "8.3.1" +bittensor = "8.5.1" # Bittensor Dependencies We Also Need setuptools = "~70.0.0" @@ -28,6 +28,7 @@ pytz = "^2024.2" pandas = "^2.2.3" gitpython = "^3.1.43" wandb = "^0.18.6" +bittensor-cli = "^8.4.2" [tool.poetry.group.dev.dependencies] diff --git a/tests/test_package.py b/tests/test_package.py index a069908..d94327e 100644 --- a/tests/test_package.py +++ b/tests/test_package.py @@ -16,4 +16,4 @@ def setUp(self): def test_package_version(self): # Check that version is as expected # Must update to increment package version successfully - self.assertEqual(__version__, "0.2.0") + self.assertEqual(__version__, "0.3.0")