From e87f6b31356677b71ea8c75cd01471e5801e6060 Mon Sep 17 00:00:00 2001 From: kenobijon Date: Mon, 11 May 2026 23:15:53 -0500 Subject: [PATCH 1/2] Add DPS artifact incentive mechanism and upgrade dependencies --- .env.encoder_miner.template | 68 + .env.gen_miner.template | 5 +- .env.validator.template | 25 + docs/Incentive.md | 135 ++ gas/__init__.py | 15 + gas/artifacts/__init__.py | 1 + gas/artifacts/processor.py | 117 + gas/config.py | 204 ++ gas/evaluation/__init__.py | 40 +- gas/evaluation/artifact_task_manager.py | 264 +++ gas/evaluation/artifact_verifier.py | 113 + gas/evaluation/miner_type_tracker.py | 10 +- gas/evaluation/rewards.py | 201 +- gas/protocol/__init__.py | 4 +- gas/protocol/validator_requests.py | 107 +- gas/types.py | 179 +- gas/utils/chain_artifact_metadata_store.py | 86 + gas/utils/chain_model_metadata_store.py | 27 +- gas/utils/metagraph.py | 56 +- gen_miner.config.js | 11 +- neurons/generator/miner.py | 187 +- neurons/validator/validator.py | 330 ++- pyproject.toml | 45 +- tests/test_encoder_incentives.py | 289 +++ uv.lock | 2502 ++++++-------------- 25 files changed, 3178 insertions(+), 1843 deletions(-) create mode 100644 .env.encoder_miner.template create mode 100644 gas/artifacts/__init__.py create mode 100644 gas/artifacts/processor.py create mode 100644 gas/evaluation/artifact_task_manager.py create mode 100644 gas/evaluation/artifact_verifier.py create mode 100644 gas/utils/chain_artifact_metadata_store.py create mode 100644 tests/test_encoder_incentives.py diff --git a/.env.encoder_miner.template b/.env.encoder_miner.template new file mode 100644 index 00000000..dd0ec8f1 --- /dev/null +++ b/.env.encoder_miner.template @@ -0,0 +1,68 @@ +# ============================================================================= +# Encoder/Captioner Artifact Miner Environment Configuration +# ============================================================================= +# Copy this file to .env.encoder_miner and configure your settings: +# cp .env.encoder_miner.template .env.encoder_miner +# +# Launch with: +# MINER_ENV_FILE=.env.encoder_miner pm2 start gen_miner.config.js + +# ============================================================================= +# BITTENSOR NETWORK +# ============================================================================= + +BT_NETUID=379 +BT_CHAIN_ENDPOINT=wss://test.finney.opentensor.ai:443 + +# Wallet +BT_WALLET_NAME=encoder1 +BT_WALLET_HOTKEY=default + +# Axon +BT_AXON_PORT=8093 +BT_AXON_IP=0.0.0.0 +# BT_AXON_EXTERNAL_IP=your.public.ip + +# ============================================================================= +# ARTIFACT MINER ROLE +# ============================================================================= +# Use ENCODER for encoding artifacts. Use CAPTIONER for caption artifacts. +MINER_TYPE=ENCODER + +# Optional reference processor for deterministic local/fake-R2 testing. +# Replace this with your production encoder/captioner command when ready. +DPS_ARTIFACT_PROCESSOR_COMMAND=python -m gas.artifacts.processor + +# Miner-owned output R2 location published as dps_output metadata. +# Validators use these scoped read-only credentials to fetch artifact manifests/files. +DPS_ARTIFACT_OUTPUT_R2_ENDPOINT_URL= +DPS_ARTIFACT_OUTPUT_R2_BUCKET= +DPS_ARTIFACT_OUTPUT_R2_PREFIX=dps-artifacts/ +DPS_ARTIFACT_OUTPUT_R2_READ_ACCESS_KEY_ID= +DPS_ARTIFACT_OUTPUT_R2_READ_SECRET_ACCESS_KEY= +DPS_ARTIFACT_OUTPUT_R2_READ_SESSION_TOKEN= +DPS_ARTIFACT_OUTPUT_FORMAT=npz +DPS_ARTIFACT_OUTPUT_R2_MANIFEST_URL= +DPS_ARTIFACT_OUTPUT_R2_MANIFEST_KEY= + +# ============================================================================= +# MINER SETTINGS +# ============================================================================= + +MINER_DEVICE=auto +MINER_MAX_CONCURRENT_TASKS=2 +MINER_TASK_TIMEOUT=300 +MINER_WORKER_THREADS=2 +MINER_OUTPUT_DIR=./artifact_miner_output +MINER_SAVE_LOCALLY=false +HF_HOME=/workspace/.cache/huggingface + +# ============================================================================= +# LOGGING +# ============================================================================= + +BT_LOGGING_LEVEL=INFO +AUTO_UPDATE=false + +# Set true only for local testing; production miners should keep validator permit checks. +MINER_NO_FORCE_VALIDATOR_PERMIT=false diff --git a/.env.gen_miner.template b/.env.gen_miner.template index 296d67e3..6f139919 100644 --- a/.env.gen_miner.template +++ b/.env.gen_miner.template @@ -91,7 +91,6 @@ MINER_OUTPUT_DIR=./miner_generated_content # Optional: durable task snapshots for restart recovery (default: /.gen_miner_state) # MINER_STATE_DIR= - # ============================================================================= # LOGGING # ============================================================================= @@ -106,9 +105,11 @@ BT_LOGGING_LEVEL=INFO # Check status: gascli generator status # View logs: gascli generator logs -f # Direct PM2: pm2 start miner.config.js +# Encoder miner: cp .env.encoder_miner.template .env.encoder_miner +# MINER_ENV_FILE=.env.encoder_miner pm2 start gen_miner.config.js # Get API keys: # - OpenAI: https://platform.openai.com/api-keys # - OpenRouter: https://openrouter.ai/keys # - Runway: https://app.runwayml.com/ (API keys / dev portal) -# - Hugging Face: https://huggingface.co/settings/tokens \ No newline at end of file +# - Hugging Face: https://huggingface.co/settings/tokens diff --git a/.env.validator.template b/.env.validator.template index 5f91984d..7e20af7a 100644 --- a/.env.validator.template +++ b/.env.validator.template @@ -40,6 +40,31 @@ AUTO_UPDATE=true #START_GENERATOR=true #START_DATA=true +# ======= DPS Artifact Mechanism (optional mechanism 1) ======= +# Set to true after the subnet owner enables the second mechanism on-chain. +ENABLE_DPS_ARTIFACT_MECHANISM=false +DPS_ARTIFACT_MECHANISM_ID=1 +DPS_ARTIFACT_TASK_INTERVAL=360 +DPS_ARTIFACT_PUBLISH_INPUT_TO_CHAIN=false +DPS_ARTIFACT_REWARDS_PATH= + +# Mechanism-1 role budget shares. Values are normalized if they do not sum to 1. +DPS_ARTIFACT_ENCODER_WEIGHT=0.8 +DPS_ARTIFACT_CAPTIONER_WEIGHT=0.2 +DPS_ARTIFACT_SAMPLE_SIZE=0 + +# Validator input R2 location published as dps_input metadata. +# These should be scoped, read-only, prefix-limited credentials; chain commitments are public. +DPS_ARTIFACT_R2_ENDPOINT_URL= +DPS_ARTIFACT_R2_BUCKET= +DPS_ARTIFACT_R2_PREFIX= +DPS_ARTIFACT_R2_MANIFEST_URL= +DPS_ARTIFACT_R2_MANIFEST_KEY= +DPS_ARTIFACT_R2_REGION=auto +DPS_ARTIFACT_R2_READ_ACCESS_KEY_ID= +DPS_ARTIFACT_R2_READ_SECRET_ACCESS_KEY= +DPS_ARTIFACT_R2_READ_SESSION_TOKEN= + # ── Docker-specific notes ────────────────────────────────────────────────── # Use .env.validator as the single source of truth: run Compose with # --env-file .env.validator diff --git a/docs/Incentive.md b/docs/Incentive.md index ec835bfc..50b6e2a8 100644 --- a/docs/Incentive.md +++ b/docs/Incentive.md @@ -105,6 +105,141 @@ This design incentivizes generators to: 2. Create adversarially robust content that can fool discriminators (multiplier) 3. Participate in more evaluations for sample size bonuses +## DPS Artifact Mechanism + +DPS artifact miners are rewarded on Bittensor mechanism `1`, separate from the existing SN34 mechanism `0`. Mechanism `0` continues to set the current burn, escrow, and generator weights. Mechanism `1` is reserved for reusable training artifacts, beginning with `MinerType.ENCODER` and adding `MinerType.CAPTIONER` as semantic validation matures. + +Validators submit a separate weight vector for each mechanism. Subnet-owner operations control the cross-mechanism emission split on-chain: + +```bash +btcli subnet mech set --mech-count 2 --netuid 34 +btcli subnet mech emissions-split --netuid 34 --split "90,10" +``` + +Before setting `mech-count=2`, ensure `mechanism_count * max_allowed_uids < 256`. On mainnet this typically means trimming SN34 to at most 128 UIDs first. + +Unlike mechanism `0`, mechanism `1` does not issue prompt-generation challenges. Chain commitments coordinate the work, and R2 carries the data. A validator publishes a `dps_input` commitment containing the source bucket/path/manifest and scoped read credentials. Encoder/captioner miners read that commitment, pull the source shard from R2, produce reusable artifacts, upload those artifacts to their own R2 bucket, and publish a `dps_output` commitment containing the artifact bucket/path and scoped validator-read credentials. Validators then pull miner outputs from R2 and feed verification results into the mechanism-1 reward stats. + +Chain commitments are public. Any R2 credential written to chain must be narrowly scoped, read-only where possible, prefix-limited, and disposable. Do not publish broad account credentials. + +Validator input publishing and task assignment are configured independently from weight submission: + +```bash +--enable-dps-artifact-mechanism \ +--dps-artifact.publish-input-to-chain \ +--dps-artifact-task-interval 360 \ +--dps-artifact.r2-endpoint-url https://.r2.cloudflarestorage.com \ +--dps-artifact.r2-bucket dps-artifacts \ +--dps-artifact.r2-prefix encoder/shard-001/ \ +--dps-artifact.r2-manifest-url https://example.com/manifest.json \ +--dps-artifact.r2-read-access-key-id \ +--dps-artifact.r2-read-secret-access-key +``` + +The validator writes a compact chain commitment shaped like: + +```json +{ + "v": 1, + "kind": "dps_input", + "role": "ENCODER", + "r2": { + "endpoint_url": "https://.r2.cloudflarestorage.com", + "bucket": "dps-artifacts", + "path": "encoder/shard-001/", + "manifest_url": "https://example.com/manifest.json", + "access_key_id": "", + "secret_access_key": "" + } +} +``` + +The validator may also send a signed `/artifact_task` nudge to active mechanism-1 miners with the same R2 source: + +```json +{ + "task_id": "dps-encoder-12-...", + "role": "ENCODER", + "source": { + "type": "r2", + "endpoint_url": "https://.r2.cloudflarestorage.com", + "bucket": "dps-artifacts", + "path": "encoder/shard-001/", + "prefix": "encoder/shard-001/", + "manifest_url": "https://example.com/manifest.json", + "access_key_id": "", + "secret_access_key": "" + }, + "parameters": { + "expected_output": "encoder" + } +} +``` + +Miner output commitments use the same registry envelope with `kind: "dps_output"`, the miner's artifact R2 location, validator-readable credentials, optional manifest info, and optional artifact hash. Miners can expose artifact behavior by running with `--miner.type ENCODER` or `--miner.type CAPTIONER`. If `--dps-artifact.processor-command` is configured, the miner runs that command for each artifact task and passes source/output metadata through environment variables such as `DPS_SOURCE_BUCKET`, `DPS_SOURCE_PATH`, `DPS_SOURCE_ACCESS_KEY_ID`, `DPS_SOURCE_SECRET_ACCESS_KEY`, `DPS_OUTPUT_BUCKET`, and `DPS_OUTPUT_PREFIX`. The command may print JSON with `artifact_hash`, `manifest_url`, `manifest_key`, or `path`, which the miner publishes in its `dps_output` commitment. + +Use `.env.encoder_miner.template` for mechanism-1 artifact miners rather than `.env.gen_miner.template`: + +```bash +cp .env.encoder_miner.template .env.encoder_miner +MINER_ENV_FILE=.env.encoder_miner pm2 start gen_miner.config.js +``` + +The repo includes a reference processor for local/fake-R2 testing and deterministic baseline artifacts: + +```bash +--dps-artifact.processor-command "python -m gas.artifacts.processor" +``` + +The validator artifact verifier reads the published manifest, fetches each listed artifact file, checks SHA-256 hashes, counts accepted work units, and writes mechanism-1 reward stats. + +Task IDs are deterministic by role, UID, assignment epoch, and R2 source hash: + +```text +dps-{role}-{uid}-e{epoch}-{source_hash} +``` + +This lets validators and miners agree on the shard/output path being scored without relying on random request IDs. + +The encoder reward is: + +$$R_{\text{encoder}} = \max(0, w \cdot c \cdot a \cdot t \cdot n - p)$$ + +Where: +- $w$ = accepted work units +- $c$ = deterministic correctness rate +- $a$ = availability rate +- $t$ = timeliness multiplier +- $n$ = novelty multiplier +- $p$ = penalties + +Captioner rewards use the same work-unit shape, but replace deterministic correctness with a semantic quality score: + +$$R_{\text{captioner}} = \max(0, w \cdot q \cdot a \cdot t \cdot n - p)$$ + +Where $q$ is caption quality, supplied by the DPS semantic validation layer. + +The validator accepts artifact stats from `--dps-artifact-rewards-path` / `DPS_ARTIFACT_REWARDS_PATH`. The JSON may contain `encoder_stats` and `captioner_stats` fields, or an encoder-only UID-keyed object while the first encoder pipeline is being rolled out. Records may include `uid` directly or be keyed by miner hotkey; existing verification aliases such as `total_verified`, `pass_rate`, and `quality_score` are accepted. + +Current mechanism layout: + +```text +mechanism 0: SN34 generation/discrimination + burn_pct = 0.60 + video_escrow = 0.20 + image_escrow = 0.00 + audio_escrow = 0.00 + generator_pct = 0.20 + +mechanism 1: DPS artifacts + encoder_weight = 0.80 + captioner_weight = 0.20 +``` + +Mechanism `1` submission is disabled by default until the subnet owner enables the second mechanism on-chain. Run validators with `--enable-dps-artifact-mechanism` after mechanism `1` exists. If no active encoder or captioner UIDs have positive scores in an epoch, that role's unallocated mechanism-1 budget is assigned to burn so the weight vector remains fully allocated. + +Native multiple-mechanism support requires a Bittensor SDK that accepts `mechid` on `set_weights`; this is documented in SDK v10. Validators should upgrade before enabling mechanism `1`. + ## Discriminator Rewards diff --git a/gas/__init__.py b/gas/__init__.py index c578a93e..5eeb01c0 100644 --- a/gas/__init__.py +++ b/gas/__init__.py @@ -1,5 +1,20 @@ __version__ = "4.7.12" +import bittensor as bt + +# Bittensor v10 exposes class names (Wallet/Subtensor/Axon/Metagraph) where +# earlier SDKs exposed lowercase constructors. Keep the existing codepath +# working while the subnet migrates to v10 for mechid support and security +# fixes. +if not hasattr(bt, "wallet") and hasattr(bt, "Wallet"): + bt.wallet = bt.Wallet +if not hasattr(bt, "subtensor") and hasattr(bt, "Subtensor"): + bt.subtensor = bt.Subtensor +if not hasattr(bt, "axon") and hasattr(bt, "Axon"): + bt.axon = bt.Axon +if not hasattr(bt, "metagraph") and hasattr(bt, "Metagraph"): + bt.metagraph = bt.Metagraph + version_split = __version__.split(".") __spec_version__ = ( (100000 * int(version_split[0])) diff --git a/gas/artifacts/__init__.py b/gas/artifacts/__init__.py new file mode 100644 index 00000000..a29a9a35 --- /dev/null +++ b/gas/artifacts/__init__.py @@ -0,0 +1 @@ +"""DPS artifact processing helpers.""" diff --git a/gas/artifacts/processor.py b/gas/artifacts/processor.py new file mode 100644 index 00000000..3c9d646b --- /dev/null +++ b/gas/artifacts/processor.py @@ -0,0 +1,117 @@ +import hashlib +import json +import os +from pathlib import Path +from urllib.parse import urlparse +from urllib.request import urlopen + + +def main(): + task_id = os.environ["DPS_TASK_ID"] + role = os.environ.get("DPS_ROLE", "ENCODER").upper() + output_bucket = os.environ["DPS_OUTPUT_BUCKET"] + output_prefix = os.environ["DPS_OUTPUT_PREFIX"].strip("/") + output_endpoint = os.environ.get("DPS_OUTPUT_ENDPOINT_URL", "") + + source_items = _load_source_items() + artifact_name = "encodings.jsonl" if role == "ENCODER" else "captions.jsonl" + artifact_bytes = _build_artifact_bytes(task_id, role, source_items) + artifact_sha = _sha256(artifact_bytes) + + output_dir = _output_dir(output_endpoint, output_bucket, output_prefix) + output_dir.mkdir(parents=True, exist_ok=True) + artifact_path = output_dir / artifact_name + artifact_path.write_bytes(artifact_bytes) + + manifest = { + "task_id": task_id, + "role": role, + "artifacts": [ + { + "path": artifact_name, + "sha256": artifact_sha, + "work_units": max(1, len(source_items)), + "format": "jsonl", + } + ], + } + manifest_path = output_dir / "manifest.json" + manifest_path.write_text(json.dumps(manifest, separators=(",", ":")), encoding="utf-8") + + print( + json.dumps( + { + "artifact_hash": f"sha256:{artifact_sha}", + "manifest_key": "manifest.json", + "path": f"{output_prefix}/", + }, + separators=(",", ":"), + ) + ) + + +def _load_source_items(): + manifest_url = os.environ.get("DPS_SOURCE_MANIFEST_URL") + manifest_key = os.environ.get("DPS_SOURCE_MANIFEST_KEY") or "manifest.json" + if manifest_url: + raw = _read_url(manifest_url) + else: + source_dir = _source_dir() + manifest_path = source_dir / manifest_key + raw = manifest_path.read_bytes() if manifest_path.exists() else b"{}" + + try: + manifest = json.loads(raw.decode("utf-8")) + except json.JSONDecodeError: + manifest = {} + items = manifest.get("items") or manifest.get("files") or manifest.get("artifacts") or [] + if not items: + source_path = os.environ.get("DPS_SOURCE_PATH", "") + items = [{"path": source_path or "source"}] + return items + + +def _build_artifact_bytes(task_id: str, role: str, source_items: list) -> bytes: + rows = [] + for index, item in enumerate(source_items): + item_key = item.get("path") or item.get("key") or item.get("url") or str(index) + digest = _sha256(f"{task_id}:{role}:{item_key}".encode("utf-8")) + if role == "CAPTIONER": + payload = {"item": item_key, "caption": f"dps caption {digest[:16]}"} + else: + payload = {"item": item_key, "encoding": digest} + rows.append(json.dumps(payload, separators=(",", ":"))) + return ("\n".join(rows) + "\n").encode("utf-8") + + +def _source_dir() -> Path: + endpoint = os.environ.get("DPS_SOURCE_ENDPOINT_URL", "") + bucket = os.environ.get("DPS_SOURCE_BUCKET", "") + source_path = os.environ.get("DPS_SOURCE_PATH", "").strip("/") + if endpoint.startswith("file://"): + return Path(urlparse(endpoint).path) / bucket / source_path + return Path(bucket) / source_path + + +def _output_dir(endpoint: str, bucket: str, prefix: str) -> Path: + if endpoint.startswith("file://"): + return Path(urlparse(endpoint).path) / bucket / prefix + return Path(bucket) / prefix + + +def _read_url(url: str) -> bytes: + parsed = urlparse(url) + if parsed.scheme == "file": + return Path(parsed.path).read_bytes() + if parsed.scheme in ("http", "https"): + with urlopen(url, timeout=30) as response: + return response.read() + return Path(url).read_bytes() + + +def _sha256(data: bytes) -> str: + return hashlib.sha256(data).hexdigest() + + +if __name__ == "__main__": + main() diff --git a/gas/config.py b/gas/config.py index 7d7d081a..c956f0fc 100644 --- a/gas/config.py +++ b/gas/config.py @@ -6,6 +6,13 @@ TESTNET_UID = 379 +def _env_bool(name: str, default: bool = False) -> bool: + value = os.environ.get(name) + if value is None: + return default + return value.lower() in ("1", "true", "yes", "on") + + def validate_config_and_neuron_path(config): r"""Checks/validates the config namespace object.""" full_path = os.path.expanduser( @@ -181,6 +188,84 @@ def add_miner_args(parser): default=2, help="Number of worker threads for task processing", ) + + parser.add_argument( + "--miner.type", + type=str, + choices=["GENERATOR", "ENCODER", "CAPTIONER"], + default=os.environ.get("MINER_TYPE", "GENERATOR"), + help="Miner role advertised to validators", + ) + + parser.add_argument( + "--dps-artifact.processor-command", + type=str, + default=os.environ.get("DPS_ARTIFACT_PROCESSOR_COMMAND"), + help="Optional command run for encoder/captioner artifact tasks; receives task metadata through environment variables", + ) + + parser.add_argument( + "--dps-artifact.output-r2-endpoint-url", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_ENDPOINT_URL"), + help="Miner output R2 endpoint URL for DPS artifacts", + ) + + parser.add_argument( + "--dps-artifact.output-r2-bucket", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_BUCKET"), + help="Miner output R2 bucket for DPS artifacts", + ) + + parser.add_argument( + "--dps-artifact.output-r2-prefix", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_PREFIX", "dps-artifacts/"), + help="Miner output R2 prefix for DPS artifacts", + ) + + parser.add_argument( + "--dps-artifact.output-r2-read-access-key-id", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_READ_ACCESS_KEY_ID"), + help="Validator-readable access key id for miner DPS artifacts", + ) + + parser.add_argument( + "--dps-artifact.output-r2-read-secret-access-key", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_READ_SECRET_ACCESS_KEY"), + help="Validator-readable secret access key for miner DPS artifacts", + ) + + parser.add_argument( + "--dps-artifact.output-r2-read-session-token", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_READ_SESSION_TOKEN"), + help="Optional validator-readable session token for miner DPS artifacts", + ) + + parser.add_argument( + "--dps-artifact.output-format", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_FORMAT", "npz"), + help="Published DPS artifact output format, e.g. npz, parquet, jsonl", + ) + + parser.add_argument( + "--dps-artifact.output-r2-manifest-url", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_MANIFEST_URL"), + help="Optional public or validator-readable manifest URL for miner DPS artifact outputs", + ) + + parser.add_argument( + "--dps-artifact.output-r2-manifest-key", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_MANIFEST_KEY"), + help="Optional R2 manifest object key for miner DPS artifact outputs", + ) # Webhook configuration parser.add_argument( @@ -220,6 +305,13 @@ def add_validator_args(parser): default=110, ) + parser.add_argument( + "--dps-artifact-task-interval", + type=int, + help="How often validators assign R2 artifact tasks to encoder/captioner miners, measured in 12 second blocks.", + default=int(os.environ.get("DPS_ARTIFACT_TASK_INTERVAL", 360)), + ) + parser.add_argument( "--dataset-download-interval", type=int, @@ -360,6 +452,118 @@ def add_validator_args(parser): default=os.environ.get("BENCHMARK_API_URL", "https://gas.bitmind.ai"), ) + parser.add_argument( + "--dps-artifact-rewards-path", + type=str, + help="Optional JSON file containing DPS mechanism-1 artifact verification stats", + default=os.environ.get("DPS_ARTIFACT_REWARDS_PATH") or os.environ.get("ENCODER_REWARDS_PATH"), + ) + + parser.add_argument( + "--enable-dps-artifact-mechanism", + action="store_true", + help="Submit a second weight vector for DPS artifact mechanism 1", + default=_env_bool("ENABLE_DPS_ARTIFACT_MECHANISM"), + ) + + parser.add_argument( + "--dps-artifact.publish-input-to-chain", + action="store_true", + help="Publish validator DPS input R2 location and scoped read credentials to the subnet commitment", + default=_env_bool("DPS_ARTIFACT_PUBLISH_INPUT_TO_CHAIN"), + ) + + parser.add_argument( + "--dps-artifact-mechanism-id", + type=int, + help="Bittensor mechanism id for DPS artifact rewards", + default=int(os.environ.get("DPS_ARTIFACT_MECHANISM_ID", 1)), + ) + + parser.add_argument( + "--dps-artifact.encoder-weight", + type=float, + help="Mechanism-1 budget share for encoder rewards", + default=float(os.environ.get("DPS_ARTIFACT_ENCODER_WEIGHT", 0.8)), + ) + + parser.add_argument( + "--dps-artifact.captioner-weight", + type=float, + help="Mechanism-1 budget share reserved for captioner rewards", + default=float(os.environ.get("DPS_ARTIFACT_CAPTIONER_WEIGHT", 0.2)), + ) + + parser.add_argument( + "--dps-artifact.sample-size", + type=int, + help="Maximum encoder/captioner miners per role to receive each R2 artifact assignment round; 0 means all active miners.", + default=int(os.environ.get("DPS_ARTIFACT_SAMPLE_SIZE", 0)), + ) + + parser.add_argument( + "--dps-artifact.r2-endpoint-url", + type=str, + help="Cloudflare R2 endpoint URL for DPS artifact source data", + default=os.environ.get("DPS_ARTIFACT_R2_ENDPOINT_URL"), + ) + + parser.add_argument( + "--dps-artifact.r2-bucket", + type=str, + help="Cloudflare R2 bucket containing DPS artifact source data", + default=os.environ.get("DPS_ARTIFACT_R2_BUCKET"), + ) + + parser.add_argument( + "--dps-artifact.r2-prefix", + type=str, + help="Cloudflare R2 key prefix for the current DPS artifact dataset shard", + default=os.environ.get("DPS_ARTIFACT_R2_PREFIX"), + ) + + parser.add_argument( + "--dps-artifact.r2-manifest-url", + type=str, + help="Public or presigned R2 manifest URL describing the data shard miners should pull", + default=os.environ.get("DPS_ARTIFACT_R2_MANIFEST_URL"), + ) + + parser.add_argument( + "--dps-artifact.r2-manifest-key", + type=str, + help="R2 object key for the DPS artifact data manifest", + default=os.environ.get("DPS_ARTIFACT_R2_MANIFEST_KEY"), + ) + + parser.add_argument( + "--dps-artifact.r2-region", + type=str, + help="R2/S3 region hint for clients; R2 commonly accepts auto", + default=os.environ.get("DPS_ARTIFACT_R2_REGION", "auto"), + ) + + parser.add_argument( + "--dps-artifact.r2-read-access-key-id", + type=str, + help="Scoped read-only R2 access key id for miners; chain commitments are public", + default=os.environ.get("DPS_ARTIFACT_R2_READ_ACCESS_KEY_ID"), + ) + + parser.add_argument( + "--dps-artifact.r2-read-secret-access-key", + type=str, + help="Scoped read-only R2 secret access key for miners; chain commitments are public", + default=os.environ.get("DPS_ARTIFACT_R2_READ_SECRET_ACCESS_KEY"), + ) + + parser.add_argument( + "--dps-artifact.r2-read-session-token", + type=str, + help="Optional scoped R2 read session token for miners; chain commitments are public", + default=os.environ.get("DPS_ARTIFACT_R2_READ_SESSION_TOKEN"), + ) + parser.add_argument( "--scoring.multiclass-weight", type=float, diff --git a/gas/evaluation/__init__.py b/gas/evaluation/__init__.py index 56d796a3..7ea5f550 100644 --- a/gas/evaluation/__init__.py +++ b/gas/evaluation/__init__.py @@ -1,7 +1,39 @@ -from .generative_challenge_manager import GenerativeChallengeManager -from .miner_type_tracker import MinerTypeTracker from .rewards import ( + artifact_stats_with_uids, get_discriminator_rewards, + get_captioner_rewards, + get_encoder_rewards, get_generator_base_rewards, - get_generator_reward_multipliers -) \ No newline at end of file + get_generator_reward_multipliers, + normalize_rewards_to_weight_budget, +) + + +def __getattr__(name): + if name == "ArtifactTaskManager": + from .artifact_task_manager import ArtifactTaskManager + + return ArtifactTaskManager + if name == "GenerativeChallengeManager": + from .generative_challenge_manager import GenerativeChallengeManager + + return GenerativeChallengeManager + if name == "MinerTypeTracker": + from .miner_type_tracker import MinerTypeTracker + + return MinerTypeTracker + raise AttributeError(f"module {__name__!r} has no attribute {name!r}") + + +__all__ = [ + "ArtifactTaskManager", + "GenerativeChallengeManager", + "MinerTypeTracker", + "artifact_stats_with_uids", + "get_discriminator_rewards", + "get_captioner_rewards", + "get_encoder_rewards", + "get_generator_base_rewards", + "get_generator_reward_multipliers", + "normalize_rewards_to_weight_budget", +] diff --git a/gas/evaluation/artifact_task_manager.py b/gas/evaluation/artifact_task_manager.py new file mode 100644 index 00000000..5179f98f --- /dev/null +++ b/gas/evaluation/artifact_task_manager.py @@ -0,0 +1,264 @@ +import asyncio +import hashlib +import json +import time + +import aiohttp +import bittensor as bt + +from gas.protocol.validator_requests import query_artifact_miner +from gas.types import ArtifactChainMetadata, ArtifactR2Location, MinerType +from gas.utils.chain_artifact_metadata_store import ChainArtifactMetadataStore +from gas.evaluation.artifact_verifier import ArtifactVerifier + + +class ArtifactTaskManager: + """Assigns DPS artifact miners dataset shards to pull from R2.""" + + def __init__(self, config, wallet, metagraph, subtensor, miner_type_tracker): + self.config = config + self.wallet = wallet + self.metagraph = metagraph + self.subtensor = subtensor + self.miner_type_tracker = miner_type_tracker + self.last_assignment_at = {} + self.last_task_id_by_uid = {} + self.latest_reward_stats = {"encoder_stats": [], "captioner_stats": []} + self.metadata_store = ChainArtifactMetadataStore(subtensor, config.netuid) + self.artifact_verifier = ArtifactVerifier() + + async def publish_input_metadata(self): + if not getattr(self.config, "enable_dps_artifact_mechanism", False): + return + if not getattr(self.config.dps_artifact, "publish_input_to_chain", False): + return + + r2_location = self._r2_location() + if r2_location is None: + bt.logging.warning( + "DPS artifact input metadata not published: R2 bucket and path are required" + ) + return + + metadata = ArtifactChainMetadata( + kind="dps_input", + role=MinerType.ENCODER, + r2=r2_location, + ) + await self.metadata_store.store_artifact_metadata(self.wallet, metadata) + bt.logging.info("Published DPS artifact input R2 metadata to chain") + + async def issue_artifact_tasks(self, block: int = 0): + if not getattr(self.config, "enable_dps_artifact_mechanism", False): + return + + r2_source = await self._r2_source() + if not r2_source: + bt.logging.trace("DPS artifact task assignment skipped: no R2 source configured") + return + + await self.miner_type_tracker.update_miner_types() + tasks = [] + for role in (MinerType.ENCODER, MinerType.CAPTIONER): + miner_uids = self._sample_role_uids(role) + for uid in miner_uids: + tasks.append(self.send_artifact_task(uid, role, r2_source, block)) + + if not tasks: + bt.logging.trace("No DPS artifact miners found to assign R2 tasks.") + return + + await asyncio.gather(*tasks) + + async def get_miner_output_metadata(self, miner_uids=None): + if miner_uids is None: + miner_uids = ( + self.miner_type_tracker.get_miners_by_type(MinerType.ENCODER) + + self.miner_type_tracker.get_miners_by_type(MinerType.CAPTIONER) + ) + + metadata_by_uid = {} + for uid in miner_uids: + metadata = await self.metadata_store.retrieve_artifact_metadata( + uid=uid, + expected_kind="dps_output", + ) + if metadata is not None: + metadata_by_uid[uid] = metadata + return metadata_by_uid + + async def validate_miner_outputs(self): + await self.miner_type_tracker.update_miner_types() + miner_uids = ( + self.miner_type_tracker.get_miners_by_type(MinerType.ENCODER) + + self.miner_type_tracker.get_miners_by_type(MinerType.CAPTIONER) + ) + outputs = await self.get_miner_output_metadata(miner_uids) + reward_stats = {"encoder_stats": [], "captioner_stats": []} + for uid, metadata in outputs.items(): + stats = self._verify_output_metadata(uid, metadata) + if metadata.role == MinerType.ENCODER: + reward_stats["encoder_stats"].append(stats) + elif metadata.role == MinerType.CAPTIONER: + reward_stats["captioner_stats"].append(stats) + + self.latest_reward_stats = reward_stats + rewards_path = getattr(self.config, "dps_artifact_rewards_path", None) + if rewards_path: + try: + with open(rewards_path, "w", encoding="utf-8") as f: + json.dump(reward_stats, f, separators=(",", ":")) + except Exception as e: + bt.logging.warning(f"Failed writing DPS artifact reward stats: {e}") + + bt.logging.info( + "Validated DPS artifact output metadata: " + f"{len(reward_stats['encoder_stats'])} encoder, " + f"{len(reward_stats['captioner_stats'])} captioner" + ) + return reward_stats + + async def send_artifact_task(self, uid: int, role: MinerType, r2_source, block: int = 0): + task_id = self._task_id(role, uid, r2_source, block) + parameters = { + "assignment_time": time.time(), + "expected_output": role.value.lower(), + "assignment_block": block, + } + async with aiohttp.ClientSession() as session: + response_data = await query_artifact_miner( + uid=uid, + axon_info=self.metagraph.axons[uid], + session=session, + hotkey=self.wallet.hotkey, + role=role, + task_id=task_id, + r2_source=r2_source, + parameters=parameters, + total_timeout=self.config.neuron.miner_total_timeout, + connect_timeout=getattr(self.config.neuron, "miner_connect_timeout", None), + sock_connect_timeout=getattr( + self.config.neuron, "miner_sock_connect_timeout", None + ), + ) + + if response_data and response_data.get("accepted"): + self.last_assignment_at[(uid, role)] = time.time() + self.last_task_id_by_uid[(uid, role)] = task_id + bt.logging.info( + f"Assigned DPS {role.value.lower()} artifact task {task_id} to UID {uid}" + ) + else: + error = response_data.get("error") if response_data else "Unknown error" + bt.logging.warning( + f"Failed to assign DPS {role.value.lower()} artifact task to UID {uid}: {error}" + ) + + def _sample_role_uids(self, role: MinerType): + miner_uids = self.miner_type_tracker.get_miners_by_type(role) + sample_size = int(getattr(self.config.dps_artifact, "sample_size", 0)) + if sample_size > 0 and len(miner_uids) > sample_size: + import numpy as np + + miner_uids = np.random.choice( + miner_uids, + size=sample_size, + replace=False, + ).tolist() + return miner_uids + + async def _r2_source(self): + metadata = await self.metadata_store.retrieve_artifact_metadata( + uid=self.metagraph.hotkeys.index(self.wallet.hotkey.ss58_address), + expected_kind="dps_input", + ) + if metadata is not None: + return metadata.r2.to_dict() + + r2_location = self._r2_location() + return r2_location.to_dict() if r2_location is not None else {} + + def _r2_location(self): + artifact_config = getattr(self.config, "dps_artifact", None) + if artifact_config is None: + return None + + bucket = getattr(artifact_config, "r2_bucket", None) + path = getattr(artifact_config, "r2_prefix", None) + if not bucket or not path: + return None + + return ArtifactR2Location( + bucket=bucket, + path=path, + endpoint_url=getattr(artifact_config, "r2_endpoint_url", None), + region=getattr(artifact_config, "r2_region", None), + access_key_id=getattr( + artifact_config, "r2_read_access_key_id", None + ), + secret_access_key=getattr( + artifact_config, "r2_read_secret_access_key", None + ), + session_token=getattr(artifact_config, "r2_read_session_token", None), + manifest_url=getattr(artifact_config, "r2_manifest_url", None), + manifest_key=getattr(artifact_config, "r2_manifest_key", None), + ) + + def _verify_output_metadata(self, uid: int, metadata: ArtifactChainMetadata): + try: + stats = self.artifact_verifier.verify( + uid=uid, + hotkey=self.metagraph.hotkeys[uid], + metadata=metadata, + ) + except Exception as e: + bt.logging.warning(f"DPS artifact verification failed for UID {uid}: {e}") + stats = self._stats_from_output_metadata(uid, metadata) + stats["accepted_work_units"] = 0 + if metadata.role == MinerType.ENCODER: + stats["deterministic_correctness_rate"] = 0.0 + else: + stats["caption_quality_rate"] = 0.0 + stats["penalties"] = max(1.0, stats.get("penalties", 0.0)) + return stats + + def _stats_from_output_metadata(self, uid: int, metadata: ArtifactChainMetadata): + accepted = 1 if metadata.r2.bucket and metadata.r2.path else 0 + expected_task_ids = { + task_id + for (task_uid, _role), task_id in self.last_task_id_by_uid.items() + if task_uid == uid + } + task_matches = ( + not expected_task_ids + or metadata.task_id is None + or metadata.task_id in expected_task_ids + ) + has_integrity = bool(metadata.artifact_hash or metadata.r2.manifest_url or metadata.r2.manifest_key) + quality = 1.0 if accepted and task_matches and has_integrity else 0.5 if accepted else 0.0 + stats = { + "uid": uid, + "hotkey": self.metagraph.hotkeys[uid], + "task_id": metadata.task_id, + "accepted_work_units": accepted, + "availability_rate": 1.0 if accepted else 0.0, + "timeliness_multiplier": 1.0, + "novelty_multiplier": 1.0, + "penalties": 0.0 if task_matches else 1.0, + "artifact_bucket": metadata.r2.bucket, + "artifact_path": metadata.r2.path, + "artifact_hash": metadata.artifact_hash, + } + if metadata.role == MinerType.ENCODER: + stats["deterministic_correctness_rate"] = quality + else: + stats["caption_quality_rate"] = quality + return stats + + def _task_id(self, role: MinerType, uid: int, r2_source, block: int = 0): + interval = int(getattr(self.config, "dps_artifact_task_interval", 1) or 1) + epoch = int(block // interval) if block else 0 + source_hash = hashlib.sha256( + json.dumps(r2_source, sort_keys=True, separators=(",", ":")).encode("utf-8") + ).hexdigest()[:12] + return f"dps-{role.value.lower()}-{uid}-e{epoch}-{source_hash}" diff --git a/gas/evaluation/artifact_verifier.py b/gas/evaluation/artifact_verifier.py new file mode 100644 index 00000000..ff6ac61b --- /dev/null +++ b/gas/evaluation/artifact_verifier.py @@ -0,0 +1,113 @@ +import hashlib +import json +from pathlib import Path +from urllib.parse import urlparse +from urllib.request import urlopen + +from gas.types import ArtifactChainMetadata, MinerType + + +class ArtifactVerificationError(Exception): + pass + + +class ArtifactVerifier: + """Verifies DPS artifact manifests and files before rewards are updated.""" + + def verify(self, uid: int, hotkey: str, metadata: ArtifactChainMetadata) -> dict: + manifest = self._load_manifest(metadata) + files = self._manifest_files(manifest) + if not files: + raise ArtifactVerificationError("Artifact manifest contained no files") + + valid_units = 0 + invalid_units = 0 + for file_info in files: + try: + content = self._read_artifact_file(metadata, file_info) + expected_sha = file_info.get("sha256") or file_info.get("hash") + if expected_sha and self._sha256(content) != self._normalize_hash(expected_sha): + invalid_units += int(file_info.get("work_units", 1)) + continue + valid_units += int(file_info.get("work_units", 1)) + except Exception: + invalid_units += int(file_info.get("work_units", 1)) + + total_units = valid_units + invalid_units + correctness = valid_units / total_units if total_units else 0.0 + stats = { + "uid": uid, + "hotkey": hotkey, + "task_id": metadata.task_id, + "accepted_work_units": valid_units, + "availability_rate": 1.0 if valid_units else 0.0, + "timeliness_multiplier": 1.0, + "novelty_multiplier": 1.0, + "penalties": float(invalid_units), + "artifact_bucket": metadata.r2.bucket, + "artifact_path": metadata.r2.path, + "artifact_hash": metadata.artifact_hash, + "manifest_sha256": self._sha256( + json.dumps(manifest, sort_keys=True, separators=(",", ":")).encode("utf-8") + ), + } + if metadata.role == MinerType.ENCODER: + stats["deterministic_correctness_rate"] = correctness + else: + stats["caption_quality_rate"] = correctness + return stats + + def _load_manifest(self, metadata: ArtifactChainMetadata) -> dict: + if metadata.r2.manifest_url: + data = self._read_url(metadata.r2.manifest_url) + else: + manifest_key = metadata.r2.manifest_key or "manifest.json" + data = self._read_location(metadata, manifest_key) + try: + manifest = json.loads(data.decode("utf-8")) + except json.JSONDecodeError as e: + raise ArtifactVerificationError("Artifact manifest was not valid JSON") from e + if not isinstance(manifest, dict): + raise ArtifactVerificationError("Artifact manifest must be a JSON object") + return manifest + + def _manifest_files(self, manifest: dict) -> list[dict]: + files = manifest.get("artifacts") or manifest.get("files") or [] + return [file_info for file_info in files if isinstance(file_info, dict)] + + def _read_artifact_file(self, metadata: ArtifactChainMetadata, file_info: dict) -> bytes: + url = file_info.get("url") + if url: + return self._read_url(url) + path = file_info.get("path") or file_info.get("key") + if not path: + raise ArtifactVerificationError("Artifact file is missing path") + return self._read_location(metadata, path) + + def _read_location(self, metadata: ArtifactChainMetadata, relative_path: str) -> bytes: + endpoint_url = metadata.r2.endpoint_url or "" + if endpoint_url.startswith("file://"): + root = Path(urlparse(endpoint_url).path) + path = root / metadata.r2.bucket / metadata.r2.path / relative_path + return path.read_bytes() + if endpoint_url.startswith(("http://", "https://")): + base = endpoint_url.rstrip("/") + url = f"{base}/{metadata.r2.bucket}/{metadata.r2.path.strip('/')}/{relative_path}" + return self._read_url(url) + path = Path(metadata.r2.bucket) / metadata.r2.path / relative_path + return path.read_bytes() + + def _read_url(self, url: str) -> bytes: + parsed = urlparse(url) + if parsed.scheme == "file": + return Path(parsed.path).read_bytes() + if parsed.scheme in ("http", "https"): + with urlopen(url, timeout=30) as response: + return response.read() + return Path(url).read_bytes() + + def _sha256(self, data: bytes) -> str: + return hashlib.sha256(data).hexdigest() + + def _normalize_hash(self, value: str) -> str: + return value.removeprefix("sha256:") diff --git a/gas/evaluation/miner_type_tracker.py b/gas/evaluation/miner_type_tracker.py index d4868655..7d7bebb2 100644 --- a/gas/evaluation/miner_type_tracker.py +++ b/gas/evaluation/miner_type_tracker.py @@ -80,8 +80,14 @@ async def update_miner_types(self, miner_uids: Optional[List[int]] = None, force continue miner_type_str = response.get("miner_type", "") or "" - if miner_type_str.lower() == "generator": - miner_type = MinerType.GENERATOR + try: + miner_type = MinerType(miner_type_str.upper()) + except ValueError: + if miner_type_str: + bt.logging.trace( + f"UID {uid}: unknown miner_type={miner_type_str!r}; " + "defaulting to discriminator" + ) if miner_type: old_type = self.miner_types.get(uid) diff --git a/gas/evaluation/rewards.py b/gas/evaluation/rewards.py index 629ec278..84f67bb7 100644 --- a/gas/evaluation/rewards.py +++ b/gas/evaluation/rewards.py @@ -1,6 +1,6 @@ import math import time -from typing import Dict, Optional +from typing import Dict, Iterable, Optional import bittensor as bt @@ -386,3 +386,202 @@ def get_generator_reward_multipliers( bt.logging.error(traceback.format_exc()) return rewards + + +def _clamp(value, min_value: float = 0.0, max_value: Optional[float] = None) -> float: + try: + value = float(value) + except (TypeError, ValueError): + value = min_value + if math.isnan(value): + value = min_value + value = max(min_value, value) + if max_value is not None: + value = min(max_value, value) + return value + + +def _get_artifact_rewards( + artifact_stats, + correctness_keys: tuple[str, ...], + default_correctness_key: str, + role_name: str, +) -> Dict[int, float]: + """ + Compute DPS artifact-mechanism rewards from verification stats. + + Expected stat fields per miner: + uid, accepted_work_units, correctness/quality rate, + availability_rate, timeliness_multiplier, novelty_multiplier, penalties + + Compatibility aliases are accepted so the DPS validator layer can feed this + function from existing verification summaries while full task pipelines are + being rolled out. + """ + rewards: Dict[int, float] = {} + if not artifact_stats: + return rewards + + if isinstance(artifact_stats, dict): + records = artifact_stats.values() + else: + records = artifact_stats + + for stats in records: + if not isinstance(stats, dict) or "uid" not in stats: + continue + + try: + uid = int(stats["uid"]) + except (TypeError, ValueError): + continue + + accepted_work_units = _clamp( + stats.get("accepted_work_units", stats.get("total_verified", 0)) + ) + correctness_value = stats.get(default_correctness_key) + for key in correctness_keys: + if correctness_value is not None: + break + correctness_value = stats.get(key) + correctness_rate = _clamp(correctness_value, max_value=1.0) + availability_rate = _clamp( + stats.get("availability_rate", 1.0 if accepted_work_units > 0 else 0.0), + max_value=1.0, + ) + timeliness_multiplier = _clamp( + stats.get("timeliness_multiplier", stats.get("timeliness", 1.0)) + ) + novelty_multiplier = _clamp( + stats.get("novelty_multiplier", stats.get("novelty", 1.0)) + ) + penalties = _clamp(stats.get("penalties", stats.get("penalty", 0.0))) + + score = ( + accepted_work_units + * correctness_rate + * availability_rate + * timeliness_multiplier + * novelty_multiplier + - penalties + ) + rewards[uid] = max(0.0, score) + + bt.logging.info(f"Computed {role_name} rewards for {len(rewards)} miners: {rewards}") + return rewards + + +def get_encoder_rewards(encoder_stats) -> Dict[int, float]: + """ + Compute DPS encoder rewards from deterministic verification stats. + + Formula: + accepted_work_units * deterministic_correctness_rate * + availability_rate * timeliness_multiplier * novelty_multiplier - penalties + """ + return _get_artifact_rewards( + encoder_stats, + correctness_keys=("correctness_rate", "pass_rate"), + default_correctness_key="deterministic_correctness_rate", + role_name="encoder", + ) + + +def get_captioner_rewards(captioner_stats) -> Dict[int, float]: + """ + Compute DPS captioner rewards for mechanism 1. + + Captioning is quality-verifiable rather than deterministic, so validators + should feed a semantic quality score once that pipeline is live. + """ + return _get_artifact_rewards( + captioner_stats, + correctness_keys=("semantic_quality_rate", "quality_score", "pass_rate"), + default_correctness_key="caption_quality_rate", + role_name="captioner", + ) + + +def artifact_stats_with_uids(role_stats, hotkeys): + records = artifact_stat_records(role_stats) + hotkey_to_uid = {hotkey: uid for uid, hotkey in enumerate(hotkeys)} + normalized_records = [] + for record in records: + if not isinstance(record, dict): + continue + record = dict(record) + if "uid" not in record: + hotkey = ( + record.get("hotkey") + or record.get("ss58_address") + or record.get("coldkey") + ) + if hotkey in hotkey_to_uid: + record["uid"] = hotkey_to_uid[hotkey] + if "uid" in record: + normalized_records.append(record) + return normalized_records + + +def artifact_stat_records(role_stats): + if not role_stats: + return [] + if not isinstance(role_stats, dict): + return role_stats + if any( + key in role_stats + for key in ( + "uid", + "hotkey", + "ss58_address", + "accepted_work_units", + "total_verified", + "pass_rate", + "quality_score", + ) + ): + return [role_stats] + + records = [] + for hotkey, stats in role_stats.items(): + if not isinstance(stats, dict): + continue + stats = dict(stats) + stats.setdefault("hotkey", hotkey) + records.append(stats) + return records + + +def normalize_rewards_to_weight_budget( + scores, + active_uids: Iterable[int], + special_uids: Iterable[int], + budget: float, +) -> tuple[object, float]: + """ + Normalize role scores into a fixed weight budget. + + Returns: + (weights, unallocated_budget). Unallocated budget is non-zero when there + are no active non-special UIDs with positive score. + """ + import numpy as np + + weights = np.zeros_like(scores, dtype=np.float32) + special_uids = set(special_uids) + active_uids = [ + int(uid) + for uid in active_uids + if 0 <= int(uid) < len(scores) and int(uid) not in special_uids + ] + + if not active_uids or budget <= 0: + return weights, max(0.0, float(budget)) + + role_scores = np.array([max(0.0, float(scores[uid])) for uid in active_uids]) + score_sum = float(np.sum(role_scores)) + if score_sum <= 0 or np.isnan(score_sum): + return weights, max(0.0, float(budget)) + + weights[active_uids] = role_scores / score_sum * float(budget) + return weights, 0.0 diff --git a/gas/protocol/__init__.py b/gas/protocol/__init__.py index cebe6b69..53117ba5 100644 --- a/gas/protocol/__init__.py +++ b/gas/protocol/__init__.py @@ -7,7 +7,9 @@ ) from .validator_requests import ( + build_artifact_task_payload, get_miner_type, + query_artifact_miner, query_generative_miner, ) @@ -15,4 +17,4 @@ image_to_bytes, video_to_bytes, media_to_bytes, -) \ No newline at end of file +) diff --git a/gas/protocol/validator_requests.py b/gas/protocol/validator_requests.py index c8ce6e15..18996966 100644 --- a/gas/protocol/validator_requests.py +++ b/gas/protocol/validator_requests.py @@ -7,7 +7,7 @@ from datetime import datetime, timedelta from gas.protocol.epistula import generate_header -from gas.types import Modality, MediaType +from gas.types import MinerType, Modality, MediaType async def get_miner_type( @@ -179,6 +179,111 @@ async def query_generative_miner( return response +def build_artifact_task_payload( + role: MinerType, + task_id: str, + r2_source: Dict[str, Any], + parameters: Optional[Dict[str, Any]] = None, +) -> Dict[str, Any]: + payload = { + "task_id": task_id, + "role": role.value, + "source": { + "type": "r2", + **{key: value for key, value in r2_source.items() if value is not None}, + }, + } + if "path" in payload["source"] and "prefix" not in payload["source"]: + payload["source"]["prefix"] = payload["source"]["path"] + if parameters: + payload["parameters"] = parameters + return payload + + +async def query_artifact_miner( + uid: int, + axon_info: bt.AxonInfo, + session: aiohttp.ClientSession, + hotkey: bt.Keypair, + role: MinerType, + task_id: str, + r2_source: Dict[str, Any], + parameters: Optional[Dict[str, Any]], + total_timeout: float, + connect_timeout: Optional[float] = None, + sock_connect_timeout: Optional[float] = None, +) -> Dict[str, Any]: + """ + Ask an encoder/captioner miner to pull a dataset shard from R2. + + Completion and quality are verified out-of-band and fed into the DPS + artifact reward stats; this request only assigns the work. + """ + response = { + "uid": uid, + "hotkey": axon_info.hotkey, + "status": 500, + "task_id": task_id, + "accepted": False, + "error": "", + } + + try: + base_url = f"http://{axon_info.ip}:{axon_info.port}" + url = f"{base_url}/artifact_task" + payload = build_artifact_task_payload( + role=role, + task_id=task_id, + r2_source=r2_source, + parameters=parameters, + ) + body_bytes = json.dumps(payload).encode("utf-8") + headers = { + "Content-Type": "application/json", + **generate_header(hotkey, body_bytes, axon_info.hotkey), + } + + async with session.post( + url, + headers=headers, + data=body_bytes, + timeout=aiohttp.ClientTimeout( + total=total_timeout, + connect=connect_timeout, + sock_connect=sock_connect_timeout, + ), + ) as res: + response["status"] = res.status + if res.status not in [200, 201, 202]: + response["error"] = f"HTTP {res.status} error: {await res.text()}" + return response + try: + data = await res.json() + if isinstance(data, dict): + response["task_id"] = data.get("task_id", task_id) + response["accepted"] = bool(data.get("accepted", True)) + else: + response["accepted"] = True + return response + except json.JSONDecodeError: + response["accepted"] = True + return response + + except asyncio.TimeoutError: + response["status"] = 408 + response["error"] = "Request timed out" + except aiohttp.ClientConnectorError as e: + response["status"] = 503 + response["error"] = f"Connection error: {str(e)}" + except aiohttp.ClientError as e: + response["status"] = 400 + response["error"] = f"Network error: {str(e)}" + except Exception as e: + response["error"] = f"Unknown error: {str(e)}" + + return response + + async def get_escrow_addresses( hotkey, base_url: str = "https://gas.bitmind.ai", diff --git a/gas/types.py b/gas/types.py index aa6aa7ca..42bb7d12 100644 --- a/gas/types.py +++ b/gas/types.py @@ -14,6 +14,8 @@ class NeuronType(Enum): class MinerType(Enum): DISCRIMINATOR = "DISCRIMINATOR" GENERATOR = "GENERATOR" + ENCODER = "ENCODER" + CAPTIONER = "CAPTIONER" class DiscriminatorType(Enum): @@ -210,16 +212,25 @@ def __post_init__(self): def to_compressed_str(self) -> str: """Convert to compressed string for chain storage""" + return json.dumps(self.to_dict(), separators=(",", ":")) + + def to_dict(self) -> dict: + """Convert to dictionary for registry storage""" data = { "key": self.key, "hash": self.hash, } - return json.dumps(data, separators=(",", ":")) + return data @classmethod def from_compressed_str(cls, compressed_str: str) -> "DiscriminatorModelId": """Create DiscriminatorModelId from compressed string""" data = json.loads(compressed_str) + return cls.from_dict(data) + + @classmethod + def from_dict(cls, data: dict) -> "DiscriminatorModelId": + """Create DiscriminatorModelId from dictionary""" return cls( key=data["key"], hash=data["hash"], @@ -261,6 +272,172 @@ def from_dict(cls, data: dict) -> "DiscriminatorModelMetadata": return cls(id=model_id, block=data["block"]) +@dataclass +class ArtifactR2Location: + """R2 location and scoped credentials for DPS artifact exchange.""" + + bucket: str + path: str + endpoint_url: Optional[str] = None + region: Optional[str] = "auto" + access_key_id: Optional[str] = None + secret_access_key: Optional[str] = None + session_token: Optional[str] = None + manifest_url: Optional[str] = None + manifest_key: Optional[str] = None + + def to_dict(self) -> dict: + data = { + "bucket": self.bucket, + "path": self.path, + "endpoint_url": self.endpoint_url, + "region": self.region, + "access_key_id": self.access_key_id, + "secret_access_key": self.secret_access_key, + "session_token": self.session_token, + "manifest_url": self.manifest_url, + "manifest_key": self.manifest_key, + } + return {key: value for key, value in data.items() if value is not None} + + @classmethod + def from_dict(cls, data: dict) -> "ArtifactR2Location": + return cls( + bucket=data["bucket"], + path=data.get("path") or data.get("prefix", ""), + endpoint_url=data.get("endpoint_url"), + region=data.get("region", "auto"), + access_key_id=data.get("access_key_id"), + secret_access_key=data.get("secret_access_key"), + session_token=data.get("session_token"), + manifest_url=data.get("manifest_url"), + manifest_key=data.get("manifest_key"), + ) + + +@dataclass +class ArtifactChainMetadata: + """DPS artifact metadata stored in a hotkey chain commitment.""" + + kind: str + role: MinerType + r2: ArtifactR2Location + version: int = 1 + task_id: Optional[str] = None + artifact_format: Optional[str] = None + artifact_hash: Optional[str] = None + + def to_dict(self) -> dict: + data = { + "v": self.version, + "kind": self.kind, + "role": self.role.value, + "r2": self.r2.to_dict(), + "task_id": self.task_id, + "artifact_format": self.artifact_format, + "artifact_hash": self.artifact_hash, + } + return {key: value for key, value in data.items() if value is not None} + + def registry_key(self) -> str: + task_part = self.task_id or "default" + return f"{self.kind}:{self.role.value}:{task_part}" + + def to_compressed_str(self) -> str: + return json.dumps(self.to_dict(), separators=(",", ":")) + + @classmethod + def from_compressed_str(cls, compressed_str: str) -> "ArtifactChainMetadata": + data = json.loads(compressed_str) + return cls.from_dict(data) + + @classmethod + def from_dict(cls, data: dict) -> "ArtifactChainMetadata": + if data.get("kind") not in ("dps_input", "dps_output"): + raise ValueError(f"Unsupported artifact metadata kind: {data.get('kind')}") + return cls( + version=int(data.get("v", 1)), + kind=data["kind"], + role=MinerType(data["role"]), + r2=ArtifactR2Location.from_dict(data["r2"]), + task_id=data.get("task_id"), + artifact_format=data.get("artifact_format"), + artifact_hash=data.get("artifact_hash"), + ) + + +@dataclass +class ChainMetadataRegistry: + """Single-commitment registry for multiple subnet metadata records.""" + + entries: Dict[str, dict] = field(default_factory=dict) + discriminator_model: Optional[DiscriminatorModelId] = None + version: int = 1 + + kind: str = "dps_registry" + + def to_compressed_str(self) -> str: + data = { + "v": self.version, + "kind": self.kind, + "entries": self.entries, + } + if self.discriminator_model is not None: + data["discriminator_model"] = self.discriminator_model.to_dict() + return json.dumps(data, separators=(",", ":")) + + def upsert_artifact(self, metadata: ArtifactChainMetadata): + self.entries[metadata.registry_key()] = metadata.to_dict() + + def get_artifacts( + self, + expected_kind: Optional[str] = None, + role: Optional[MinerType] = None, + task_id: Optional[str] = None, + ) -> List[ArtifactChainMetadata]: + artifacts = [] + for entry in self.entries.values(): + try: + artifact = ArtifactChainMetadata.from_dict(entry) + except Exception: + continue + if expected_kind and artifact.kind != expected_kind: + continue + if role and artifact.role != role: + continue + if task_id and artifact.task_id != task_id: + continue + artifacts.append(artifact) + return artifacts + + @classmethod + def from_compressed_str(cls, compressed_str: str) -> "ChainMetadataRegistry": + data = json.loads(compressed_str) + if data.get("kind") == "dps_registry": + discriminator_model = None + if data.get("discriminator_model"): + discriminator_model = DiscriminatorModelId.from_dict( + data["discriminator_model"] + ) + return cls( + version=int(data.get("v", 1)), + entries=data.get("entries", {}), + discriminator_model=discriminator_model, + ) + + registry = cls() + if data.get("kind") in ("dps_input", "dps_output"): + artifact = ArtifactChainMetadata.from_dict(data) + registry.upsert_artifact(artifact) + return registry + + if "key" in data and "hash" in data: + registry.discriminator_model = DiscriminatorModelId.from_dict(data) + return registry + + raise ValueError("Unsupported chain metadata payload") + + class ValidatorConfig(BaseModel): skip_weight_set: Optional[bool] = False set_weights_on_start: Optional[bool] = False diff --git a/gas/utils/chain_artifact_metadata_store.py b/gas/utils/chain_artifact_metadata_store.py new file mode 100644 index 00000000..6f466373 --- /dev/null +++ b/gas/utils/chain_artifact_metadata_store.py @@ -0,0 +1,86 @@ +import functools +from typing import List, Optional + +import bittensor as bt + +from gas.types import ArtifactChainMetadata, ChainMetadataRegistry, MinerType +from gas.utils import run_in_thread + + +class ChainArtifactMetadataStore: + """Stores and retrieves DPS artifact R2 metadata from chain commitments.""" + + def __init__(self, subtensor: bt.subtensor, netuid: int): + self.subtensor = subtensor + self.netuid = netuid + + async def store_artifact_metadata( + self, + wallet: bt.wallet, + metadata: ArtifactChainMetadata, + ttl: int = 60, + ): + registry = self.retrieve_registry_for_uid(self._wallet_uid(wallet), ttl=ttl) + registry.upsert_artifact(metadata) + data = registry.to_compressed_str() + commit_partial = functools.partial( + self.subtensor.commit, + wallet, + self.netuid, + data, + ) + return run_in_thread(commit_partial, ttl) + + def retrieve_registry_for_uid( + self, + uid: int, + ttl: int = 60, + ) -> ChainMetadataRegistry: + chain_str = run_in_thread( + functools.partial(self.subtensor.get_commitment, self.netuid, uid), + ttl, + ) + if not chain_str: + return ChainMetadataRegistry() + try: + return ChainMetadataRegistry.from_compressed_str(chain_str) + except Exception: + return ChainMetadataRegistry() + + async def retrieve_artifact_metadata( + self, + uid: int, + expected_kind: Optional[str] = None, + role: Optional[MinerType] = None, + task_id: Optional[str] = None, + ttl: int = 60, + ) -> Optional[ArtifactChainMetadata]: + artifacts = await self.retrieve_artifact_metadata_list( + uid=uid, + expected_kind=expected_kind, + role=role, + task_id=task_id, + ttl=ttl, + ) + return artifacts[-1] if artifacts else None + + async def retrieve_artifact_metadata_list( + self, + uid: int, + expected_kind: Optional[str] = None, + role: Optional[MinerType] = None, + task_id: Optional[str] = None, + ttl: int = 60, + ) -> List[ArtifactChainMetadata]: + registry = self.retrieve_registry_for_uid(uid, ttl=ttl) + return registry.get_artifacts( + expected_kind=expected_kind, + role=role, + task_id=task_id, + ) + + def _wallet_uid(self, wallet: bt.wallet) -> int: + return self.subtensor.get_uid_for_hotkey_on_subnet( + wallet.hotkey.ss58_address, + self.netuid, + ) diff --git a/gas/utils/chain_model_metadata_store.py b/gas/utils/chain_model_metadata_store.py index 37d63ab8..23a4f0fe 100644 --- a/gas/utils/chain_model_metadata_store.py +++ b/gas/utils/chain_model_metadata_store.py @@ -3,7 +3,11 @@ import bittensor as bt -from gas.types import DiscriminatorModelId as ModelId, DiscriminatorModelMetadata as ModelMetadata +from gas.types import ( + ChainMetadataRegistry, + DiscriminatorModelId as ModelId, + DiscriminatorModelMetadata as ModelMetadata, +) from gas.utils import run_in_thread @@ -27,7 +31,20 @@ async def store_model_metadata( ttl: int = 60, ): """Stores model metadata on this subnet for a specific wallet.""" - data = model_id.to_compressed_str() + uid = self.subtensor.get_uid_for_hotkey_on_subnet( + wallet.hotkey.ss58_address, + self.netuid, + ) + chain_str = run_in_thread( + functools.partial(self.subtensor.get_commitment, self.netuid, uid), + ttl, + ) + try: + registry = ChainMetadataRegistry.from_compressed_str(chain_str) + except Exception: + registry = ChainMetadataRegistry() + registry.discriminator_model = model_id + data = registry.to_compressed_str() commit_partial = functools.partial( self.subtensor.commit, @@ -63,10 +80,12 @@ async def retrieve_model_metadata( chain_str = run_in_thread(commitment_partial, ttl) - model_id = None bt.logging.info(f"chain_str: {chain_str}") try: - model_id = ModelId.from_compressed_str(chain_str) + registry = ChainMetadataRegistry.from_compressed_str(chain_str) + model_id = registry.discriminator_model + if model_id is None: + model_id = ModelId.from_compressed_str(chain_str) except: bt.logging.trace( f"Failed to parse the metadata on the chain for hotkey {hotkey}." diff --git a/gas/utils/metagraph.py b/gas/utils/metagraph.py index 360ef7ca..ef81bab5 100644 --- a/gas/utils/metagraph.py +++ b/gas/utils/metagraph.py @@ -34,6 +34,7 @@ def set_weights( metagraph: "bt.metagraph", subtensor: "bt.subtensor", weights: Tuple[List[int], List[float]], + mechid: int = 0, ): uids, raw_weights = weights if not len(uids): @@ -52,24 +53,50 @@ def set_weights( metagraph=metagraph, ) - #bt.logging.info("Setting Weights: " + str(processed_weights)) - #bt.logging.info("Weight Uids: " + str(processed_weight_uids)) + def _success_and_message(response): + if isinstance(response, tuple): + return response + if hasattr(response, "success"): + return bool(response.success), getattr(response, "message", "") + return bool(response), "" + for _ in range(3): - result, message = subtensor.set_weights( - wallet=wallet, - netuid=netuid, - uids=processed_weight_uids, # type: ignore - weights=processed_weights, - wait_for_finalization=False, - wait_for_inclusion=False, - version_key=version, - max_retries=1, - ) + kwargs = { + "wallet": wallet, + "netuid": netuid, + "uids": processed_weight_uids, # type: ignore + "weights": processed_weights, + "wait_for_finalization": False, + "wait_for_inclusion": False, + "version_key": version, + } + try: + response = subtensor.set_weights( + **kwargs, + mechid=mechid, + max_attempts=1, + ) + except TypeError as e: + if "mechid" not in str(e) and "max_attempts" not in str(e): + raise + if mechid != 0 and "mechid" in str(e): + raise RuntimeError( + "This Bittensor SDK does not support mechanism-specific " + "set_weights; upgrade before enabling mechanism 1." + ) from e + response = subtensor.set_weights( + **kwargs, + max_retries=1, + ) + + result, message = _success_and_message(response) if result is True: - bt.logging.success("set_weights on chain successfully!") + bt.logging.success( + f"set_weights on chain successfully for mechanism {mechid}!" + ) break else: - bt.logging.error(f"set_weights failed {message}") + bt.logging.error(f"set_weights failed for mechanism {mechid}: {message}") time.sleep(15) return set_weights @@ -139,4 +166,3 @@ def stop(self): self.running = False if self.task: self.task.cancel() - diff --git a/gen_miner.config.js b/gen_miner.config.js index 2b033486..d510c6e2 100644 --- a/gen_miner.config.js +++ b/gen_miner.config.js @@ -27,8 +27,10 @@ function getAutoUpdateParam(autoUpdate) { return autoUpdate === 'true' ? '' : '--autoupdate-off'; } -// Dynamically load environment variables from .env.gen_miner -const envPath = path.resolve(__dirname, '.env.gen_miner'); +// Dynamically load environment variables. Use MINER_ENV_FILE=.env.encoder_miner +// for DPS encoder/captioner artifact miners. +const envFile = process.env.MINER_ENV_FILE || '.env.gen_miner'; +const envPath = path.resolve(__dirname, envFile); const envConfig = require('dotenv').config({ path: envPath }); const envFileVars = envConfig.parsed || {}; @@ -85,8 +87,8 @@ const HF_HOME_RESOLVED = process.env.HF_HOME || process.env.HUGGINGFACE_CACHE_DIR || path.join(os.homedir(), '.cache', 'huggingface'); -// Build dynamic environment from .env.gen_miner file -// Adding new API keys to .env.gen_miner makes them available +// Build dynamic environment from the selected miner env file. +// Adding new API keys to that file makes them available // to the miner without needing to modify this config file const DYNAMIC_ENV = { HF_HOME: HF_HOME_RESOLVED, @@ -146,4 +148,3 @@ const apps = [ module.exports = { apps, }; - diff --git a/neurons/generator/miner.py b/neurons/generator/miner.py index dc4be70f..5c5224dd 100644 --- a/neurons/generator/miner.py +++ b/neurons/generator/miner.py @@ -1,7 +1,10 @@ import asyncio import inspect +import json import os import requests +import shlex +import subprocess import sys import time import traceback @@ -18,8 +21,9 @@ from dotenv import load_dotenv from gas.protocol.epistula import get_verifier -from gas.types import NeuronType, MinerType +from gas.types import ArtifactChainMetadata, ArtifactR2Location, NeuronType, MinerType from gas.utils import print_info +from gas.utils.chain_artifact_metadata_store import ChainArtifactMetadataStore from gas.verification import detect_media_format from neurons.base import BaseNeuron from neurons.generator.task_manager import TaskManager, GenerationTask, TaskStatus @@ -44,6 +48,13 @@ def init(self): max_task_age_hours = getattr(self.config.miner, "max_task_age_hours", 24) self.task_manager = TaskManager(max_task_age_hours=max_task_age_hours) self.service_registry = ServiceRegistry(self.config) + self.miner_type = MinerType( + getattr(self.config.miner, "type", MinerType.GENERATOR.value).upper() + ) + self.artifact_metadata_store = ChainArtifactMetadataStore( + self.subtensor, + self.config.netuid, + ) self.external_ip = self.config.axon.external_ip or self.config.axon.ip if not self.external_ip: @@ -500,7 +511,7 @@ async def get_miner_info(self, request: Request): { "uid": self.uid, "hotkey": self.wallet.hotkey.ss58_address, - "miner_type": MinerType.GENERATOR.value, + "miner_type": self.miner_type.value, "services": services, "task_stats": task_stats, "config": { @@ -520,6 +531,172 @@ async def get_miner_info(self, request: Request): } ) + async def artifact_task(self, request: Request): + """Accept a DPS encoder/captioner artifact assignment.""" + try: + body = await request.json() + task_id = body.get("task_id") + role = MinerType((body.get("role") or "").upper()) + source = body.get("source") or {} + signed_by = request.headers.get("Epistula-Signed-By") + + if role != self.miner_type: + return self._error_response( + f"Miner role {self.miner_type.value} cannot accept {role.value} tasks", + 409, + ) + if not task_id: + return self._error_response("Missing required field: task_id", 400) + if source.get("type") != "r2": + source = await self._source_from_validator_commitment(signed_by, role) + if source.get("type") != "r2": + return self._error_response("Artifact source must be type=r2", 400) + + processor_result = self._run_artifact_processor(task_id, role, source) + output_metadata = self._build_output_metadata( + task_id=task_id, + role=role, + processor_result=processor_result, + ) + await self.artifact_metadata_store.store_artifact_metadata( + self.wallet, + output_metadata, + ) + bt.logging.info( + f"Published DPS {role.value.lower()} output metadata for task {task_id}" + ) + return self._success_response( + { + "accepted": True, + "task_id": task_id, + "role": role.value, + "output": output_metadata.r2.to_dict(), + }, + 202, + ) + except ValueError as e: + return self._error_response(str(e), 400) + except Exception as e: + bt.logging.error(f"Error handling artifact task: {e}") + bt.logging.error(traceback.format_exc()) + return self._error_response(str(e), 500) + + def _run_artifact_processor(self, task_id: str, role: MinerType, source: Dict[str, Any]): + command = getattr(self.config.dps_artifact, "processor_command", None) + if not command: + bt.logging.warning( + "No DPS artifact processor command configured; publishing output metadata only" + ) + return {} + + env = os.environ.copy() + env.update( + { + "DPS_TASK_ID": task_id, + "DPS_ROLE": role.value, + "DPS_SOURCE_BUCKET": source.get("bucket", ""), + "DPS_SOURCE_PATH": source.get("path") or source.get("prefix", ""), + "DPS_SOURCE_MANIFEST_URL": source.get("manifest_url", ""), + "DPS_SOURCE_MANIFEST_KEY": source.get("manifest_key", ""), + "DPS_SOURCE_ENDPOINT_URL": source.get("endpoint_url", ""), + "DPS_SOURCE_ACCESS_KEY_ID": source.get("access_key_id", ""), + "DPS_SOURCE_SECRET_ACCESS_KEY": source.get("secret_access_key", ""), + "DPS_OUTPUT_BUCKET": getattr(self.config.dps_artifact, "output_r2_bucket", "") or "", + "DPS_OUTPUT_PREFIX": self._output_prefix(task_id), + "DPS_OUTPUT_ENDPOINT_URL": getattr( + self.config.dps_artifact, "output_r2_endpoint_url", "" + ) or "", + } + ) + result = subprocess.run( + shlex.split(command), + env=env, + capture_output=True, + text=True, + check=False, + ) + if result.returncode != 0: + raise RuntimeError( + f"Artifact processor failed with code {result.returncode}: {result.stderr}" + ) + try: + payload = json.loads(result.stdout) if result.stdout.strip() else {} + return payload if isinstance(payload, dict) else {} + except json.JSONDecodeError: + return {} + + async def _source_from_validator_commitment( + self, + validator_hotkey: Optional[str], + role: MinerType, + ): + if not validator_hotkey or validator_hotkey not in self.metagraph.hotkeys: + return {} + validator_uid = self.metagraph.hotkeys.index(validator_hotkey) + metadata = await self.artifact_metadata_store.retrieve_artifact_metadata( + uid=validator_uid, + expected_kind="dps_input", + role=role, + ) + if metadata is None: + metadata = await self.artifact_metadata_store.retrieve_artifact_metadata( + uid=validator_uid, + expected_kind="dps_input", + ) + if metadata is None: + return {} + source = metadata.r2.to_dict() + source["type"] = "r2" + if "path" in source and "prefix" not in source: + source["prefix"] = source["path"] + return source + + def _build_output_metadata( + self, + task_id: str, + role: MinerType, + processor_result: Optional[Dict[str, Any]] = None, + ): + artifact_config = self.config.dps_artifact + processor_result = processor_result or {} + bucket = getattr(artifact_config, "output_r2_bucket", None) + if not bucket: + raise ValueError("--dps-artifact.output-r2-bucket is required") + + return ArtifactChainMetadata( + kind="dps_output", + role=role, + task_id=task_id, + artifact_format=getattr(artifact_config, "output_format", "npz"), + artifact_hash=processor_result.get("artifact_hash"), + r2=ArtifactR2Location( + bucket=bucket, + path=processor_result.get("path") or self._output_prefix(task_id), + endpoint_url=getattr(artifact_config, "output_r2_endpoint_url", None), + access_key_id=getattr( + artifact_config, "output_r2_read_access_key_id", None + ), + secret_access_key=getattr( + artifact_config, "output_r2_read_secret_access_key", None + ), + session_token=getattr( + artifact_config, "output_r2_read_session_token", None + ), + manifest_url=( + processor_result.get("manifest_url") + or getattr(artifact_config, "output_r2_manifest_url", None) + ), + manifest_key=( + processor_result.get("manifest_key") + or getattr(artifact_config, "output_r2_manifest_key", None) + ), + ), + ) + + def _output_prefix(self, task_id: str): + base = getattr(self.config.dps_artifact, "output_r2_prefix", "dps-artifacts/") + return f"{base.rstrip('/')}/{task_id}/" + async def get_health_check(self, request: Request): """Health check endpoint.""" try: @@ -674,6 +851,12 @@ def _create_fastapi_app(self) -> FastAPI: dependencies=[Depends(verifier)], methods=["POST"], ) + router.add_api_route( + "/artifact_task", + self.artifact_task, + dependencies=[Depends(verifier)], + methods=["POST"], + ) app.include_router(router) return app diff --git a/neurons/validator/validator.py b/neurons/validator/validator.py index a19d7a89..acbab5fd 100644 --- a/neurons/validator/validator.py +++ b/neurons/validator/validator.py @@ -29,10 +29,15 @@ from gas.utils.wandb_utils import init_wandb, clean_wandb_cache from neurons.base import BaseNeuron from gas.evaluation import ( + ArtifactTaskManager, GenerativeChallengeManager, MinerTypeTracker, + artifact_stats_with_uids, + get_captioner_rewards, + get_encoder_rewards, get_generator_base_rewards, get_generator_reward_multipliers, + normalize_rewards_to_weight_budget, ) try: @@ -79,7 +84,11 @@ def init(self): ## Typesafety self.set_weights_fn = create_set_weights(spec_version, self.config.netuid) self.scores = np.zeros(self.metagraph.n, dtype=np.float32) - bt.logging.info(f"Initialized scores vector for {len(self.scores)} miners") + self.encoder_scores = np.zeros(self.metagraph.n, dtype=np.float32) + self.captioner_scores = np.zeros(self.metagraph.n, dtype=np.float32) + bt.logging.info( + f"Initialized score vectors for {len(self.scores)} miners" + ) if not self.config.wandb_off: wandb_dir = self.config.neuron.full_path @@ -99,6 +108,8 @@ def init(self): [ self.log_on_block, self.issue_generator_challenge, + self.issue_artifact_tasks, + self.validate_artifact_outputs, self.set_weights, ] ) @@ -134,8 +145,16 @@ async def run(self): self.subtensor, self.miner_type_tracker, ) + self.artifact_task_manager = ArtifactTaskManager( + self.config, + self.wallet, + self.metagraph, + self.subtensor, + self.miner_type_tracker, + ) await self.load_state() + await self.artifact_task_manager.publish_input_metadata() dataset_counts = self.content_manager.get_dataset_media_counts() total_dataset_media = sum(dataset_counts.values()) @@ -172,13 +191,30 @@ async def issue_generator_challenge(self, block): await self.generative_challenge_manager.issue_generative_challenge() await self.save_state() + @on_block_interval("dps_artifact_task_interval") + async def issue_artifact_tasks(self, block): + """Assign encoder/captioner miners R2 artifact data to pull.""" + if not hasattr(self, "artifact_task_manager"): + return + await self.artifact_task_manager.issue_artifact_tasks(block) + + @on_block_interval("dps_artifact_task_interval") + async def validate_artifact_outputs(self, block): + """Read miner artifact commitments and refresh mechanism-1 reward stats.""" + if not hasattr(self, "artifact_task_manager"): + return + await self.artifact_task_manager.validate_miner_outputs() + @on_block_interval("epoch_length") async def set_weights(self, block): """ Query orchestrator for results, computes rewards, updates scores, set weights """ bt.logging.info(f"Updating scores at block {block}") - generator_uids = await self.update_scores() + active_role_uids = await self.update_scores() + generator_uids = active_role_uids.get(MinerType.GENERATOR, []) + encoder_uids = active_role_uids.get(MinerType.ENCODER, []) + captioner_uids = active_role_uids.get(MinerType.CAPTIONER, []) if generator_uids is None: generator_uids = [] @@ -196,6 +232,7 @@ async def set_weights(self, block): config=self.config, network=self.config.subtensor.chain_endpoint ) uids = list(range(self.metagraph.n)) + self._extend_score_vectors(len(uids) - 1) if np.isnan(self.scores).any(): bt.logging.warning( @@ -203,7 +240,7 @@ async def set_weights(self, block): "responses from miners, or a bug in your reward functions." ) - # Weight budget (must sum to 1.0) + # Mechanism 0: existing SN34 generator/discriminator economics. burn_pct = .6 video_pct = .2 image_pct = .0 @@ -233,24 +270,14 @@ async def set_weights(self, block): special_uids = {burn_uid, image_escrow_uid, video_escrow_uid, audio_escrow_uid} - # Compute norm excluding specials - norm = np.ones_like(self.scores) - active_uids = [uid for uid in generator_uids if uid not in special_uids] - if active_uids: - norm[active_uids] = np.linalg.norm(self.scores[active_uids], ord=1) - - if np.any(norm == 0) or np.isnan(norm).any(): - norm = np.ones_like(norm) - - normed_weights = self.scores / norm - - active_uids_set = set(active_uids) - for uid in range(len(normed_weights)): - if uid not in special_uids and uid not in active_uids_set: - normed_weights[uid] = 0.0 - - active_mask = np.array([uid in active_uids_set for uid in range(len(normed_weights))]) - normed_weights[active_mask] *= generator_pct + generator_weights, generator_unallocated = normalize_rewards_to_weight_budget( + self.scores, + generator_uids, + special_uids, + generator_pct, + ) + normed_weights = generator_weights + burn_pct += generator_unallocated normed_weights[burn_uid] = burn_pct normed_weights[video_escrow_uid] = video_pct @@ -260,12 +287,36 @@ async def set_weights(self, block): # Verify allocations total_weight = np.sum(normed_weights) actual_burn_rate = normed_weights[burn_uid] / total_weight if total_weight > 0 else 0 - bt.logging.info(f"Total weight sum: {total_weight:.4f}, Actual burn rate: {actual_burn_rate:.4f} (target: {burn_pct})") + bt.logging.info( + f"Total weight sum: {total_weight:.4f}, " + f"Actual burn rate: {actual_burn_rate:.4f} (target: {burn_pct}), " + f"generator budget: {generator_pct - generator_unallocated:.4f}" + ) self.set_weights_fn( - self.wallet, self.metagraph, self.subtensor, (uids, normed_weights) + self.wallet, self.metagraph, self.subtensor, (uids, normed_weights), mechid=0 ) + if getattr(self.config, "enable_dps_artifact_mechanism", False): + artifact_weights = self._build_artifact_mechanism_weights( + encoder_uids=encoder_uids, + captioner_uids=captioner_uids, + burn_uid=burn_uid, + special_uids=special_uids, + ) + artifact_total = np.sum(artifact_weights) + bt.logging.info( + f"Setting DPS artifact mechanism weights with total sum " + f"{artifact_total:.4f}" + ) + self.set_weights_fn( + self.wallet, + self.metagraph, + self.subtensor, + (uids, artifact_weights), + mechid=getattr(self.config, "dps_artifact_mechanism_id", 1), + ) + except Exception as e: bt.logging.error(f"Error in set_weights_on_interval: {e}") bt.logging.error(traceback.format_exc()) @@ -315,6 +366,11 @@ async def update_scores(self): for uid in all_generator_uids } + # Alpha for role score EMAs - higher = faster decay, less reward persistence. + alpha = 0.5 + if hasattr(self, "miner_type_tracker") and self.miner_type_tracker: + await self.miner_type_tracker.update_miner_types() + if len(rewards) == 0: if not generator_base_rewards: bt.logging.info( @@ -324,17 +380,23 @@ async def update_scores(self): bt.logging.trace( "No generator rewards: no base rewards or multipliers available." ) - return - - extend_scores = max(list(rewards.keys())) - len(self.scores) + 1 - if extend_scores > 0: - self.scores = np.append(self.scores, np.zeros(extend_scores)) + artifact_rewards = self._update_artifact_scores(alpha) + return { + MinerType.GENERATOR: [], + MinerType.ENCODER: self._active_encoder_uids( + artifact_rewards[MinerType.ENCODER] + ), + MinerType.CAPTIONER: self._active_captioner_uids( + artifact_rewards[MinerType.CAPTIONER] + ), + } + + max_reward_uid = max(list(rewards.keys()) + [-1]) + self._extend_score_vectors(max(max_reward_uid, self._metagraph_uid_count() - 1)) reward_arr = np.array([rewards.get(i, 0) for i in range(len(self.scores))]) - # Alpha for generator score EMA - higher = faster decay, less reward persistence # 0.5 = 50% new rewards, 50% historical (aggressive decay for inactive miners) - alpha = 0.5 self.scores = alpha * reward_arr + (1 - alpha) * self.scores # Hard cutoff: zero out scores for generators not active within liveness window @@ -361,7 +423,187 @@ async def update_scores(self): else: bt.logging.warning("Failed to mark media as rewarded") - return list(all_generator_uids) + artifact_rewards = self._update_artifact_scores(alpha) + encoder_rewards = artifact_rewards[MinerType.ENCODER] + captioner_rewards = artifact_rewards[MinerType.CAPTIONER] + + return { + MinerType.GENERATOR: list(all_generator_uids), + MinerType.ENCODER: self._active_encoder_uids(encoder_rewards), + MinerType.CAPTIONER: self._active_captioner_uids(captioner_rewards), + } + + def _update_artifact_scores(self, alpha: float): + artifact_stats = self._load_artifact_reward_stats() + hotkeys = getattr(self.metagraph, "hotkeys", []) + encoder_stats = artifact_stats_with_uids( + self._select_artifact_role_stats(artifact_stats, "encoder"), + hotkeys, + ) + captioner_stats = artifact_stats_with_uids( + self._select_artifact_role_stats(artifact_stats, "captioner"), + hotkeys, + ) + encoder_rewards = get_encoder_rewards( + encoder_stats + ) + captioner_rewards = get_captioner_rewards( + captioner_stats + ) + + if not encoder_rewards: + encoder_rewards = {} + if not captioner_rewards: + captioner_rewards = {} + + max_uid = max( + list(encoder_rewards.keys()) + list(captioner_rewards.keys()) + [-1] + ) + self._extend_score_vectors(max(max_uid, self._metagraph_uid_count() - 1)) + + if encoder_rewards: + encoder_reward_arr = np.array( + [encoder_rewards.get(i, 0) for i in range(len(self.encoder_scores))] + ) + self.encoder_scores = alpha * encoder_reward_arr + (1 - alpha) * self.encoder_scores + bt.logging.info( + f"Updated encoder scores for {len(encoder_rewards)} miners with EMA (alpha={alpha})" + ) + + if captioner_rewards: + captioner_reward_arr = np.array( + [captioner_rewards.get(i, 0) for i in range(len(self.captioner_scores))] + ) + self.captioner_scores = alpha * captioner_reward_arr + (1 - alpha) * self.captioner_scores + bt.logging.info( + f"Updated captioner scores for {len(captioner_rewards)} miners with EMA (alpha={alpha})" + ) + + return { + MinerType.ENCODER: encoder_rewards, + MinerType.CAPTIONER: captioner_rewards, + } + + def _extend_score_vectors(self, max_uid: int): + target_len = max_uid + 1 + if target_len <= 0: + return + self.scores = self._extend_score_vector(self.scores, target_len) + self.encoder_scores = self._extend_score_vector( + self.encoder_scores, target_len + ) + self.captioner_scores = self._extend_score_vector( + self.captioner_scores, target_len + ) + + def _extend_score_vector(self, scores, target_len: int): + extend_scores = target_len - len(scores) + if extend_scores <= 0: + return scores + return np.append(scores, np.zeros(extend_scores)) + + def _metagraph_uid_count(self) -> int: + n = getattr(self.metagraph, "n", 0) + if hasattr(n, "item"): + n = n.item() + return int(n) + + def _load_artifact_reward_stats(self): + rewards_path = getattr(self.config, "dps_artifact_rewards_path", None) + if not rewards_path: + if hasattr(self, "artifact_task_manager"): + return getattr(self.artifact_task_manager, "latest_reward_stats", {}) + return {} + + try: + with open(rewards_path, "r", encoding="utf-8") as f: + payload = json.load(f) + return payload + except FileNotFoundError: + bt.logging.warning( + f"DPS artifact rewards file not found: {rewards_path}" + ) + except Exception as e: + bt.logging.error(f"Error loading DPS artifact rewards from {rewards_path}: {e}") + bt.logging.error(traceback.format_exc()) + return {} + + def _select_artifact_role_stats(self, artifact_stats, role: str): + if not isinstance(artifact_stats, dict): + return artifact_stats if role == "encoder" else {} + + role_keys = ( + f"{role}_stats", + f"{role}_rewards", + role, + ) + for key in role_keys: + if key in artifact_stats: + return artifact_stats[key] + + # Backward compatibility with the first encoder-only handoff format. + if role == "encoder" and any( + key in artifact_stats for key in ("uid", "total_verified", "pass_rate") + ): + return [artifact_stats] + if role == "encoder": + return artifact_stats + return {} + + def _active_encoder_uids(self, rewards=None): + return self._active_artifact_uids(MinerType.ENCODER, rewards) + + def _active_captioner_uids(self, rewards=None): + return self._active_artifact_uids(MinerType.CAPTIONER, rewards) + + def _active_artifact_uids(self, miner_type: MinerType, rewards=None): + tracker_uids = set() + if hasattr(self, "miner_type_tracker") and self.miner_type_tracker: + tracker_uids = set( + self.miner_type_tracker.get_miners_by_type(miner_type) + ) + reward_uids = set(rewards.keys()) if rewards else set() + return sorted(tracker_uids | reward_uids) + + def _build_artifact_mechanism_weights( + self, + encoder_uids, + captioner_uids, + burn_uid: int, + special_uids, + ): + artifact_config = getattr(self.config, "dps_artifact", None) + encoder_budget = float(getattr(artifact_config, "encoder_weight", 0.8)) + captioner_budget = float(getattr(artifact_config, "captioner_weight", 0.2)) + budget_total = encoder_budget + captioner_budget + if budget_total <= 0: + encoder_budget = 1.0 + captioner_budget = 0.0 + budget_total = 1.0 + encoder_budget /= budget_total + captioner_budget /= budget_total + + encoder_weights, encoder_unallocated = normalize_rewards_to_weight_budget( + self.encoder_scores, + encoder_uids, + special_uids, + encoder_budget, + ) + captioner_weights, captioner_unallocated = normalize_rewards_to_weight_budget( + self.captioner_scores, + captioner_uids, + special_uids, + captioner_budget, + ) + artifact_weights = encoder_weights + captioner_weights + artifact_weights[burn_uid] = encoder_unallocated + captioner_unallocated + bt.logging.info( + "DPS artifact mechanism budget: " + f"encoder={encoder_budget - encoder_unallocated:.4f}, " + f"captioner={captioner_budget - captioner_unallocated:.4f}, " + f"burn fallback={artifact_weights[burn_uid]:.4f}" + ) + return artifact_weights async def log_on_block(self, block): """ @@ -389,7 +631,11 @@ async def save_state(self): async with self._state_lock: bt.logging.debug("save_state() acquired state lock") try: - state_data = {"scores.npy": self.scores} + state_data = { + "scores.npy": self.scores, + "encoder_scores.npy": self.encoder_scores, + "captioner_scores.npy": self.captioner_scores, + } state_objects = [ (self.generative_challenge_manager, "challenge_tasks.pkl") ] @@ -415,7 +661,11 @@ async def load_state(self): Load validator state, falling back to backup if needed. """ try: - state_data_keys = ["scores.npy"] + state_data_keys = [ + "scores.npy", + "encoder_scores.npy", + "captioner_scores.npy", + ] state_objects = [ (self.generative_challenge_manager, "challenge_tasks.pkl") ] @@ -429,7 +679,21 @@ async def load_state(self): if loaded_state is not None and "scores.npy" in loaded_state: self.scores = loaded_state["scores.npy"] + if "encoder_scores.npy" in loaded_state: + self.encoder_scores = loaded_state["encoder_scores.npy"] + else: + self.encoder_scores = np.zeros_like(self.scores) + if "captioner_scores.npy" in loaded_state: + self.captioner_scores = loaded_state["captioner_scores.npy"] + else: + self.captioner_scores = np.zeros_like(self.scores) bt.logging.info(f"Loaded scores vector for {len(self.scores)} miners") + bt.logging.info( + f"Loaded encoder scores vector for {len(self.encoder_scores)} miners" + ) + bt.logging.info( + f"Loaded captioner scores vector for {len(self.captioner_scores)} miners" + ) return True else: bt.logging.warning("No valid state found") diff --git a/pyproject.toml b/pyproject.toml index a3b77bbb..51efbf90 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,5 +1,5 @@ [build-system] -requires = ["setuptools>=69.0", "wheel", "pip>=21.0"] +requires = ["setuptools>=78.1.1", "wheel", "pip>=21.0"] build-backend = "setuptools.build_meta" [project] @@ -8,51 +8,52 @@ dynamic = ["version"] description = "SN34 on bittensor" authors = [{ name = "GAS", email = "intern@bitmind.ai" }] readme = "README.md" -requires-python = ">=3.10" +requires-python = ">=3.10,<3.13" license = { text = "" } urls = { homepage = "http://bitmind.ai" } dependencies = [ - "bittensor==9.9.0", - "bittensor-cli==9.13.1", - "pillow==10.4.0", + "bittensor==10.3.1", + "bittensor-cli==9.21.1", + "pillow==12.2.0", "substrate-interface==1.7.11", "numpy==2.0.1", "pandas==2.3.0", - "torch==2.7.1", - "torchvision==0.22.1", + "torch==2.11.0", + "torchvision==0.26.0", #"flash-attn>=2.7.0", "asyncpg==0.30.0", - "httpcore==1.0.7", + "httpcore==1.0.9", "httpx==0.28.1", "pyarrow==19.0.1", "ffmpeg-python==0.2.0", "imageio-ffmpeg==0.6.0", "bitsandbytes==0.45.4", - "black==25.1.0", + "black==26.3.1", "pre-commit==4.2.0", - "diffusers==0.36.0", - "transformers==4.57.6", # >=4.57 required for Qwen3-VL support + "diffusers==0.38.0", + "transformers==5.8.0", # >=4.57 required for Qwen3-VL support "qwen-vl-utils>=0.0.14", "scikit-learn==1.7.1", "av==14.2.0", "opencv-python==4.11.0.86", "wandb==0.19.9", - "uvicorn==0.27.1", + "uvicorn==0.46.0", "httptools>=0.6.0", - "python-multipart==0.0.22", + "fastapi==0.136.1", + "python-multipart==0.0.27", "peft==0.17.0", "aiohttp>=3.10.2", - "onnx==1.18.0", + "onnx==1.21.0", "sympy==1.14.0", "coloredlogs==15.0.1", "flatbuffers==25.2.10", "humanfriendly==10.0", - "hf_xet==1.1.7", + "hf_xet>=1.3.0", "nest-asyncio==1.6.0", - "python-dotenv==1.0.1", + "python-dotenv==1.2.2", "accelerate==1.8.1", - "selenium==4.34.0", + "selenium==4.43.0", "stamina==25.1.0", "click>=8.0.0", "datasets==4.0.0", @@ -63,6 +64,15 @@ dependencies = [ "imagehash>=4.3.1", "c2pa-python>=0.29.0", "runwayml>=4.13.0", + "cryptography>=46.0.7", + "ecdsa>=0.19.2", + "gitpython>=3.1.50", + "h11>=0.16.0", + "protobuf>=5.29.6", + "pygments>=2.20.0", + "pytest>=9.0.3", + "setuptools>=78.1.1", + "urllib3==2.7.0", ] [project.scripts] @@ -79,4 +89,3 @@ packages = { find = { where = [ [tool.setuptools.dynamic] version = { file = "VERSION" } - diff --git a/tests/test_encoder_incentives.py b/tests/test_encoder_incentives.py new file mode 100644 index 00000000..dc67d3aa --- /dev/null +++ b/tests/test_encoder_incentives.py @@ -0,0 +1,289 @@ +import unittest +import json +import os +import tempfile +from contextlib import redirect_stdout +from io import StringIO +from pathlib import Path + +import numpy as np + +from gas.artifacts.processor import main as artifact_processor_main +from gas.evaluation.artifact_verifier import ArtifactVerifier +from gas.evaluation.rewards import ( + artifact_stats_with_uids, + get_captioner_rewards, + get_encoder_rewards, + normalize_rewards_to_weight_budget, +) +from gas.protocol.validator_requests import build_artifact_task_payload +from gas.types import ( + ArtifactChainMetadata, + ArtifactR2Location, + ChainMetadataRegistry, + DiscriminatorModelId, + MinerType, +) + + +class EncoderIncentiveTest(unittest.TestCase): + def test_encoder_miner_type_exists(self): + self.assertEqual(MinerType.ENCODER.value, "ENCODER") + self.assertEqual(MinerType.CAPTIONER.value, "CAPTIONER") + + def test_encoder_rewards_use_dps_formula(self): + rewards = get_encoder_rewards( + [ + { + "uid": 2, + "accepted_work_units": 10, + "deterministic_correctness_rate": 0.9, + "availability_rate": 0.8, + "timeliness_multiplier": 1.1, + "novelty_multiplier": 1.2, + "penalties": 1.0, + }, + { + "uid": 3, + "accepted_work_units": 5, + "deterministic_correctness_rate": 0.2, + "availability_rate": 0.5, + "penalties": 10.0, + }, + ] + ) + + self.assertAlmostEqual(rewards[2], 8.504) + self.assertEqual(rewards[3], 0.0) + + def test_encoder_rewards_accept_existing_verification_aliases(self): + rewards = get_encoder_rewards( + { + "hotkey": { + "uid": 4, + "total_verified": 8, + "pass_rate": 0.75, + } + } + ) + + self.assertEqual(rewards[4], 6.0) + + def test_captioner_rewards_use_quality_aliases(self): + rewards = get_captioner_rewards( + [ + { + "uid": 5, + "accepted_work_units": 4, + "caption_quality_rate": 0.7, + "availability_rate": 0.5, + "timeliness_multiplier": 1.0, + "novelty_multiplier": 1.5, + "penalties": 0.1, + }, + { + "uid": 6, + "accepted_work_units": 3, + "quality_score": 0.8, + }, + ] + ) + + self.assertAlmostEqual(rewards[5], 2.0) + self.assertAlmostEqual(rewards[6], 2.4) + + def test_normalize_rewards_to_budget_excludes_specials(self): + weights, unallocated = normalize_rewards_to_weight_budget( + scores=np.array([0.0, 2.0, 3.0, 10.0], dtype=np.float32), + active_uids=[1, 2, 3], + special_uids={3}, + budget=0.10, + ) + + self.assertEqual(unallocated, 0.0) + self.assertEqual(weights[0], 0.0) + self.assertAlmostEqual(weights[1], 0.04, places=6) + self.assertAlmostEqual(weights[2], 0.06, places=6) + self.assertEqual(weights[3], 0.0) + + def test_normalize_rewards_returns_unallocated_budget_without_scores(self): + weights, unallocated = normalize_rewards_to_weight_budget( + scores=np.zeros(3, dtype=np.float32), + active_uids=[1, 2], + special_uids=set(), + budget=0.10, + ) + + self.assertTrue(np.all(weights == 0.0)) + self.assertEqual(unallocated, 0.10) + + def test_artifact_stats_accept_hotkey_keyed_records(self): + payload = artifact_stats_with_uids( + { + "hk1": { + "accepted_work_units": 4, + "deterministic_correctness_rate": 0.5, + }, + "hk2": { + "accepted_work_units": 5, + "deterministic_correctness_rate": 0.8, + }, + }, + hotkeys=["hk0", "hk1", "hk2"], + ) + + rewards = get_encoder_rewards(payload) + + self.assertEqual(payload[0]["uid"], 1) + self.assertEqual(payload[1]["uid"], 2) + self.assertEqual(rewards[1], 2.0) + self.assertEqual(rewards[2], 4.0) + + def test_artifact_task_payload_points_miners_at_r2_source(self): + payload = build_artifact_task_payload( + role=MinerType.ENCODER, + task_id="task-1", + r2_source={ + "endpoint_url": "https://abc.r2.cloudflarestorage.com", + "bucket": "dps", + "path": "encoder/shard-001/", + "manifest_url": "https://example.com/manifest.json", + "access_key_id": "read-key", + "secret_access_key": "read-secret", + "ignored": None, + }, + parameters={"expected_output": "encoder"}, + ) + + self.assertEqual(payload["task_id"], "task-1") + self.assertEqual(payload["role"], "ENCODER") + self.assertEqual(payload["source"]["type"], "r2") + self.assertEqual(payload["source"]["bucket"], "dps") + self.assertEqual(payload["source"]["path"], "encoder/shard-001/") + self.assertEqual(payload["source"]["prefix"], "encoder/shard-001/") + self.assertEqual(payload["source"]["access_key_id"], "read-key") + self.assertEqual(payload["source"]["secret_access_key"], "read-secret") + self.assertNotIn("ignored", payload["source"]) + self.assertEqual(payload["parameters"]["expected_output"], "encoder") + + def test_artifact_chain_metadata_round_trip(self): + metadata = ArtifactChainMetadata( + kind="dps_output", + role=MinerType.ENCODER, + task_id="task-1", + artifact_format="npz", + artifact_hash="sha256:abc", + r2=ArtifactR2Location( + bucket="miner-output", + path="encodings/task-1/", + endpoint_url="https://miner.r2.cloudflarestorage.com", + access_key_id="validator-read-key", + secret_access_key="validator-read-secret", + ), + ) + + decoded = ArtifactChainMetadata.from_compressed_str( + metadata.to_compressed_str() + ) + + self.assertEqual(decoded.kind, "dps_output") + self.assertEqual(decoded.role, MinerType.ENCODER) + self.assertEqual(decoded.task_id, "task-1") + self.assertEqual(decoded.artifact_format, "npz") + self.assertEqual(decoded.r2.bucket, "miner-output") + self.assertEqual(decoded.r2.path, "encodings/task-1/") + self.assertEqual(decoded.r2.access_key_id, "validator-read-key") + + def test_chain_registry_preserves_discriminator_and_multiple_artifacts(self): + registry = ChainMetadataRegistry( + discriminator_model=DiscriminatorModelId(key="models/detector.zip", hash="abc") + ) + registry.upsert_artifact( + ArtifactChainMetadata( + kind="dps_input", + role=MinerType.ENCODER, + r2=ArtifactR2Location(bucket="validator-input", path="shard-1/"), + ) + ) + registry.upsert_artifact( + ArtifactChainMetadata( + kind="dps_output", + role=MinerType.ENCODER, + task_id="task-1", + r2=ArtifactR2Location(bucket="miner-output", path="task-1/"), + ) + ) + + decoded = ChainMetadataRegistry.from_compressed_str( + registry.to_compressed_str() + ) + + self.assertEqual(decoded.discriminator_model.key, "models/detector.zip") + self.assertEqual( + decoded.get_artifacts(expected_kind="dps_input")[0].r2.bucket, + "validator-input", + ) + self.assertEqual( + decoded.get_artifacts(expected_kind="dps_output", task_id="task-1")[0].r2.path, + "task-1/", + ) + + def test_fake_r2_processor_and_validator_verifier_round_trip(self): + with tempfile.TemporaryDirectory() as tmp: + root = Path(tmp) + source_dir = root / "validator-input" / "shard-1" + source_dir.mkdir(parents=True) + source_manifest = { + "items": [ + {"path": "sample-1.bin"}, + {"path": "sample-2.bin"}, + ] + } + (source_dir / "manifest.json").write_text(json.dumps(source_manifest)) + + old_env = os.environ.copy() + try: + os.environ.update( + { + "DPS_TASK_ID": "task-1", + "DPS_ROLE": "ENCODER", + "DPS_SOURCE_ENDPOINT_URL": f"file://{root}", + "DPS_SOURCE_BUCKET": "validator-input", + "DPS_SOURCE_PATH": "shard-1", + "DPS_OUTPUT_ENDPOINT_URL": f"file://{root}", + "DPS_OUTPUT_BUCKET": "miner-output", + "DPS_OUTPUT_PREFIX": "encodings/task-1", + } + ) + with redirect_stdout(StringIO()): + artifact_processor_main() + finally: + os.environ.clear() + os.environ.update(old_env) + + metadata = ArtifactChainMetadata( + kind="dps_output", + role=MinerType.ENCODER, + task_id="task-1", + artifact_format="jsonl", + r2=ArtifactR2Location( + bucket="miner-output", + path="encodings/task-1", + endpoint_url=f"file://{root}", + manifest_key="manifest.json", + ), + ) + + stats = ArtifactVerifier().verify( + uid=7, + hotkey="hk7", + metadata=metadata, + ) + + self.assertEqual(stats["accepted_work_units"], 2) + self.assertEqual(stats["deterministic_correctness_rate"], 1.0) + self.assertEqual(stats["penalties"], 0.0) + + +if __name__ == "__main__": + unittest.main() diff --git a/uv.lock b/uv.lock index e7d0aa6d..f34110a5 100644 --- a/uv.lock +++ b/uv.lock @@ -1,19 +1,28 @@ version = 1 revision = 3 -requires-python = ">=3.10" +requires-python = ">=3.10, <3.13" resolution-markers = [ - "python_full_version >= '3.12' and sys_platform == 'darwin'", + "python_full_version >= '3.12' and platform_machine != 's390x' and sys_platform == 'darwin'", + "python_full_version >= '3.12' and platform_machine == 's390x' and sys_platform == 'darwin'", "python_full_version >= '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux'", - "python_full_version >= '3.12' and platform_machine != 'aarch64' and sys_platform == 'linux'", - "python_full_version >= '3.12' and sys_platform != 'darwin' and sys_platform != 'linux'", - "python_full_version == '3.11.*' and sys_platform == 'darwin'", + "python_full_version >= '3.12' and platform_machine != 'aarch64' and platform_machine != 's390x' and sys_platform == 'linux'", + "python_full_version >= '3.12' and platform_machine == 's390x' and sys_platform == 'linux'", + "python_full_version >= '3.12' and platform_machine != 's390x' and sys_platform != 'darwin' and sys_platform != 'linux'", + "python_full_version >= '3.12' and platform_machine == 's390x' and sys_platform != 'darwin' and sys_platform != 'linux'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform == 'darwin'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'darwin'", "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux'", - "python_full_version == '3.11.*' and sys_platform != 'darwin' and sys_platform != 'linux'", - "python_full_version < '3.11' and sys_platform == 'darwin'", + "python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_machine != 's390x' and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine != 's390x' and sys_platform != 'darwin' and sys_platform != 'linux'", + "python_full_version == '3.11.*' and platform_machine == 's390x' and sys_platform != 'darwin' and sys_platform != 'linux'", + "python_full_version < '3.11' and platform_machine != 's390x' and sys_platform == 'darwin'", + "python_full_version < '3.11' and platform_machine == 's390x' and sys_platform == 'darwin'", "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux'", - "python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux'", + "python_full_version < '3.11' and platform_machine != 'aarch64' and platform_machine != 's390x' and sys_platform == 'linux'", + "python_full_version < '3.11' and platform_machine == 's390x' and sys_platform == 'linux'", + "python_full_version < '3.11' and platform_machine != 's390x' and sys_platform != 'darwin' and sys_platform != 'linux'", + "python_full_version < '3.11' and platform_machine == 's390x' and sys_platform != 'darwin' and sys_platform != 'linux'", ] [[package]] @@ -45,7 +54,7 @@ wheels = [ [[package]] name = "aiohttp" -version = "3.10.11" +version = "3.13.5" source = { 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00:00:00 2001 From: kenobijon Date: Tue, 12 May 2026 00:35:12 -0500 Subject: [PATCH 2/2] Add DPS artifact specs and R2 transport --- .env.encoder_miner.template | 6 ++ .env.validator.template | 5 + docs/Incentive.md | 19 +++- gas/artifacts/processor.py | 101 ++++++++++------- gas/artifacts/r2_transport.py | 137 ++++++++++++++++++++++++ gas/config.py | 54 ++++++++++ gas/evaluation/artifact_task_manager.py | 39 ++++++- gas/evaluation/artifact_verifier.py | 56 +++++----- gas/protocol/validator_requests.py | 7 ++ gas/types.py | 39 +++++++ neurons/generator/miner.py | 66 ++++++++++-- pyproject.toml | 1 + tests/test_encoder_incentives.py | 107 ++++++++++++++++++ uv.lock | 51 +++++++++ 14 files changed, 613 insertions(+), 75 deletions(-) create mode 100644 gas/artifacts/r2_transport.py diff --git a/.env.encoder_miner.template b/.env.encoder_miner.template index dd0ec8f1..c54486f3 100644 --- a/.env.encoder_miner.template +++ b/.env.encoder_miner.template @@ -37,7 +37,13 @@ DPS_ARTIFACT_PROCESSOR_COMMAND=python -m gas.artifacts.processor # Validators use these scoped read-only credentials to fetch artifact manifests/files. DPS_ARTIFACT_OUTPUT_R2_ENDPOINT_URL= DPS_ARTIFACT_OUTPUT_R2_BUCKET= +DPS_ARTIFACT_OUTPUT_R2_REGION=auto DPS_ARTIFACT_OUTPUT_R2_PREFIX=dps-artifacts/ + +# Write credentials stay local to the miner; read credentials below are published for validators. +DPS_ARTIFACT_OUTPUT_R2_WRITE_ACCESS_KEY_ID= +DPS_ARTIFACT_OUTPUT_R2_WRITE_SECRET_ACCESS_KEY= +DPS_ARTIFACT_OUTPUT_R2_WRITE_SESSION_TOKEN= DPS_ARTIFACT_OUTPUT_R2_READ_ACCESS_KEY_ID= DPS_ARTIFACT_OUTPUT_R2_READ_SECRET_ACCESS_KEY= DPS_ARTIFACT_OUTPUT_R2_READ_SESSION_TOKEN= diff --git a/.env.validator.template b/.env.validator.template index 7e20af7a..6e327093 100644 --- a/.env.validator.template +++ b/.env.validator.template @@ -53,6 +53,11 @@ DPS_ARTIFACT_ENCODER_WEIGHT=0.8 DPS_ARTIFACT_CAPTIONER_WEIGHT=0.2 DPS_ARTIFACT_SAMPLE_SIZE=0 +# Artifact constraints miners must follow for this shard. +DPS_ARTIFACT_RESOLUTION= +DPS_ARTIFACT_MAX_FRAMES= +DPS_ARTIFACT_ENCODING_MODEL= + # Validator input R2 location published as dps_input metadata. # These should be scoped, read-only, prefix-limited credentials; chain commitments are public. DPS_ARTIFACT_R2_ENDPOINT_URL= diff --git a/docs/Incentive.md b/docs/Incentive.md index 50b6e2a8..d0bdf8d2 100644 --- a/docs/Incentive.md +++ b/docs/Incentive.md @@ -128,6 +128,9 @@ Validator input publishing and task assignment are configured independently from --enable-dps-artifact-mechanism \ --dps-artifact.publish-input-to-chain \ --dps-artifact-task-interval 360 \ +--dps-artifact.resolution 512x512 \ +--dps-artifact.max-frames 16 \ +--dps-artifact.encoding-model stabilityai/sd-vae-ft-mse \ --dps-artifact.r2-endpoint-url https://.r2.cloudflarestorage.com \ --dps-artifact.r2-bucket dps-artifacts \ --dps-artifact.r2-prefix encoder/shard-001/ \ @@ -150,6 +153,11 @@ The validator writes a compact chain commitment shaped like: "manifest_url": "https://example.com/manifest.json", "access_key_id": "", "secret_access_key": "" + }, + "artifact_spec": { + "resolution": "512x512", + "max_frames": 16, + "encoding_model": "stabilityai/sd-vae-ft-mse" } } ``` @@ -170,13 +178,18 @@ The validator may also send a signed `/artifact_task` nudge to active mechanism- "access_key_id": "", "secret_access_key": "" }, + "artifact_spec": { + "resolution": "512x512", + "max_frames": 16, + "encoding_model": "stabilityai/sd-vae-ft-mse" + }, "parameters": { "expected_output": "encoder" } } ``` -Miner output commitments use the same registry envelope with `kind: "dps_output"`, the miner's artifact R2 location, validator-readable credentials, optional manifest info, and optional artifact hash. Miners can expose artifact behavior by running with `--miner.type ENCODER` or `--miner.type CAPTIONER`. If `--dps-artifact.processor-command` is configured, the miner runs that command for each artifact task and passes source/output metadata through environment variables such as `DPS_SOURCE_BUCKET`, `DPS_SOURCE_PATH`, `DPS_SOURCE_ACCESS_KEY_ID`, `DPS_SOURCE_SECRET_ACCESS_KEY`, `DPS_OUTPUT_BUCKET`, and `DPS_OUTPUT_PREFIX`. The command may print JSON with `artifact_hash`, `manifest_url`, `manifest_key`, or `path`, which the miner publishes in its `dps_output` commitment. +Miner output commitments use the same registry envelope with `kind: "dps_output"`, the miner's artifact R2 location, validator-readable credentials, optional manifest info, optional artifact hash, and the artifact spec used for the task. Miners can expose artifact behavior by running with `--miner.type ENCODER` or `--miner.type CAPTIONER`. If `--dps-artifact.processor-command` is configured, the miner runs that command for each artifact task and passes source/output metadata through environment variables such as `DPS_SOURCE_BUCKET`, `DPS_SOURCE_PATH`, `DPS_SOURCE_ACCESS_KEY_ID`, `DPS_SOURCE_SECRET_ACCESS_KEY`, `DPS_SOURCE_SESSION_TOKEN`, `DPS_OUTPUT_BUCKET`, `DPS_OUTPUT_PREFIX`, `DPS_OUTPUT_WRITE_ACCESS_KEY_ID`, `DPS_OUTPUT_WRITE_SECRET_ACCESS_KEY`, `DPS_ARTIFACT_RESOLUTION`, `DPS_ARTIFACT_MAX_FRAMES`, and `DPS_ARTIFACT_ENCODING_MODEL`. The command may print JSON with `artifact_hash`, `manifest_url`, `manifest_key`, or `path`, which the miner publishes in its `dps_output` commitment. Use `.env.encoder_miner.template` for mechanism-1 artifact miners rather than `.env.gen_miner.template`: @@ -191,9 +204,9 @@ The repo includes a reference processor for local/fake-R2 testing and determinis --dps-artifact.processor-command "python -m gas.artifacts.processor" ``` -The validator artifact verifier reads the published manifest, fetches each listed artifact file, checks SHA-256 hashes, counts accepted work units, and writes mechanism-1 reward stats. +The reference processor and validator verifier use S3-compatible R2 transport when endpoint URL plus access key/secret are present, while still supporting `file://` fake R2 for local tests. The validator artifact verifier reads the published manifest, checks that the manifest artifact spec matches the assignment, fetches each listed artifact file, checks SHA-256 hashes, validates the top-level single-artifact hash when present, counts accepted work units, and writes mechanism-1 reward stats. -Task IDs are deterministic by role, UID, assignment epoch, and R2 source hash: +Task IDs are deterministic by role, UID, assignment epoch, R2 source hash, and artifact spec hash: ```text dps-{role}-{uid}-e{epoch}-{source_hash} diff --git a/gas/artifacts/processor.py b/gas/artifacts/processor.py index 3c9d646b..014452d7 100644 --- a/gas/artifacts/processor.py +++ b/gas/artifacts/processor.py @@ -1,9 +1,8 @@ import hashlib import json import os -from pathlib import Path -from urllib.parse import urlparse -from urllib.request import urlopen + +from gas.artifacts.r2_transport import ArtifactR2Transport, join_key def main(): @@ -12,20 +11,34 @@ def main(): output_bucket = os.environ["DPS_OUTPUT_BUCKET"] output_prefix = os.environ["DPS_OUTPUT_PREFIX"].strip("/") output_endpoint = os.environ.get("DPS_OUTPUT_ENDPOINT_URL", "") + output_region = os.environ.get("DPS_OUTPUT_REGION", "auto") + output_write_key = os.environ.get("DPS_OUTPUT_WRITE_ACCESS_KEY_ID", "") + output_write_secret = os.environ.get("DPS_OUTPUT_WRITE_SECRET_ACCESS_KEY", "") + output_write_token = os.environ.get("DPS_OUTPUT_WRITE_SESSION_TOKEN", "") source_items = _load_source_items() artifact_name = "encodings.jsonl" if role == "ENCODER" else "captions.jsonl" artifact_bytes = _build_artifact_bytes(task_id, role, source_items) artifact_sha = _sha256(artifact_bytes) - output_dir = _output_dir(output_endpoint, output_bucket, output_prefix) - output_dir.mkdir(parents=True, exist_ok=True) - artifact_path = output_dir / artifact_name - artifact_path.write_bytes(artifact_bytes) + transport = ArtifactR2Transport() + artifact_key = join_key(output_prefix, artifact_name) + transport.write_object( + endpoint_url=output_endpoint, + bucket=output_bucket, + key=artifact_key, + data=artifact_bytes, + content_type="application/jsonl", + region=output_region, + access_key_id=output_write_key, + secret_access_key=output_write_secret, + session_token=output_write_token, + ) manifest = { "task_id": task_id, "role": role, + "artifact_spec": _artifact_spec(), "artifacts": [ { "path": artifact_name, @@ -35,8 +48,18 @@ def main(): } ], } - manifest_path = output_dir / "manifest.json" - manifest_path.write_text(json.dumps(manifest, separators=(",", ":")), encoding="utf-8") + manifest_bytes = json.dumps(manifest, separators=(",", ":")).encode("utf-8") + transport.write_object( + endpoint_url=output_endpoint, + bucket=output_bucket, + key=join_key(output_prefix, "manifest.json"), + data=manifest_bytes, + content_type="application/json", + region=output_region, + access_key_id=output_write_key, + secret_access_key=output_write_secret, + session_token=output_write_token, + ) print( json.dumps( @@ -54,11 +77,9 @@ def _load_source_items(): manifest_url = os.environ.get("DPS_SOURCE_MANIFEST_URL") manifest_key = os.environ.get("DPS_SOURCE_MANIFEST_KEY") or "manifest.json" if manifest_url: - raw = _read_url(manifest_url) + raw = ArtifactR2Transport().read_url(manifest_url) else: - source_dir = _source_dir() - manifest_path = source_dir / manifest_key - raw = manifest_path.read_bytes() if manifest_path.exists() else b"{}" + raw = _read_source_object(manifest_key) try: manifest = json.loads(raw.decode("utf-8")) @@ -71,6 +92,22 @@ def _load_source_items(): return items +def _read_source_object(relative_key: str) -> bytes: + transport = ArtifactR2Transport() + try: + return transport.read_object( + endpoint_url=os.environ.get("DPS_SOURCE_ENDPOINT_URL", ""), + bucket=os.environ.get("DPS_SOURCE_BUCKET", ""), + key=join_key(os.environ.get("DPS_SOURCE_PATH", ""), relative_key), + region=os.environ.get("DPS_SOURCE_REGION", "auto"), + access_key_id=os.environ.get("DPS_SOURCE_ACCESS_KEY_ID", ""), + secret_access_key=os.environ.get("DPS_SOURCE_SECRET_ACCESS_KEY", ""), + session_token=os.environ.get("DPS_SOURCE_SESSION_TOKEN", ""), + ) + except FileNotFoundError: + return b"{}" + + def _build_artifact_bytes(task_id: str, role: str, source_items: list) -> bytes: rows = [] for index, item in enumerate(source_items): @@ -79,34 +116,24 @@ def _build_artifact_bytes(task_id: str, role: str, source_items: list) -> bytes: if role == "CAPTIONER": payload = {"item": item_key, "caption": f"dps caption {digest[:16]}"} else: - payload = {"item": item_key, "encoding": digest} + payload = { + "item": item_key, + "encoding": digest, + "resolution": os.environ.get("DPS_ARTIFACT_RESOLUTION", ""), + "max_frames": os.environ.get("DPS_ARTIFACT_MAX_FRAMES", ""), + "encoding_model": os.environ.get("DPS_ARTIFACT_ENCODING_MODEL", ""), + } rows.append(json.dumps(payload, separators=(",", ":"))) return ("\n".join(rows) + "\n").encode("utf-8") -def _source_dir() -> Path: - endpoint = os.environ.get("DPS_SOURCE_ENDPOINT_URL", "") - bucket = os.environ.get("DPS_SOURCE_BUCKET", "") - source_path = os.environ.get("DPS_SOURCE_PATH", "").strip("/") - if endpoint.startswith("file://"): - return Path(urlparse(endpoint).path) / bucket / source_path - return Path(bucket) / source_path - - -def _output_dir(endpoint: str, bucket: str, prefix: str) -> Path: - if endpoint.startswith("file://"): - return Path(urlparse(endpoint).path) / bucket / prefix - return Path(bucket) / prefix - - -def _read_url(url: str) -> bytes: - parsed = urlparse(url) - if parsed.scheme == "file": - return Path(parsed.path).read_bytes() - if parsed.scheme in ("http", "https"): - with urlopen(url, timeout=30) as response: - return response.read() - return Path(url).read_bytes() +def _artifact_spec() -> dict: + spec = { + "resolution": os.environ.get("DPS_ARTIFACT_RESOLUTION"), + "max_frames": os.environ.get("DPS_ARTIFACT_MAX_FRAMES"), + "encoding_model": os.environ.get("DPS_ARTIFACT_ENCODING_MODEL"), + } + return {key: value for key, value in spec.items() if value} def _sha256(data: bytes) -> str: diff --git a/gas/artifacts/r2_transport.py b/gas/artifacts/r2_transport.py new file mode 100644 index 00000000..e38e7ece --- /dev/null +++ b/gas/artifacts/r2_transport.py @@ -0,0 +1,137 @@ +from pathlib import Path +from urllib.parse import urlparse +from urllib.request import urlopen + + +class R2TransportError(Exception): + pass + + +def join_key(prefix: str, key: str) -> str: + prefix = (prefix or "").strip("/") + key = (key or "").strip("/") + if not prefix: + return key + if not key: + return prefix + if key == prefix or key.startswith(f"{prefix}/"): + return key + return f"{prefix}/{key}" + + +class ArtifactR2Transport: + """Small S3-compatible transport used for DPS artifact manifests/files.""" + + def read_url(self, url: str) -> bytes: + parsed = urlparse(url) + if parsed.scheme == "file": + return Path(parsed.path).read_bytes() + if parsed.scheme in ("http", "https"): + with urlopen(url, timeout=30) as response: + return response.read() + return Path(url).read_bytes() + + def read_object( + self, + *, + endpoint_url: str = "", + bucket: str, + key: str, + region: str = "auto", + access_key_id: str = "", + secret_access_key: str = "", + session_token: str = "", + ) -> bytes: + endpoint_url = endpoint_url or "" + if endpoint_url.startswith("file://"): + root = Path(urlparse(endpoint_url).path) + return (root / bucket / key).read_bytes() + + if self._should_use_s3(endpoint_url, access_key_id, secret_access_key): + client = self._s3_client( + endpoint_url=endpoint_url, + region=region, + access_key_id=access_key_id, + secret_access_key=secret_access_key, + session_token=session_token, + ) + return client.get_object(Bucket=bucket, Key=key)["Body"].read() + + if endpoint_url.startswith(("http://", "https://")): + return self.read_url(f"{endpoint_url.rstrip('/')}/{bucket}/{key}") + + return (Path(bucket) / key).read_bytes() + + def write_object( + self, + *, + endpoint_url: str = "", + bucket: str, + key: str, + data: bytes, + content_type: str = "application/octet-stream", + region: str = "auto", + access_key_id: str = "", + secret_access_key: str = "", + session_token: str = "", + ) -> None: + endpoint_url = endpoint_url or "" + if endpoint_url.startswith("file://"): + root = Path(urlparse(endpoint_url).path) + path = root / bucket / key + path.parent.mkdir(parents=True, exist_ok=True) + path.write_bytes(data) + return + + if self._should_use_s3(endpoint_url, access_key_id, secret_access_key): + client = self._s3_client( + endpoint_url=endpoint_url, + region=region, + access_key_id=access_key_id, + secret_access_key=secret_access_key, + session_token=session_token, + ) + client.put_object( + Bucket=bucket, + Key=key, + Body=data, + ContentType=content_type, + ) + return + + path = Path(bucket) / key + path.parent.mkdir(parents=True, exist_ok=True) + path.write_bytes(data) + + def _should_use_s3( + self, + endpoint_url: str, + access_key_id: str = "", + secret_access_key: str = "", + ) -> bool: + return bool(endpoint_url and access_key_id and secret_access_key) + + def _s3_client( + self, + *, + endpoint_url: str, + region: str, + access_key_id: str, + secret_access_key: str, + session_token: str = "", + ): + try: + import boto3 + except ImportError as e: + raise R2TransportError( + "boto3 is required for authenticated R2 transport" + ) from e + + return boto3.client( + "s3", + endpoint_url=endpoint_url, + region_name=region or "auto", + aws_access_key_id=access_key_id, + aws_secret_access_key=secret_access_key, + aws_session_token=session_token or None, + ) diff --git a/gas/config.py b/gas/config.py index c956f0fc..6fb81459 100644 --- a/gas/config.py +++ b/gas/config.py @@ -218,6 +218,13 @@ def add_miner_args(parser): help="Miner output R2 bucket for DPS artifacts", ) + parser.add_argument( + "--dps-artifact.output-r2-region", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_REGION", "auto"), + help="Miner output R2/S3 region hint; R2 commonly accepts auto", + ) + parser.add_argument( "--dps-artifact.output-r2-prefix", type=str, @@ -266,6 +273,27 @@ def add_miner_args(parser): default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_MANIFEST_KEY"), help="Optional R2 manifest object key for miner DPS artifact outputs", ) + + parser.add_argument( + "--dps-artifact.output-r2-write-access-key-id", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_WRITE_ACCESS_KEY_ID"), + help="Miner write access key id for uploading DPS artifacts to R2", + ) + + parser.add_argument( + "--dps-artifact.output-r2-write-secret-access-key", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_WRITE_SECRET_ACCESS_KEY"), + help="Miner write secret access key for uploading DPS artifacts to R2", + ) + + parser.add_argument( + "--dps-artifact.output-r2-write-session-token", + type=str, + default=os.environ.get("DPS_ARTIFACT_OUTPUT_R2_WRITE_SESSION_TOKEN"), + help="Optional miner write session token for uploading DPS artifacts to R2", + ) # Webhook configuration parser.add_argument( @@ -501,6 +529,32 @@ def add_validator_args(parser): default=int(os.environ.get("DPS_ARTIFACT_SAMPLE_SIZE", 0)), ) + parser.add_argument( + "--dps-artifact.resolution", + type=str, + help="Required artifact input/output resolution for DPS encoder/captioner tasks, e.g. 512x512 or 720p", + default=os.environ.get("DPS_ARTIFACT_RESOLUTION"), + ) + + parser.add_argument( + "--dps-artifact.max-frames", + type=int, + help="Maximum frames miners should use per DPS artifact item", + default=( + int(os.environ["DPS_ARTIFACT_MAX_FRAMES"]) + if os.environ.get("DPS_ARTIFACT_MAX_FRAMES") + else None + ), + ) + + parser.add_argument( + "--dps-artifact.encoding-model", + type=str, + help="VAE encoder or encoding model miners must use for DPS artifact tasks", + default=os.environ.get("DPS_ARTIFACT_ENCODING_MODEL") + or os.environ.get("DPS_ARTIFACT_VAE_ENCODER"), + ) + parser.add_argument( "--dps-artifact.r2-endpoint-url", type=str, diff --git a/gas/evaluation/artifact_task_manager.py b/gas/evaluation/artifact_task_manager.py index 5179f98f..933d0af3 100644 --- a/gas/evaluation/artifact_task_manager.py +++ b/gas/evaluation/artifact_task_manager.py @@ -7,7 +7,12 @@ import bittensor as bt from gas.protocol.validator_requests import query_artifact_miner -from gas.types import ArtifactChainMetadata, ArtifactR2Location, MinerType +from gas.types import ( + ArtifactChainMetadata, + ArtifactR2Location, + ArtifactTaskSpec, + MinerType, +) from gas.utils.chain_artifact_metadata_store import ChainArtifactMetadataStore from gas.evaluation.artifact_verifier import ArtifactVerifier @@ -44,6 +49,7 @@ async def publish_input_metadata(self): kind="dps_input", role=MinerType.ENCODER, r2=r2_location, + artifact_spec=self._artifact_spec(), ) await self.metadata_store.store_artifact_metadata(self.wallet, metadata) bt.logging.info("Published DPS artifact input R2 metadata to chain") @@ -119,7 +125,8 @@ async def validate_miner_outputs(self): return reward_stats async def send_artifact_task(self, uid: int, role: MinerType, r2_source, block: int = 0): - task_id = self._task_id(role, uid, r2_source, block) + artifact_spec = self._artifact_spec() + task_id = self._task_id(role, uid, r2_source, block, artifact_spec) parameters = { "assignment_time": time.time(), "expected_output": role.value.lower(), @@ -135,6 +142,7 @@ async def send_artifact_task(self, uid: int, role: MinerType, r2_source, block: task_id=task_id, r2_source=r2_source, parameters=parameters, + artifact_spec=artifact_spec.to_dict() if artifact_spec else None, total_timeout=self.config.neuron.miner_total_timeout, connect_timeout=getattr(self.config.neuron, "miner_connect_timeout", None), sock_connect_timeout=getattr( @@ -204,6 +212,18 @@ def _r2_location(self): manifest_key=getattr(artifact_config, "r2_manifest_key", None), ) + def _artifact_spec(self): + artifact_config = getattr(self.config, "dps_artifact", None) + if artifact_config is None: + return None + + spec = ArtifactTaskSpec( + resolution=getattr(artifact_config, "resolution", None), + max_frames=getattr(artifact_config, "max_frames", None), + encoding_model=getattr(artifact_config, "encoding_model", None), + ) + return spec if spec.to_dict() else None + def _verify_output_metadata(self, uid: int, metadata: ArtifactChainMetadata): try: stats = self.artifact_verifier.verify( @@ -255,10 +275,21 @@ def _stats_from_output_metadata(self, uid: int, metadata: ArtifactChainMetadata) stats["caption_quality_rate"] = quality return stats - def _task_id(self, role: MinerType, uid: int, r2_source, block: int = 0): + def _task_id( + self, + role: MinerType, + uid: int, + r2_source, + block: int = 0, + artifact_spec: ArtifactTaskSpec | None = None, + ): interval = int(getattr(self.config, "dps_artifact_task_interval", 1) or 1) epoch = int(block // interval) if block else 0 + source_identity = { + "source": r2_source, + "artifact_spec": artifact_spec.to_dict() if artifact_spec else {}, + } source_hash = hashlib.sha256( - json.dumps(r2_source, sort_keys=True, separators=(",", ":")).encode("utf-8") + json.dumps(source_identity, sort_keys=True, separators=(",", ":")).encode("utf-8") ).hexdigest()[:12] return f"dps-{role.value.lower()}-{uid}-e{epoch}-{source_hash}" diff --git a/gas/evaluation/artifact_verifier.py b/gas/evaluation/artifact_verifier.py index ff6ac61b..ab0c0fda 100644 --- a/gas/evaluation/artifact_verifier.py +++ b/gas/evaluation/artifact_verifier.py @@ -1,9 +1,7 @@ import hashlib import json -from pathlib import Path -from urllib.parse import urlparse -from urllib.request import urlopen +from gas.artifacts.r2_transport import ArtifactR2Transport, join_key from gas.types import ArtifactChainMetadata, MinerType @@ -14,8 +12,12 @@ class ArtifactVerificationError(Exception): class ArtifactVerifier: """Verifies DPS artifact manifests and files before rewards are updated.""" + def __init__(self, transport: ArtifactR2Transport | None = None): + self.transport = transport or ArtifactR2Transport() + def verify(self, uid: int, hotkey: str, metadata: ArtifactChainMetadata) -> dict: manifest = self._load_manifest(metadata) + self._verify_manifest_spec(metadata, manifest) files = self._manifest_files(manifest) if not files: raise ArtifactVerificationError("Artifact manifest contained no files") @@ -29,6 +31,14 @@ def verify(self, uid: int, hotkey: str, metadata: ArtifactChainMetadata) -> dict if expected_sha and self._sha256(content) != self._normalize_hash(expected_sha): invalid_units += int(file_info.get("work_units", 1)) continue + if ( + metadata.artifact_hash + and len(files) == 1 + and self._sha256(content) + != self._normalize_hash(metadata.artifact_hash) + ): + invalid_units += int(file_info.get("work_units", 1)) + continue valid_units += int(file_info.get("work_units", 1)) except Exception: invalid_units += int(file_info.get("work_units", 1)) @@ -59,7 +69,7 @@ def verify(self, uid: int, hotkey: str, metadata: ArtifactChainMetadata) -> dict def _load_manifest(self, metadata: ArtifactChainMetadata) -> dict: if metadata.r2.manifest_url: - data = self._read_url(metadata.r2.manifest_url) + data = self.transport.read_url(metadata.r2.manifest_url) else: manifest_key = metadata.r2.manifest_key or "manifest.json" data = self._read_location(metadata, manifest_key) @@ -71,6 +81,15 @@ def _load_manifest(self, metadata: ArtifactChainMetadata) -> dict: raise ArtifactVerificationError("Artifact manifest must be a JSON object") return manifest + def _verify_manifest_spec(self, metadata: ArtifactChainMetadata, manifest: dict) -> None: + expected = metadata.artifact_spec.to_dict() if metadata.artifact_spec else {} + actual = manifest.get("artifact_spec") or {} + for key, value in expected.items(): + if value is not None and str(actual.get(key, "")) != str(value): + raise ArtifactVerificationError( + f"Artifact manifest does not match required {key}" + ) + def _manifest_files(self, manifest: dict) -> list[dict]: files = manifest.get("artifacts") or manifest.get("files") or [] return [file_info for file_info in files if isinstance(file_info, dict)] @@ -85,26 +104,15 @@ def _read_artifact_file(self, metadata: ArtifactChainMetadata, file_info: dict) return self._read_location(metadata, path) def _read_location(self, metadata: ArtifactChainMetadata, relative_path: str) -> bytes: - endpoint_url = metadata.r2.endpoint_url or "" - if endpoint_url.startswith("file://"): - root = Path(urlparse(endpoint_url).path) - path = root / metadata.r2.bucket / metadata.r2.path / relative_path - return path.read_bytes() - if endpoint_url.startswith(("http://", "https://")): - base = endpoint_url.rstrip("/") - url = f"{base}/{metadata.r2.bucket}/{metadata.r2.path.strip('/')}/{relative_path}" - return self._read_url(url) - path = Path(metadata.r2.bucket) / metadata.r2.path / relative_path - return path.read_bytes() - - def _read_url(self, url: str) -> bytes: - parsed = urlparse(url) - if parsed.scheme == "file": - return Path(parsed.path).read_bytes() - if parsed.scheme in ("http", "https"): - with urlopen(url, timeout=30) as response: - return response.read() - return Path(url).read_bytes() + return self.transport.read_object( + endpoint_url=metadata.r2.endpoint_url or "", + bucket=metadata.r2.bucket, + key=join_key(metadata.r2.path, relative_path), + region=metadata.r2.region or "auto", + access_key_id=metadata.r2.access_key_id or "", + secret_access_key=metadata.r2.secret_access_key or "", + session_token=metadata.r2.session_token or "", + ) def _sha256(self, data: bytes) -> str: return hashlib.sha256(data).hexdigest() diff --git a/gas/protocol/validator_requests.py b/gas/protocol/validator_requests.py index 18996966..15f64aef 100644 --- a/gas/protocol/validator_requests.py +++ b/gas/protocol/validator_requests.py @@ -184,6 +184,7 @@ def build_artifact_task_payload( task_id: str, r2_source: Dict[str, Any], parameters: Optional[Dict[str, Any]] = None, + artifact_spec: Optional[Dict[str, Any]] = None, ) -> Dict[str, Any]: payload = { "task_id": task_id, @@ -195,6 +196,10 @@ def build_artifact_task_payload( } if "path" in payload["source"] and "prefix" not in payload["source"]: payload["source"]["prefix"] = payload["source"]["path"] + if artifact_spec: + payload["artifact_spec"] = { + key: value for key, value in artifact_spec.items() if value is not None + } if parameters: payload["parameters"] = parameters return payload @@ -209,6 +214,7 @@ async def query_artifact_miner( task_id: str, r2_source: Dict[str, Any], parameters: Optional[Dict[str, Any]], + artifact_spec: Optional[Dict[str, Any]], total_timeout: float, connect_timeout: Optional[float] = None, sock_connect_timeout: Optional[float] = None, @@ -236,6 +242,7 @@ async def query_artifact_miner( task_id=task_id, r2_source=r2_source, parameters=parameters, + artifact_spec=artifact_spec, ) body_bytes = json.dumps(payload).encode("utf-8") headers = { diff --git a/gas/types.py b/gas/types.py index 42bb7d12..d4db3578 100644 --- a/gas/types.py +++ b/gas/types.py @@ -272,6 +272,38 @@ def from_dict(cls, data: dict) -> "DiscriminatorModelMetadata": return cls(id=model_id, block=data["block"]) +@dataclass +class ArtifactTaskSpec: + """Encoding/captioning constraints for a DPS artifact task.""" + + resolution: Optional[str] = None + max_frames: Optional[int] = None + encoding_model: Optional[str] = None + + def to_dict(self) -> dict: + data = { + "resolution": self.resolution, + "max_frames": self.max_frames, + "encoding_model": self.encoding_model, + } + return {key: value for key, value in data.items() if value is not None} + + @classmethod + def from_dict(cls, data: Optional[dict]) -> Optional["ArtifactTaskSpec"]: + if not data: + return None + max_frames = data.get("max_frames") + if max_frames == "": + max_frames = None + return cls( + resolution=data.get("resolution"), + max_frames=int(max_frames) if max_frames is not None else None, + encoding_model=data.get("encoding_model") + or data.get("vae_encoder") + or data.get("model"), + ) + + @dataclass class ArtifactR2Location: """R2 location and scoped credentials for DPS artifact exchange.""" @@ -326,6 +358,7 @@ class ArtifactChainMetadata: task_id: Optional[str] = None artifact_format: Optional[str] = None artifact_hash: Optional[str] = None + artifact_spec: Optional[ArtifactTaskSpec] = None def to_dict(self) -> dict: data = { @@ -336,6 +369,11 @@ def to_dict(self) -> dict: "task_id": self.task_id, "artifact_format": self.artifact_format, "artifact_hash": self.artifact_hash, + "artifact_spec": ( + self.artifact_spec.to_dict() + if self.artifact_spec is not None + else None + ), } return {key: value for key, value in data.items() if value is not None} @@ -363,6 +401,7 @@ def from_dict(cls, data: dict) -> "ArtifactChainMetadata": task_id=data.get("task_id"), artifact_format=data.get("artifact_format"), artifact_hash=data.get("artifact_hash"), + artifact_spec=ArtifactTaskSpec.from_dict(data.get("artifact_spec")), ) diff --git a/neurons/generator/miner.py b/neurons/generator/miner.py index 5c5224dd..172de524 100644 --- a/neurons/generator/miner.py +++ b/neurons/generator/miner.py @@ -21,7 +21,13 @@ from dotenv import load_dotenv from gas.protocol.epistula import get_verifier -from gas.types import ArtifactChainMetadata, ArtifactR2Location, NeuronType, MinerType +from gas.types import ( + ArtifactChainMetadata, + ArtifactR2Location, + ArtifactTaskSpec, + NeuronType, + MinerType, +) from gas.utils import print_info from gas.utils.chain_artifact_metadata_store import ChainArtifactMetadataStore from gas.verification import detect_media_format @@ -538,6 +544,7 @@ async def artifact_task(self, request: Request): task_id = body.get("task_id") role = MinerType((body.get("role") or "").upper()) source = body.get("source") or {} + artifact_spec = ArtifactTaskSpec.from_dict(body.get("artifact_spec")) signed_by = request.headers.get("Epistula-Signed-By") if role != self.miner_type: @@ -548,15 +555,24 @@ async def artifact_task(self, request: Request): if not task_id: return self._error_response("Missing required field: task_id", 400) if source.get("type") != "r2": - source = await self._source_from_validator_commitment(signed_by, role) + source, committed_spec = await self._source_from_validator_commitment( + signed_by, role + ) + artifact_spec = artifact_spec or committed_spec if source.get("type") != "r2": return self._error_response("Artifact source must be type=r2", 400) - processor_result = self._run_artifact_processor(task_id, role, source) + processor_result = self._run_artifact_processor( + task_id, + role, + source, + artifact_spec, + ) output_metadata = self._build_output_metadata( task_id=task_id, role=role, processor_result=processor_result, + artifact_spec=artifact_spec, ) await self.artifact_metadata_store.store_artifact_metadata( self.wallet, @@ -581,7 +597,13 @@ async def artifact_task(self, request: Request): bt.logging.error(traceback.format_exc()) return self._error_response(str(e), 500) - def _run_artifact_processor(self, task_id: str, role: MinerType, source: Dict[str, Any]): + def _run_artifact_processor( + self, + task_id: str, + role: MinerType, + source: Dict[str, Any], + artifact_spec: Optional[ArtifactTaskSpec] = None, + ): command = getattr(self.config.dps_artifact, "processor_command", None) if not command: bt.logging.warning( @@ -601,11 +623,39 @@ def _run_artifact_processor(self, task_id: str, role: MinerType, source: Dict[st "DPS_SOURCE_ENDPOINT_URL": source.get("endpoint_url", ""), "DPS_SOURCE_ACCESS_KEY_ID": source.get("access_key_id", ""), "DPS_SOURCE_SECRET_ACCESS_KEY": source.get("secret_access_key", ""), + "DPS_SOURCE_SESSION_TOKEN": source.get("session_token", ""), + "DPS_SOURCE_REGION": source.get("region", "auto"), + "DPS_ARTIFACT_RESOLUTION": ( + artifact_spec.resolution if artifact_spec else "" + ) or "", + "DPS_ARTIFACT_MAX_FRAMES": ( + str(artifact_spec.max_frames) + if artifact_spec and artifact_spec.max_frames is not None + else "" + ), + "DPS_ARTIFACT_ENCODING_MODEL": ( + artifact_spec.encoding_model if artifact_spec else "" + ) or "", + "DPS_ARTIFACT_VAE_ENCODER": ( + artifact_spec.encoding_model if artifact_spec else "" + ) or "", "DPS_OUTPUT_BUCKET": getattr(self.config.dps_artifact, "output_r2_bucket", "") or "", "DPS_OUTPUT_PREFIX": self._output_prefix(task_id), "DPS_OUTPUT_ENDPOINT_URL": getattr( self.config.dps_artifact, "output_r2_endpoint_url", "" ) or "", + "DPS_OUTPUT_REGION": getattr( + self.config.dps_artifact, "output_r2_region", "auto" + ) or "auto", + "DPS_OUTPUT_WRITE_ACCESS_KEY_ID": getattr( + self.config.dps_artifact, "output_r2_write_access_key_id", "" + ) or "", + "DPS_OUTPUT_WRITE_SECRET_ACCESS_KEY": getattr( + self.config.dps_artifact, "output_r2_write_secret_access_key", "" + ) or "", + "DPS_OUTPUT_WRITE_SESSION_TOKEN": getattr( + self.config.dps_artifact, "output_r2_write_session_token", "" + ) or "", } ) result = subprocess.run( @@ -631,7 +681,7 @@ async def _source_from_validator_commitment( role: MinerType, ): if not validator_hotkey or validator_hotkey not in self.metagraph.hotkeys: - return {} + return {}, None validator_uid = self.metagraph.hotkeys.index(validator_hotkey) metadata = await self.artifact_metadata_store.retrieve_artifact_metadata( uid=validator_uid, @@ -644,18 +694,19 @@ async def _source_from_validator_commitment( expected_kind="dps_input", ) if metadata is None: - return {} + return {}, None source = metadata.r2.to_dict() source["type"] = "r2" if "path" in source and "prefix" not in source: source["prefix"] = source["path"] - return source + return source, metadata.artifact_spec def _build_output_metadata( self, task_id: str, role: MinerType, processor_result: Optional[Dict[str, Any]] = None, + artifact_spec: Optional[ArtifactTaskSpec] = None, ): artifact_config = self.config.dps_artifact processor_result = processor_result or {} @@ -669,6 +720,7 @@ def _build_output_metadata( task_id=task_id, artifact_format=getattr(artifact_config, "output_format", "npz"), artifact_hash=processor_result.get("artifact_hash"), + artifact_spec=artifact_spec, r2=ArtifactR2Location( bucket=bucket, path=processor_result.get("path") or self._output_prefix(task_id), diff --git a/pyproject.toml b/pyproject.toml index 51efbf90..c04f8e67 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,6 +23,7 @@ dependencies = [ "torchvision==0.26.0", #"flash-attn>=2.7.0", "asyncpg==0.30.0", + "boto3>=1.42.0", "httpcore==1.0.9", "httpx==0.28.1", "pyarrow==19.0.1", diff --git a/tests/test_encoder_incentives.py b/tests/test_encoder_incentives.py index dc67d3aa..1ab313c0 100644 --- a/tests/test_encoder_incentives.py +++ b/tests/test_encoder_incentives.py @@ -9,6 +9,7 @@ import numpy as np from gas.artifacts.processor import main as artifact_processor_main +from gas.artifacts.r2_transport import ArtifactR2Transport from gas.evaluation.artifact_verifier import ArtifactVerifier from gas.evaluation.rewards import ( artifact_stats_with_uids, @@ -20,6 +21,7 @@ from gas.types import ( ArtifactChainMetadata, ArtifactR2Location, + ArtifactTaskSpec, ChainMetadataRegistry, DiscriminatorModelId, MinerType, @@ -153,6 +155,11 @@ def test_artifact_task_payload_points_miners_at_r2_source(self): "ignored": None, }, parameters={"expected_output": "encoder"}, + artifact_spec={ + "resolution": "512x512", + "max_frames": 16, + "encoding_model": "stabilityai/sd-vae-ft-mse", + }, ) self.assertEqual(payload["task_id"], "task-1") @@ -164,6 +171,11 @@ def test_artifact_task_payload_points_miners_at_r2_source(self): self.assertEqual(payload["source"]["access_key_id"], "read-key") self.assertEqual(payload["source"]["secret_access_key"], "read-secret") self.assertNotIn("ignored", payload["source"]) + self.assertEqual(payload["artifact_spec"]["resolution"], "512x512") + self.assertEqual(payload["artifact_spec"]["max_frames"], 16) + self.assertEqual( + payload["artifact_spec"]["encoding_model"], "stabilityai/sd-vae-ft-mse" + ) self.assertEqual(payload["parameters"]["expected_output"], "encoder") def test_artifact_chain_metadata_round_trip(self): @@ -173,6 +185,11 @@ def test_artifact_chain_metadata_round_trip(self): task_id="task-1", artifact_format="npz", artifact_hash="sha256:abc", + artifact_spec=ArtifactTaskSpec( + resolution="512x512", + max_frames=16, + encoding_model="vae-a", + ), r2=ArtifactR2Location( bucket="miner-output", path="encodings/task-1/", @@ -190,6 +207,9 @@ def test_artifact_chain_metadata_round_trip(self): self.assertEqual(decoded.role, MinerType.ENCODER) self.assertEqual(decoded.task_id, "task-1") self.assertEqual(decoded.artifact_format, "npz") + self.assertEqual(decoded.artifact_spec.resolution, "512x512") + self.assertEqual(decoded.artifact_spec.max_frames, 16) + self.assertEqual(decoded.artifact_spec.encoding_model, "vae-a") self.assertEqual(decoded.r2.bucket, "miner-output") self.assertEqual(decoded.r2.path, "encodings/task-1/") self.assertEqual(decoded.r2.access_key_id, "validator-read-key") @@ -253,6 +273,9 @@ def test_fake_r2_processor_and_validator_verifier_round_trip(self): "DPS_OUTPUT_ENDPOINT_URL": f"file://{root}", "DPS_OUTPUT_BUCKET": "miner-output", "DPS_OUTPUT_PREFIX": "encodings/task-1", + "DPS_ARTIFACT_RESOLUTION": "512x512", + "DPS_ARTIFACT_MAX_FRAMES": "16", + "DPS_ARTIFACT_ENCODING_MODEL": "vae-a", } ) with redirect_stdout(StringIO()): @@ -266,6 +289,11 @@ def test_fake_r2_processor_and_validator_verifier_round_trip(self): role=MinerType.ENCODER, task_id="task-1", artifact_format="jsonl", + artifact_spec=ArtifactTaskSpec( + resolution="512x512", + max_frames=16, + encoding_model="vae-a", + ), r2=ArtifactR2Location( bucket="miner-output", path="encodings/task-1", @@ -284,6 +312,85 @@ def test_fake_r2_processor_and_validator_verifier_round_trip(self): self.assertEqual(stats["deterministic_correctness_rate"], 1.0) self.assertEqual(stats["penalties"], 0.0) + def test_verifier_rejects_bad_single_artifact_hash(self): + with tempfile.TemporaryDirectory() as tmp: + root = Path(tmp) + output_dir = root / "miner-output" / "encodings" / "task-1" + output_dir.mkdir(parents=True) + (output_dir / "encodings.jsonl").write_text("{}\n") + manifest = { + "artifacts": [ + { + "path": "encodings.jsonl", + "sha256": "sha256:" + + "0" * 64, + "work_units": 3, + } + ] + } + (output_dir / "manifest.json").write_text(json.dumps(manifest)) + + metadata = ArtifactChainMetadata( + kind="dps_output", + role=MinerType.ENCODER, + task_id="task-1", + artifact_hash="sha256:" + "1" * 64, + r2=ArtifactR2Location( + bucket="miner-output", + path="encodings/task-1", + endpoint_url=f"file://{root}", + manifest_key="manifest.json", + ), + ) + + stats = ArtifactVerifier().verify(uid=7, hotkey="hk7", metadata=metadata) + + self.assertEqual(stats["accepted_work_units"], 0) + self.assertEqual(stats["deterministic_correctness_rate"], 0.0) + self.assertEqual(stats["penalties"], 3.0) + + def test_transport_uses_s3_client_for_authenticated_r2(self): + calls = {} + + class Body: + def read(self): + return b"payload" + + class Client: + def get_object(self, Bucket, Key): + calls["get"] = (Bucket, Key) + return {"Body": Body()} + + def put_object(self, Bucket, Key, Body, ContentType): + calls["put"] = (Bucket, Key, Body, ContentType) + + transport = ArtifactR2Transport() + transport._s3_client = lambda **_: Client() + + data = transport.read_object( + endpoint_url="https://abc.r2.cloudflarestorage.com", + bucket="dps", + key="source/manifest.json", + access_key_id="key", + secret_access_key="secret", + ) + transport.write_object( + endpoint_url="https://abc.r2.cloudflarestorage.com", + bucket="out", + key="task/manifest.json", + data=b"{}", + content_type="application/json", + access_key_id="key", + secret_access_key="secret", + ) + + self.assertEqual(data, b"payload") + self.assertEqual(calls["get"], ("dps", "source/manifest.json")) + self.assertEqual( + calls["put"], + ("out", "task/manifest.json", b"{}", "application/json"), + ) + if __name__ == "__main__": unittest.main() diff --git a/uv.lock b/uv.lock index f34110a5..54eabfdb 100644 --- a/uv.lock +++ b/uv.lock @@ -452,6 +452,34 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/8e/0d/52d98722666d6fc6c3dd4c76df339501d6efd40e0ff95e6186a7b7f0befd/black-26.3.1-py3-none-any.whl", hash = "sha256:2bd5aa94fc267d38bb21a70d7410a89f1a1d318841855f698746f8e7f51acd1b", size = 207542, upload-time = "2026-03-12T03:36:01.668Z" }, ] +[[package]] +name = "boto3" +version = "1.43.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "botocore" }, + { name = "jmespath" }, + { name = "s3transfer" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/0a/37/78c630d1308964aa9abf44951d9c4df776546ff37251ec2434944e205c4e/boto3-1.43.6.tar.gz", hash = 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