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https://github.com/open-webui/open-webui
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refac: better migration script
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commit
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@ -30,6 +30,8 @@ import peewee as pw
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from peewee_migrate import Migrator
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import json
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from utils.misc import parse_ollama_modelfile
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with suppress(ImportError):
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import playhouse.postgres_ext as pw_pext
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@ -64,13 +66,16 @@ def migrate_modelfile_to_model(migrator: Migrator, database: pw.Database):
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}
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)
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info = parse_ollama_modelfile(modelfile.modelfile.get("content"))
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# Insert the processed data into the 'model' table
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Model.create(
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id=modelfile.tag_name,
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user_id=modelfile.user_id,
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base_model_id=info.get("base_model_id"),
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name=modelfile.modelfile.get("title"),
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meta=meta,
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params="{}",
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params=json.dumps(info.get("params", {})),
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created_at=modelfile.timestamp,
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updated_at=modelfile.timestamp,
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)
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@ -1,5 +1,6 @@
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from pathlib import Path
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import hashlib
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import json
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import re
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from datetime import timedelta
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from typing import Optional
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@ -110,3 +111,76 @@ def parse_duration(duration: str) -> Optional[timedelta]:
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total_duration += timedelta(weeks=number)
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return total_duration
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def parse_ollama_modelfile(model_text):
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parameters_meta = {
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"mirostat": int,
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"mirostat_eta": float,
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"mirostat_tau": float,
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"num_ctx": int,
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"repeat_last_n": int,
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"repeat_penalty": float,
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"temperature": float,
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"seed": int,
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"stop": str,
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"tfs_z": float,
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"num_predict": int,
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"top_k": int,
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"top_p": float,
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}
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data = {"base_model_id": None, "params": {}}
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# Parse base model
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base_model_match = re.search(
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r"^FROM\s+(\w+)", model_text, re.MULTILINE | re.IGNORECASE
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)
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if base_model_match:
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data["base_model_id"] = base_model_match.group(1)
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# Parse template
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template_match = re.search(
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r'TEMPLATE\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE
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)
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if template_match:
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data["params"] = {"template": template_match.group(1).strip()}
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# Parse stops
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stops = re.findall(r'PARAMETER stop "(.*?)"', model_text, re.IGNORECASE)
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if stops:
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data["params"]["stop"] = stops
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# Parse other parameters from the provided list
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for param, param_type in parameters_meta.items():
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param_match = re.search(rf"PARAMETER {param} (.+)", model_text, re.IGNORECASE)
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if param_match:
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value = param_match.group(1)
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if param_type == int:
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value = int(value)
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elif param_type == float:
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value = float(value)
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data["params"][param] = value
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# Parse adapter
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adapter_match = re.search(r"ADAPTER (.+)", model_text, re.IGNORECASE)
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if adapter_match:
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data["params"]["adapter"] = adapter_match.group(1)
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# Parse system description
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system_desc_match = re.search(
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r'SYSTEM\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE
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)
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if system_desc_match:
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data["params"]["system"] = system_desc_match.group(1).strip()
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# Parse messages
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messages = []
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message_matches = re.findall(r"MESSAGE (\w+) (.+)", model_text, re.IGNORECASE)
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for role, content in message_matches:
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messages.append({"role": role, "content": content})
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if messages:
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data["params"]["messages"] = messages
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return data
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@ -139,7 +139,7 @@
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</div>
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<div class=" flex-1 self-center">
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<div class=" font-bold capitalize">{model.name}</div>
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<div class=" font-bold capitalize line-clamp-1">{model.name}</div>
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<div class=" text-sm overflow-hidden text-ellipsis line-clamp-1">
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{model?.info?.meta?.description ?? model.id}
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</div>
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