mirror of
https://github.com/mudler/LocalAI.git
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127 lines
4.2 KiB
Bash
127 lines
4.2 KiB
Bash
#!/bin/bash
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# This scripts needs yq and huggingface_hub to be installed
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# to install hugingface_hub run pip install huggingface_hub
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# Path to the input YAML file
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input_yaml=$1
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# Function to download file and check checksum using Python
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function check_and_update_checksum() {
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model_name="$1"
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file_name="$2"
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uri="$3"
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old_checksum="$4"
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idx="$5"
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# Download the file and calculate new checksum using Python
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new_checksum=$(python3 -c "
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import hashlib
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from huggingface_hub import hf_hub_download, get_paths_info
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import requests
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import sys
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import os
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uri = '$uri'
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file_name = uri.split('/')[-1]
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# Function to parse the URI and determine download method
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# Function to parse the URI and determine download method
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def parse_uri(uri):
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if uri.startswith('huggingface://'):
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repo_id = uri.split('://')[1]
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return 'huggingface', repo_id.rsplit('/', 1)[0]
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elif 'huggingface.co' in uri:
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parts = uri.split('/resolve/')
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if len(parts) > 1:
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repo_path = parts[0].split('https://huggingface.co/')[-1]
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return 'huggingface', repo_path
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return 'direct', uri
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def calculate_sha256(file_path):
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sha256_hash = hashlib.sha256()
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with open(file_path, 'rb') as f:
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for byte_block in iter(lambda: f.read(4096), b''):
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sha256_hash.update(byte_block)
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return sha256_hash.hexdigest()
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download_type, repo_id_or_url = parse_uri(uri)
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new_checksum = None
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# Decide download method based on URI type
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if download_type == 'huggingface':
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# Use HF API to pull sha
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for file in get_paths_info(repo_id_or_url, [file_name], repo_type='model'):
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try:
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new_checksum = file.lfs.sha256
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break
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except Exception as e:
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print(f'Error from Hugging Face Hub: {str(e)}', file=sys.stderr)
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sys.exit(2)
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if new_checksum is None:
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try:
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file_path = hf_hub_download(repo_id=repo_id_or_url, filename=file_name)
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except Exception as e:
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print(f'Error from Hugging Face Hub: {str(e)}', file=sys.stderr)
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sys.exit(2)
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else:
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response = requests.get(repo_id_or_url)
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if response.status_code == 200:
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with open(file_name, 'wb') as f:
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f.write(response.content)
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file_path = file_name
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elif response.status_code == 404:
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print(f'File not found: {response.status_code}', file=sys.stderr)
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sys.exit(2)
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else:
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print(f'Error downloading file: {response.status_code}', file=sys.stderr)
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sys.exit(1)
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if new_checksum is None:
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new_checksum = calculate_sha256(file_path)
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print(new_checksum)
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os.remove(file_path)
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else:
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print(new_checksum)
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")
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if [[ "$new_checksum" == "" ]]; then
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echo "Error calculating checksum for $file_name. Skipping..."
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return
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fi
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echo "Checksum for $file_name: $new_checksum"
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# Compare and update the YAML file if checksums do not match
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result=$?
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if [[ $result -eq 2 ]]; then
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echo "File not found, deleting entry for $file_name..."
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# yq eval -i "del(.[$idx].files[] | select(.filename == \"$file_name\"))" "$input_yaml"
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elif [[ "$old_checksum" != "$new_checksum" ]]; then
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echo "Checksum mismatch for $file_name. Updating..."
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yq eval -i "del(.[$idx].files[] | select(.filename == \"$file_name\").sha256)" "$input_yaml"
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yq eval -i "(.[$idx].files[] | select(.filename == \"$file_name\")).sha256 = \"$new_checksum\"" "$input_yaml"
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elif [[ $result -ne 0 ]]; then
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echo "Error downloading file $file_name. Skipping..."
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else
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echo "Checksum match for $file_name. No update needed."
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fi
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}
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# Read the YAML and process each file
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len=$(yq eval '. | length' "$input_yaml")
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for ((i=0; i<$len; i++))
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do
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name=$(yq eval ".[$i].name" "$input_yaml")
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files_len=$(yq eval ".[$i].files | length" "$input_yaml")
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for ((j=0; j<$files_len; j++))
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do
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filename=$(yq eval ".[$i].files[$j].filename" "$input_yaml")
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uri=$(yq eval ".[$i].files[$j].uri" "$input_yaml")
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checksum=$(yq eval ".[$i].files[$j].sha256" "$input_yaml")
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echo "Checking model $name, file $filename. URI = $uri, Checksum = $checksum"
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check_and_update_checksum "$name" "$filename" "$uri" "$checksum" "$i"
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done
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done
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