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Merge pull request #11 from containers/ramalama-list
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Add ramalama list
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rhatdan authored Jul 31, 2024
2 parents b4ea88e + 4813a9a commit 8877f80
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Showing 2 changed files with 87 additions and 20 deletions.
4 changes: 3 additions & 1 deletion ci.sh
Original file line number Diff line number Diff line change
Expand Up @@ -40,7 +40,9 @@ main() {

./ramalama pull tinyllama
./ramalama pull huggingface://afrideva/Tiny-Vicuna-1B-GGUF/tiny-vicuna-1b.q2_k.gguf

./ramalama list | grep tinyllama
./ramalama list | grep tiny-vicuna-1b
./ramalama list | grep NAME
# ramalama list | grep granite-code
# ramalama rm granite-code
}
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103 changes: 84 additions & 19 deletions ramalama
Original file line number Diff line number Diff line change
@@ -1,12 +1,15 @@
#!/usr/bin/python3

import os
import glob
import sys
import subprocess
import json
import hashlib
import shutil
import time
import re
from pathlib import Path

x = False

Expand Down Expand Up @@ -52,17 +55,17 @@ def print_error(*args, **kwargs):
print(*args, file=sys.stderr, **kwargs)


def run_command(args):
def run_cmd(args):
if x:
print(*args)

return subprocess.run(args, check=True, stdout=subprocess.PIPE)


def run_curl_command(args, filename):
def run_curl_cmd(args, filename):
if not verify_checksum(filename):
try:
run_command(args)
run_cmd(args)
except subprocess.CalledProcessError as e:
if e.returncode == 22:
print_error(filename + " not found")
Expand All @@ -72,35 +75,35 @@ def run_curl_command(args, filename):
def pull_ollama_manifest(repos_ollama, manifests, accept, registry_head, model_tag):
os.makedirs(os.path.dirname(manifests), exist_ok=True)
os.makedirs(os.path.join(repos_ollama, "blobs"), exist_ok=True)
curl_command = [
curl_cmd = [
"curl", "-f", "-s", "--header", accept,
"-o", manifests,
f"{registry_head}/manifests/{model_tag}"
]
run_command(curl_command)
run_cmd(curl_cmd)


def pull_ollama_config_blob(repos_ollama, accept, registry_head, manifest_data):
cfg_hash = manifest_data["config"]["digest"]
config_blob_path = os.path.join(repos_ollama, "blobs", cfg_hash)
curl_command = [
curl_cmd = [
"curl", "-f", "-s", "-L", "-C", "-", "--header", accept,
"-o", config_blob_path,
f"{registry_head}/blobs/{cfg_hash}"
]
run_curl_command(curl_command, config_blob_path)
run_curl_cmd(curl_cmd, config_blob_path)


def pull_ollama_blob(repos_ollama, layer_digest, accept, registry_head, ramalama_models, model_name, model_tag, symlink_path):
layer_blob_path = os.path.join(repos_ollama, "blobs", layer_digest)
curl_command = ["curl", "-f", "-L", "-C", "-", "--progress-bar", "--header",
accept, "-o", layer_blob_path, f"{registry_head}/blobs/{layer_digest}"]
run_curl_command(curl_command, layer_blob_path)
curl_cmd = ["curl", "-f", "-L", "-C", "-", "--progress-bar", "--header",
accept, "-o", layer_blob_path, f"{registry_head}/blobs/{layer_digest}"]
run_curl_cmd(curl_cmd, layer_blob_path)
os.makedirs(ramalama_models, exist_ok=True)
relative_target_path = os.path.relpath(
layer_blob_path, start=os.path.dirname(symlink_path))
try:
run_command(["ln", "-sf", relative_target_path, symlink_path])
run_cmd(["ln", "-sf", relative_target_path, symlink_path])
except subprocess.CalledProcessError as e:
print_error(e)
sys.exit(e.returncode)
Expand Down Expand Up @@ -131,7 +134,7 @@ def init_pull(repos_ollama, manifests, accept, registry_head, model_name, model_


def huggingface_download(ramalama_store, model, directory, filename):
return run_command(["huggingface-cli", "download", directory, filename, "--cache-dir", ramalama_store + "/repos/huggingface/.cache", "--local-dir", ramalama_store + "/repos/huggingface"])
return run_cmd(["huggingface-cli", "download", directory, filename, "--cache-dir", ramalama_store + "/repos/huggingface/.cache", "--local-dir", ramalama_store + "/repos/huggingface"])


def pull_huggingface(ramalama_store, model, directory, filename):
Expand All @@ -155,12 +158,71 @@ def mkdirs(ramalama_store):
os.makedirs(full_path, exist_ok=True)


def human_duration(d):
if d < 1:
return "Less than a second"
elif d == 1:
return "1 second"
elif d < 60:
return f"{d} seconds"
elif d < 120:
return "1 minute"
elif d < 3600:
return f"{d // 60} minutes"
elif d < 7200:
return "1 hour"
elif d < 86400:
return f"{d // 3600} hours"
elif d < 172800:
return "1 day"
elif d < 604800:
return f"{d // 86400} days"
elif d < 1209600:
return "1 week"
elif d < 2419200:
return f"{d // 604800} weeks"
elif d < 4838400:
return "1 month"
elif d < 31536000:
return f"{d // 2419200} months"
elif d < 63072000:
return "1 year"
else:
return f"{d // 31536000} years"


def list_files_by_modification():
return sorted(Path().glob('*/*'), key=os.path.getmtime, reverse=True)


def list_cli(ramalama_store):
print(f"{'NAME':<40} {'MODIFIED':<16} {'SIZE':<16}")
mycwd = os.getcwd()
os.chdir(f"{ramalama_store}/models/")
for path in list_files_by_modification():
if path.is_symlink():
name = str(path)
file_epoch = path.lstat().st_mtime
diff = int(time.time() - file_epoch)
modified = human_duration(diff) + " ago"
size = subprocess.run(["du", "-h", str(path.resolve())],
capture_output=True, text=True).stdout.split()[0]
print(f"{name:<40} {modified:<16} {size:<16}")
os.chdir(mycwd)


def pull_cli(ramalama_store, args):
if len(args) < 1:
usage()

mkdirs(ramalama_store)
model = args.pop(0)

# Use glob to find files matching the pattern
matching_files = glob.glob(f"{ramalama_store}/models/*/{model}")
if matching_files:
return matching_files[0]

if model.startswith("huggingface://"):
model = re.sub(r'^huggingface://', '', model)
directory, filename = model.rsplit('/', 1)
Expand All @@ -170,7 +232,7 @@ def pull_cli(ramalama_store, args):
relative_target_path = os.path.relpath(
gguf_path.rstrip(), start=os.path.dirname(symlink_path))
try:
run_command(["ln", "-sf", relative_target_path, symlink_path])
run_cmd(["ln", "-sf", relative_target_path, symlink_path])
except subprocess.CalledProcessError as e:
print_error(e)
sys.exit(e.returncode)
Expand Down Expand Up @@ -225,6 +287,7 @@ def usage():
print(" run MODEL Run a model")
print(" pull MODEL Pull a model")
print(" serve MODEL Serve a model")
print(" list List models")
sys.exit(1)


Expand All @@ -242,8 +305,8 @@ def in_container():
return False


def available(command):
return shutil.which(command) is not None
def available(cmd):
return shutil.which(cmd) is not None


def select_container_manager():
Expand All @@ -268,13 +331,15 @@ def main(args):
if len(args) < 1:
usage()

command = args.pop(0)
if command == "pull":
cmd = args.pop(0)
if cmd == "pull":
pull_cli(ramalama_store, args)
elif command == "run":
elif cmd == "run":
run_cli(ramalama_store, args)
elif command == "serve":
elif cmd == "serve":
serve_cli(ramalama_store, args)
elif cmd in ("list", "ls"):
list_cli(ramalama_store)
else:
usage()

Expand Down

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