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__init__.py
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__init__.py
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"""Utility functions for services."""
import hashlib
import os
import shutil
import stat
import subprocess
import urllib.parse
from dataclasses import asdict, is_dataclass
from datetime import datetime, timedelta
from enum import Enum
from pathlib import Path
from typing import List
from urllib.parse import urljoin
import click
import jwt
from latch_sdk_config.user import user_config
from latch_cli.constants import latch_constants
from latch_cli.tinyrequests import get
# todo(ayush): need a better way to check if "latch" has been appended to urllib
if "latch" not in urllib.parse.uses_netloc:
urllib.parse.uses_netloc.append("latch")
urllib.parse.uses_relative.append("latch")
def urljoins(*args: str, dir: bool = False) -> str:
"""Construct a URL by appending paths
Paths are always joined, with extra `/`s added if missing. Does not allow
overriding basenames as opposed to normal `urljoin`. Whether the final
path ends in a `/` is still significant and will be preserved in the output
>>> urljoin("latch:///directory/", "another_directory")
latch:///directory/another_directory
>>> # No slash means "another_directory" is treated as a filename
>>> urljoin(urljoin("latch:///directory/", "another_directory"), "file")
latch:///directory/file
>>> # Unintentionally overrode the filename
>>> urljoins("latch:///directory/", "another_directory", "file")
latch:///directory/another_directory/file
>>> # Joined paths as expected
Args:
args: Paths to join
dir: If true, ensure the output ends with a `/`
"""
res = args[0]
for x in args[1:]:
if res[-1] != "/":
res = f"{res}/"
res = urljoin(res, x)
if dir and res[-1] != "/":
res = f"{res}/"
return res
class AuthenticationError(RuntimeError): ...
def get_auth_header() -> str:
sdk_token = user_config.token
execution_token = os.environ.get("FLYTE_INTERNAL_EXECUTION_ID")
if sdk_token is not None and sdk_token != "":
header = f"Latch-SDK-Token {sdk_token}"
elif execution_token is not None:
header = f"Latch-Execution-Token {execution_token}"
else:
raise AuthenticationError("Unable to find authentication credentials.")
return header
def retrieve_or_login() -> str:
"""Returns a valid JWT to access Latch, prompting a login flow if needed.
Returns:
A JWT
"""
from latch_cli.services.login import login
token = user_config.token
if token == "":
token = login()
return token
def current_workspace() -> str:
ws = user_config.workspace_id
if ws == "":
ws = account_id_from_token(retrieve_or_login())
user_config.update_workspace(ws, "Personal Workspace")
return ws
def sub_from_jwt(token: str) -> str:
"""Extract a user sub (UUID) from a JWT minted by auth0.
Args:
token: JWT
Returns:
The user sub contained within the JWT.
"""
payload = jwt.decode(token, options={"verify_signature": False})
try:
sub = payload["sub"]
except KeyError:
raise ValueError(
"Provided token lacks a user sub in the data payload"
" and is not a valid token."
)
return sub
def account_id_from_token(token: str) -> str:
"""Exchanges a valid JWT for a Latch account ID.
Latch account IDs are needed for any user-specific request, eg. register
workflows or copy files to Latch.
Args:
token: JWT
Returns:
A Latch account ID (UUID).
"""
decoded_jwt = jwt.decode(token, options={"verify_signature": False})
try:
return decoded_jwt.get("id")
except KeyError as e:
raise ValueError("Your Latch access token is malformed") from e
def _normalize_remote_path(remote_path: str):
if remote_path.startswith("latch://"):
remote_path = remote_path[len("latch://") :]
if (
not remote_path.startswith("/")
and not remote_path.startswith("shared")
and not remote_path.startswith("account")
):
remote_path = f"/{remote_path}"
return remote_path
def _si_number_strings(num):
for unit in ["", "k", "M", "G", "T", "P", "E", "Z"]:
if abs(num) < 1000:
# `rstrip` remoes trailing zeroes
return f"{num:3.1f}".rstrip("0").rstrip("."), unit
num /= 1000
return f"{num:.1f}", "Yi"
def with_si_suffix(num, suffix="B", styled=False):
num, unit = _si_number_strings(num)
if styled:
import click
return click.style(num, fg="bright_green", bold=True) + click.style(
f"{unit}{suffix}", fg="green"
)
return f"{num}{unit}{suffix}"
def hash_directory(dir_path: Path) -> str:
# todo(maximsmol): store per-file hashes to show which files triggered a version change
click.secho("Calculating workflow version based on file content hash", bold=True)
click.secho(" Disable with --disable-auto-version/-d", italic=True, dim=True)
m = hashlib.new("sha256")
m.update(current_workspace().encode("utf-8"))
ignore_file = dir_path / ".dockerignore"
exclude: List[str] = ["/.latch", ".git"]
try:
with ignore_file.open("r") as f:
click.secho(" Using .dockerignore", italic=True)
for l in f:
l = l.strip()
if l == "":
continue
if l[0] == "#":
continue
exclude.append(l)
except FileNotFoundError: ...
from docker.utils import exclude_paths
paths = list(exclude_paths(dir_path, exclude))
paths.sort()
for item in paths:
p = Path(dir_path / item)
p_stat = p.stat()
if stat.S_ISDIR(p_stat.st_mode):
m.update(p.name.encode("utf-8"))
continue
m.update(p.name.encode("utf-8"))
file_size = p_stat.st_size
if not stat.S_ISREG(p_stat.st_mode):
click.secho(
f"{p.relative_to(dir_path.resolve())} is not a regular file."
" Ignoring contents",
fg="yellow",
bold=True,
)
continue
if file_size > latch_constants.file_max_size:
click.secho(
f"{p.relative_to(dir_path.resolve())} is too large"
f" ({with_si_suffix(file_size)}) to checksum. Ignoring contents",
fg="yellow",
bold=True,
)
continue
m.update(p.read_bytes())
return m.hexdigest()
def generate_temporary_ssh_credentials(ssh_key_path: Path) -> str:
# check if there is already a valid key at that path, and if so, use that
# otherwise, if its not valid, remove it
if ssh_key_path.exists():
try:
# check if file is valid + print out a fingerprint for the key
cmd = ["ssh-keygen", "-l", "-f", ssh_key_path]
valid_private_key = subprocess.run(cmd, check=True, capture_output=True)
cmd = ["ssh-keygen", "-l", "-f", ssh_key_path.with_suffix(".pub")]
valid_public_key = subprocess.run(cmd, check=True, capture_output=True)
if valid_private_key.stdout != valid_public_key.stdout:
raise
# if both files are valid and their fingerprints match, use them instead of generating a new pair
print(f"Found existing key pair at {ssh_key_path}.")
except:
print(f"Found malformed key-pair at {ssh_key_path}. Overwriting.")
ssh_key_path.unlink(missing_ok=True)
ssh_key_path.with_suffix(".pub").unlink(missing_ok=True)
# generate private key
if not ssh_key_path.exists():
ssh_key_path.parent.mkdir(parents=True, exist_ok=True)
cmd = ["ssh-keygen", "-f", ssh_key_path, "-N", "", "-q"]
try:
subprocess.run(cmd, check=True)
except subprocess.CalledProcessError as e:
raise ValueError(
"There was a problem creating temporary SSH credentials. Please ensure"
" that `ssh-keygen` is installed and available in your PATH."
) from e
os.chmod(ssh_key_path, 0o700)
# make key available to ssh-agent daemon
cmd = ["ssh-add", ssh_key_path]
try:
subprocess.run(cmd, check=True, stderr=subprocess.DEVNULL)
except subprocess.CalledProcessError as e:
raise ValueError(
"There was an issue adding temporary SSH credentials to your SSH Agent."
" Please ensure that your SSH Agent is running"
) from e
# decode private key into public key
cmd = ["ssh-keygen", "-y", "-f", ssh_key_path]
try:
out = subprocess.run(cmd, check=True, capture_output=True)
except subprocess.CalledProcessError as e:
raise ValueError(
"There was a problem decoding your temporary credentials. Please ensure"
" that `ssh-keygen` is installed and available in your PATH."
) from e
public_key = out.stdout.decode("utf-8").strip("\n")
return public_key
def get_local_package_version() -> str:
try:
from importlib import metadata
except ImportError:
import importlib_metadata as metadata
return metadata.version(latch_constants.pkg_name)
def get_latest_package_version_request() -> str:
cache_location = user_config.root / "cached_version"
resp = get(f"https://pypi.org/pypi/{latch_constants.pkg_name}/json")
version = resp.json()["info"]["version"]
with open(cache_location, "w") as f:
f.write(f"{version} {datetime.now().isoformat()}")
return version
def get_latest_package_version() -> str:
version = None
cache_location = user_config.root / "cached_version"
try:
with open(cache_location, "r") as f:
version, timestamp = f.read().split(" ")
if datetime.now() > datetime.fromisoformat(timestamp) + timedelta(days=1):
version = get_latest_package_version_request()
except FileNotFoundError:
version = get_latest_package_version_request()
return version
class TemporarySSHCredentials:
def __init__(self, ssh_key_path: Path):
self._ssh_key_path = ssh_key_path
self._public_key = None
def generate(self):
if self._public_key is not None:
return
self._public_key = generate_temporary_ssh_credentials(self._ssh_key_path)
def cleanup(self):
if (
self._ssh_key_path.exists()
and self._ssh_key_path.with_suffix(".pub").exists()
):
subprocess.run(
["ssh-add", "-d", self._ssh_key_path],
check=True,
capture_output=True,
)
self._ssh_key_path.unlink(missing_ok=True)
self._ssh_key_path.with_suffix(".pub").unlink(missing_ok=True)
@property
def public_key(self):
self.generate()
return self._public_key
@property
def private_key(self):
self.generate()
with open(self._ssh_key_path, "r") as f:
return f.read()
def __enter__(self):
self.generate()
return self
def __exit__(self, type, value, traceback):
self.cleanup()
class WorkflowType(Enum):
latchbiosdk = "latchbiosdk"
snakemake = "snakemake"
def identifier_suffix_from_str(x: str) -> str:
res = ""
for c in x:
res += c if f"_{c}".isidentifier() else "_"
return res
def identifier_from_str(x: str) -> str:
return (x[0] if x[0].isidentifier() else "_") + identifier_suffix_from_str(x[1:])
def get_parameter_json_value(v):
if is_dataclass(v):
return asdict(v)
elif isinstance(v, Enum):
return v.value
elif isinstance(v, list):
return [get_parameter_json_value(x) for x in v]
elif isinstance(v, dict):
return {k: get_parameter_json_value(x) for k, x in v.items()}
else:
return v
def check_exists_and_rename(old: Path, new: Path):
if not new.exists():
os.renames(old, new)
return
if old.is_file():
if new.is_file():
print(f"Warning: A file already exists at {new} and will be overwritten.")
os.renames(old, new)
return
print(
f"Warning: {old} is a file but {new} is not. Everything within {new} will"
" be overwritten."
)
shutil.rmtree(new)
os.renames(old, new)
return
if new.is_file():
print(
f"Warning: {old} is a directory but {new} is not. {new} will be"
" overwritten."
)
shutil.rmtree(new)
os.renames(old, new)
return
for sub in old.iterdir():
check_exists_and_rename(sub, new / sub.name)