Vehicle-Anti-Theft-Face-Recognition-System/venv/Lib/site-packages/nbformat/sign.py

"""Utilities for signing notebooks"""

# Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.

from collections import OrderedDict
from contextlib import contextmanager
from datetime import datetime
import hashlib
from hmac import HMAC
import io
import os
import sys

try:
    import sqlite3
except ImportError:
    try:
        from pysqlite2 import dbapi2 as sqlite3
    except ImportError:
        sqlite3 = None

from ipython_genutils.py3compat import cast_bytes, cast_unicode
from traitlets import (
    Instance, Bytes, Enum, Any, Unicode, Bool, Integer, TraitType,
    default, observe,
)
from traitlets.config import LoggingConfigurable, MultipleInstanceError
from jupyter_core.application import JupyterApp, base_flags

from . import read, reads, NO_CONVERT, __version__
from ._compat import encodebytes

try:
    # Python 3
    algorithms = hashlib.algorithms_guaranteed
    # shake algorithms in py36 are not compatible with hmac
    # due to required length argument in digests
    algorithms = [ a for a in algorithms if not a.startswith('shake_') ]
except AttributeError:
    algorithms = hashlib.algorithms


# This has been added to traitlets, but is not released as of traitlets 4.3.1,
# so a copy is included here for now.
class Callable(TraitType):
    """A trait which is callable.

    Notes
    -----
    Classes are callable, as are instances
    with a __call__() method."""

    info_text = 'a callable'

    def validate(self, obj, value):
        if callable(value):
            return value
        else:
            self.error(obj, value)


class SignatureStore(object):
    """Base class for a signature store."""
    def store_signature(self, digest, algorithm):
        """Implement in subclass to store a signature.

        Should not raise if the signature is already stored.
        """
        raise NotImplementedError

    def check_signature(self, digest, algorithm):
        """Implement in subclass to check if a signature is known.

        Return True for a known signature, False for unknown.
        """
        raise NotImplementedError

    def remove_signature(self, digest, algorithm):
        """Implement in subclass to delete a signature.

        Should not raise if the signature is not stored.
        """
        raise NotImplementedError

    def close(self):
        """Close any open connections this store may use.

        If the store maintains any open connections (e.g. to a database),
        they should be closed.
        """
        pass


class MemorySignatureStore(SignatureStore):
    """Non-persistent storage of signatures in memory.
    """
    cache_size = 65535
    def __init__(self):
        # We really only want an ordered set, but the stdlib has OrderedDict,
        # and it's easy to use a dict as a set.
        self.data = OrderedDict()

    def store_signature(self, digest, algorithm):
        key = (digest, algorithm)
        # Pop it so it goes to the end when we reinsert it
        self.data.pop(key, None)
        self.data[key] = None

        self._maybe_cull()

    def _maybe_cull(self):
        """If more than cache_size signatures are stored, delete the oldest 25%
        """
        if len(self.data) < self.cache_size:
            return

        for _ in range(len(self.data) // 4):
            self.data.popitem(last=False)

    def check_signature(self, digest, algorithm):
        key = (digest, algorithm)
        if key in self.data:
            # Move it to the end (.move_to_end() method is new in Py3)
            del self.data[key]
            self.data[key] = None
            return True
        return False

    def remove_signature(self, digest, algorithm):
        self.data.pop((digest, algorithm), None)

class SQLiteSignatureStore(SignatureStore, LoggingConfigurable):
    """Store signatures in an SQLite database.
    """
    # 64k entries ~ 12MB
    cache_size = Integer(65535,
        help="""The number of notebook signatures to cache.
        When the number of signatures exceeds this value,
        the oldest 25% of signatures will be culled.
        """
    ).tag(config=True)

    def __init__(self, db_file, **kwargs):
        super(SQLiteSignatureStore, self).__init__(**kwargs)
        self.db_file = db_file
        self.db = self._connect_db(db_file)

    def close(self):
        if self.db is not None:
            self.db.close()

    def _connect_db(self, db_file):
        kwargs = dict(
            detect_types=sqlite3.PARSE_DECLTYPES | sqlite3.PARSE_COLNAMES)
        db = None
        try:
            db = sqlite3.connect(db_file, **kwargs)
            self.init_db(db)
        except (sqlite3.DatabaseError, sqlite3.OperationalError):
            if db_file != ':memory:':
                old_db_location = db_file + ".bak"
                if db is not None:
                    db.close()
                self.log.warning(
                    ("The signatures database cannot be opened; maybe it is corrupted or encrypted. "
                     "You may need to rerun your notebooks to ensure that they are trusted to run Javascript. "
                     "The old signatures database has been renamed to %s and a new one has been created."),
                    old_db_location)
                try:
                    os.rename(db_file, old_db_location)
                    db = sqlite3.connect(db_file, **kwargs)
                    self.init_db(db)
                except (sqlite3.DatabaseError, sqlite3.OperationalError, OSError):
                    if db is not None:
                        db.close()
                    self.log.warning(
                        ("Failed commiting signatures database to disk. "
                         "You may need to move the database file to a non-networked file system, "
                         "using config option `NotebookNotary.db_file`. "
                         "Using in-memory signatures database for the remainder of this session."))
                    self.db_file = ':memory:'
                    db = sqlite3.connect(':memory:', **kwargs)
                    self.init_db(db)
            else:
                raise
        return db

    def init_db(self, db):
        db.execute("""
            CREATE TABLE IF NOT EXISTS nbsignatures
            (
                id integer PRIMARY KEY AUTOINCREMENT,
                algorithm text,
                signature text,
                path text,
                last_seen timestamp
            )""")
        db.execute("""
            CREATE INDEX IF NOT EXISTS algosig ON nbsignatures(algorithm, signature)
            """)
        db.commit()

    def store_signature(self, digest, algorithm):
        if self.db is None:
            return
        if not self.check_signature(digest, algorithm):
            self.db.execute("""
                INSERT INTO nbsignatures (algorithm, signature, last_seen)
                VALUES (?, ?, ?)
                """, (algorithm, digest, datetime.utcnow())
            )
        else:
            self.db.execute("""UPDATE nbsignatures SET last_seen = ? WHERE
                algorithm = ? AND
                signature = ?;
                """, (datetime.utcnow(), algorithm, digest)
            )
        self.db.commit()

        # Check size and cull old entries if necessary
        n, = self.db.execute("SELECT Count(*) FROM nbsignatures").fetchone()
        if n > self.cache_size:
            self.cull_db()

    def check_signature(self, digest, algorithm):
        if self.db is None:
            return False
        r = self.db.execute("""SELECT id FROM nbsignatures WHERE
            algorithm = ? AND
            signature = ?;
            """, (algorithm, digest)).fetchone()
        if r is None:
            return False
        self.db.execute("""UPDATE nbsignatures SET last_seen = ? WHERE
            algorithm = ? AND
            signature = ?;
            """,
                        (datetime.utcnow(), algorithm, digest),
                        )
        self.db.commit()
        return True

    def remove_signature(self, digest, algorithm):
        self.db.execute("""DELETE FROM nbsignatures WHERE
                algorithm = ? AND
                signature = ?;
            """,
            (algorithm, digest)
        )

        self.db.commit()

    def cull_db(self):
        """Cull oldest 25% of the trusted signatures when the size limit is reached"""
        self.db.execute("""DELETE FROM nbsignatures WHERE id IN (
            SELECT id FROM nbsignatures ORDER BY last_seen DESC LIMIT -1 OFFSET ?
        );
        """, (max(int(0.75 * self.cache_size), 1),))


def yield_everything(obj):
    """Yield every item in a container as bytes

    Allows any JSONable object to be passed to an HMAC digester
    without having to serialize the whole thing.
    """
    if isinstance(obj, dict):
        for key in sorted(obj):
            value = obj[key]
            yield cast_bytes(key)
            for b in yield_everything(value):
                yield b
    elif isinstance(obj, (list, tuple)):
        for element in obj:
            for b in yield_everything(element):
                yield b
    elif isinstance(obj, str):
        yield obj.encode('utf8')
    else:
        yield str(obj).encode('utf8')

def yield_code_cells(nb):
    """Iterator that yields all cells in a notebook

    nbformat version independent
    """
    if nb.nbformat >= 4:
        for cell in nb['cells']:
            if cell['cell_type'] == 'code':
                yield cell
    elif nb.nbformat == 3:
        for ws in nb['worksheets']:
            for cell in ws['cells']:
                if cell['cell_type'] == 'code':
                    yield cell

@contextmanager
def signature_removed(nb):
    """Context manager for operating on a notebook with its signature removed

    Used for excluding the previous signature when computing a notebook's signature.
    """
    save_signature = nb['metadata'].pop('signature', None)
    try:
        yield
    finally:
        if save_signature is not None:
            nb['metadata']['signature'] = save_signature


class NotebookNotary(LoggingConfigurable):
    """A class for computing and verifying notebook signatures."""

    data_dir = Unicode()
    @default('data_dir')
    def _data_dir_default(self):
        app = None
        try:
            if JupyterApp.initialized():
                app = JupyterApp.instance()
        except MultipleInstanceError:
            pass
        if app is None:
            # create an app, without the global instance
            app = JupyterApp()
            app.initialize(argv=[])
        return app.data_dir

    store_factory = Callable(
         help="""A callable returning the storage backend for notebook signatures.
         The default uses an SQLite database.""").tag(config=True)

    @default('store_factory')
    def _store_factory_default(self):
        def factory():
            if sqlite3 is None:
                self.log.warning("Missing SQLite3, all notebooks will be untrusted!")
                return MemorySignatureStore()
            return SQLiteSignatureStore(self.db_file)
        return factory

    db_file = Unicode(
        help="""The sqlite file in which to store notebook signatures.
        By default, this will be in your Jupyter data directory.
        You can set it to ':memory:' to disable sqlite writing to the filesystem.
        """).tag(config=True)

    @default('db_file')
    def _db_file_default(self):
        if not self.data_dir:
            return ':memory:'
        return os.path.join(self.data_dir, u'nbsignatures.db')

    algorithm = Enum(algorithms, default_value='sha256',
        help="""The hashing algorithm used to sign notebooks."""
    ).tag(config=True)
    @observe('algorithm')
    def _algorithm_changed(self, change):
        self.digestmod = getattr(hashlib, change.new)

    digestmod = Any()
    @default('digestmod')
    def _digestmod_default(self):
        return getattr(hashlib, self.algorithm)

    secret_file = Unicode(
        help="""The file where the secret key is stored."""
    ).tag(config=True)
    @default('secret_file')
    def _secret_file_default(self):
        if not self.data_dir:
            return ''
        return os.path.join(self.data_dir, 'notebook_secret')

    secret = Bytes(
        help="""The secret key with which notebooks are signed."""
    ).tag(config=True)
    @default('secret')
    def _secret_default(self):
        # note : this assumes an Application is running
        if os.path.exists(self.secret_file):
            with io.open(self.secret_file, 'rb') as f:
                return f.read()
        else:
            secret = encodebytes(os.urandom(1024))
            self._write_secret_file(secret)
            return secret

    def __init__(self, **kwargs):
        super(NotebookNotary, self).__init__(**kwargs)
        self.store = self.store_factory()

    def _write_secret_file(self, secret):
        """write my secret to my secret_file"""
        self.log.info("Writing notebook-signing key to %s", self.secret_file)
        with io.open(self.secret_file, 'wb') as f:
            f.write(secret)
        try:
            os.chmod(self.secret_file, 0o600)
        except OSError:
            self.log.warning(
                "Could not set permissions on %s",
                self.secret_file
            )
        return secret

    def compute_signature(self, nb):
        """Compute a notebook's signature

        by hashing the entire contents of the notebook via HMAC digest.
        """
        hmac = HMAC(self.secret, digestmod=self.digestmod)
        # don't include the previous hash in the content to hash
        with signature_removed(nb):
            # sign the whole thing
            for b in yield_everything(nb):
                hmac.update(b)

        return hmac.hexdigest()

    def check_signature(self, nb):
        """Check a notebook's stored signature

        If a signature is stored in the notebook's metadata,
        a new signature is computed and compared with the stored value.

        Returns True if the signature is found and matches, False otherwise.

        The following conditions must all be met for a notebook to be trusted:
        - a signature is stored in the form 'scheme:hexdigest'
        - the stored scheme matches the requested scheme
        - the requested scheme is available from hashlib
        - the computed hash from notebook_signature matches the stored hash
        """
        if nb.nbformat < 3:
            return False
        signature = self.compute_signature(nb)
        return self.store.check_signature(signature, self.algorithm)

    def sign(self, nb):
        """Sign a notebook, indicating that its output is trusted on this machine

        Stores hash algorithm and hmac digest in a local database of trusted notebooks.
        """
        if nb.nbformat < 3:
            return
        signature = self.compute_signature(nb)
        self.store.store_signature(signature, self.algorithm)

    def unsign(self, nb):
        """Ensure that a notebook is untrusted

        by removing its signature from the trusted database, if present.
        """
        signature = self.compute_signature(nb)
        self.store.remove_signature(signature, self.algorithm)

    def mark_cells(self, nb, trusted):
        """Mark cells as trusted if the notebook's signature can be verified

        Sets ``cell.metadata.trusted = True | False`` on all code cells,
        depending on the *trusted* parameter. This will typically be the return
        value from ``self.check_signature(nb)``.

        This function is the inverse of check_cells
        """
        if nb.nbformat < 3:
            return

        for cell in yield_code_cells(nb):
            cell['metadata']['trusted'] = trusted

    def _check_cell(self, cell, nbformat_version):
        """Do we trust an individual cell?

        Return True if:

        - cell is explicitly trusted
        - cell has no potentially unsafe rich output

        If a cell has no output, or only simple print statements,
        it will always be trusted.
        """
        # explicitly trusted
        if cell['metadata'].pop("trusted", False):
            return True

        # explicitly safe output
        if nbformat_version >= 4:
            unsafe_output_types = ['execute_result', 'display_data']
            safe_keys = {"output_type", "execution_count", "metadata"}
        else: # v3
            unsafe_output_types = ['pyout', 'display_data']
            safe_keys = {"output_type", "prompt_number", "metadata"}

        for output in cell['outputs']:
            output_type = output['output_type']
            if output_type in unsafe_output_types:
                # if there are any data keys not in the safe whitelist
                output_keys = set(output)
                if output_keys.difference(safe_keys):
                    return False

        return True

    def check_cells(self, nb):
        """Return whether all code cells are trusted.

        A cell is trusted if the 'trusted' field in its metadata is truthy, or
        if it has no potentially unsafe outputs.
        If there are no code cells, return True.

        This function is the inverse of mark_cells.
        """
        if nb.nbformat < 3:
            return False
        trusted = True
        for cell in yield_code_cells(nb):
            # only distrust a cell if it actually has some output to distrust
            if not self._check_cell(cell, nb.nbformat):
                trusted = False

        return trusted


trust_flags = {
    'reset' : (
        {'TrustNotebookApp' : { 'reset' : True}},
        """Delete the trusted notebook cache.
        All previously signed notebooks will become untrusted.
        """
    ),
}
trust_flags.update(base_flags)


class TrustNotebookApp(JupyterApp):
    version = __version__
    description="""Sign one or more Jupyter notebooks with your key,
    to trust their dynamic (HTML, Javascript) output.

    Otherwise, you will have to re-execute the notebook to see output.
    """
    # This command line tool should use the same config file as the notebook
    @default('config_file_name')
    def _config_file_name_default(self):
        return 'jupyter_notebook_config'

    examples = """
    jupyter trust mynotebook.ipynb and_this_one.ipynb
    """

    flags = trust_flags

    reset = Bool(False,
        help="""If True, delete the trusted signature cache.
        After reset, all previously signed notebooks will become untrusted.
        """
    ).tag(config=True)

    notary = Instance(NotebookNotary)
    @default('notary')
    def _notary_default(self):
        return NotebookNotary(parent=self, data_dir=self.data_dir)

    def sign_notebook_file(self, notebook_path):
        """Sign a notebook from the filesystem"""
        if not os.path.exists(notebook_path):
            self.log.error("Notebook missing: %s" % notebook_path)
            self.exit(1)
        with io.open(notebook_path, encoding='utf8') as f:
            nb = read(f, NO_CONVERT)
        self.sign_notebook(nb, notebook_path)

    def sign_notebook(self, nb, notebook_path='<stdin>'):
        """Sign a notebook that's been loaded"""
        if self.notary.check_signature(nb):
            print("Notebook already signed: %s" % notebook_path)
        else:
            print("Signing notebook: %s" % notebook_path)
            self.notary.sign(nb)

    def generate_new_key(self):
        """Generate a new notebook signature key"""
        print("Generating new notebook key: %s" % self.notary.secret_file)
        self.notary._write_secret_file(os.urandom(1024))

    def start(self):
        if self.reset:
            if os.path.exists(self.notary.db_file):
                print("Removing trusted signature cache: %s" % self.notary.db_file)
                os.remove(self.notary.db_file)
            self.generate_new_key()
            return
        if not self.extra_args:
            self.log.debug("Reading notebook from stdin")
            nb_s = cast_unicode(sys.stdin.read())
            nb = reads(nb_s, NO_CONVERT)
            self.sign_notebook(nb, '<stdin>')
        else:
            for notebook_path in self.extra_args:
                self.sign_notebook_file(notebook_path)


main = TrustNotebookApp.launch_instance

if __name__ == '__main__':
    main()