Files
flatbuffers-bigfoot/python/flatbuffers/table.py
Joshua Smith 413115858c [Python] Python fixed size array (#7529)
* feat: Added support for fixed sized arrays to python

Problem:
We encountered that using fixed arrays from C++ to python that python would
not read those arrays correctly due to no size information being encoded in the byte
array itself.

Fix:
Encode the sizes within the generated python file during code generation.
Specfically we add GetArrayAsNumpy to the python version of table, which takes as input
the length of the vector. When generating the python message files we include this length
from the VectorType().fixed_length.

* fix: added digit support for camel case to snake case conversion

Problem:
When including a number in the message name we would encounter cases where SnakeCase would
not add the appropirate breaks. e.g. Int32Stamped -> int_32stamped rather than int_32_stamped.

Fix:
To fix this we can add the condition that we check if the current character is not lower and
not a digit, that we check if the previous character was a lower or digit. If it was a lower
or digit then we add the break.

* fix: Array support for structures

Problem:
The python generated code for handling non-struct and struct vectors
and arrays was inconsistent. The calls to populate the obj api was
creating incorrect code.

Solution:
To fix this the VectorOfStruct and VectorOfNonStruct was rewritten
to handle array cases and bring the two methods in line which each
other.

Testing:
PythonTesting.sh now correctly runs and generates the code for
array_test.fbs.
Minor modifications were done on the test to use the new index
accessor for struct arrays and the script correctly sources the
location of the python code.

* chore: clang format changes

* Added code generated by scripts/generate_code. Modified GetArrayOfNonStruct slightly
to allow for function overloading allowing the user to get a single element of an array
or the whole array.

* Added new_line parameter to OffsetPrefix to allow optional new lines to be added.
This allows us to use the GenIndents method that automatically adds new lines instead.

* Reupload of generated code from the scripts/generate_code.py

* Removed new line in GetVectorAsNumpy.

* Updated Array lengths to use Length methods where possible. Added fallthrough for GenTypePointer. Added digit check to CamelToSnake method. Added and modified tests for ToSnakeCase and CamelToSnake.

* Added range check on the getter methods for vector and array types. Renamed == as is for python
2022-09-22 11:08:09 -07:00

139 lines
5.0 KiB
Python

# Copyright 2014 Google Inc. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from . import encode
from . import number_types as N
class Table(object):
"""Table wraps a byte slice and provides read access to its data.
The variable `Pos` indicates the root of the FlatBuffers object therein."""
__slots__ = ("Bytes", "Pos")
def __init__(self, buf, pos):
N.enforce_number(pos, N.UOffsetTFlags)
self.Bytes = buf
self.Pos = pos
def Offset(self, vtableOffset):
"""Offset provides access into the Table's vtable.
Deprecated fields are ignored by checking the vtable's length."""
vtable = self.Pos - self.Get(N.SOffsetTFlags, self.Pos)
vtableEnd = self.Get(N.VOffsetTFlags, vtable)
if vtableOffset < vtableEnd:
return self.Get(N.VOffsetTFlags, vtable + vtableOffset)
return 0
def Indirect(self, off):
"""Indirect retrieves the relative offset stored at `offset`."""
N.enforce_number(off, N.UOffsetTFlags)
return off + encode.Get(N.UOffsetTFlags.packer_type, self.Bytes, off)
def String(self, off):
"""String gets a string from data stored inside the flatbuffer."""
N.enforce_number(off, N.UOffsetTFlags)
off += encode.Get(N.UOffsetTFlags.packer_type, self.Bytes, off)
start = off + N.UOffsetTFlags.bytewidth
length = encode.Get(N.UOffsetTFlags.packer_type, self.Bytes, off)
return bytes(self.Bytes[start:start+length])
def VectorLen(self, off):
"""VectorLen retrieves the length of the vector whose offset is stored
at "off" in this object."""
N.enforce_number(off, N.UOffsetTFlags)
off += self.Pos
off += encode.Get(N.UOffsetTFlags.packer_type, self.Bytes, off)
ret = encode.Get(N.UOffsetTFlags.packer_type, self.Bytes, off)
return ret
def Vector(self, off):
"""Vector retrieves the start of data of the vector whose offset is
stored at "off" in this object."""
N.enforce_number(off, N.UOffsetTFlags)
off += self.Pos
x = off + self.Get(N.UOffsetTFlags, off)
# data starts after metadata containing the vector length
x += N.UOffsetTFlags.bytewidth
return x
def Union(self, t2, off):
"""Union initializes any Table-derived type to point to the union at
the given offset."""
assert type(t2) is Table
N.enforce_number(off, N.UOffsetTFlags)
off += self.Pos
t2.Pos = off + self.Get(N.UOffsetTFlags, off)
t2.Bytes = self.Bytes
def Get(self, flags, off):
"""
Get retrieves a value of the type specified by `flags` at the
given offset.
"""
N.enforce_number(off, N.UOffsetTFlags)
return flags.py_type(encode.Get(flags.packer_type, self.Bytes, off))
def GetSlot(self, slot, d, validator_flags):
N.enforce_number(slot, N.VOffsetTFlags)
if validator_flags is not None:
N.enforce_number(d, validator_flags)
off = self.Offset(slot)
if off == 0:
return d
return self.Get(validator_flags, self.Pos + off)
def GetVectorAsNumpy(self, flags, off):
"""
GetVectorAsNumpy returns the vector that starts at `Vector(off)`
as a numpy array with the type specified by `flags`. The array is
a `view` into Bytes, so modifying the returned array will
modify Bytes in place.
"""
offset = self.Vector(off)
length = self.VectorLen(off) # TODO: length accounts for bytewidth, right?
numpy_dtype = N.to_numpy_type(flags)
return encode.GetVectorAsNumpy(numpy_dtype, self.Bytes, length, offset)
def GetArrayAsNumpy(self, flags, off, length):
"""
GetArrayAsNumpy returns the array with fixed width that starts at `Vector(offset)`
with length `length` as a numpy array with the type specified by `flags`. The
array is a `view` into Bytes so modifying the returned will modify Bytes in place.
"""
numpy_dtype = N.to_numpy_type(flags)
return encode.GetVectorAsNumpy(numpy_dtype, self.Bytes, length, off)
def GetVOffsetTSlot(self, slot, d):
"""
GetVOffsetTSlot retrieves the VOffsetT that the given vtable location
points to. If the vtable value is zero, the default value `d`
will be returned.
"""
N.enforce_number(slot, N.VOffsetTFlags)
N.enforce_number(d, N.VOffsetTFlags)
off = self.Offset(slot)
if off == 0:
return d
return off