Module tf.convert.xmlCustom
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import re
from io import BytesIO
from tf.core.helpers import console
from tf.core.files import fileOpen, initTree, unexpanduser as ux
from tf.convert.helpers import ZWSP, XNEST, TNEST, CHAR, FOLDER, FILE
def convertTaskDefault(etree):
if etree is None:
def dummy(self):
pass
return dummy
def convertTaskDefaultInner(self):
"""Implementation of the "convert" task.
It sets up the `tf.convert.walker` machinery and runs it.
Returns
-------
boolean
Whether the conversion was successful.
"""
if not self.good:
return
procins = self.procins
verbose = self.verbose
tfPath = self.tfPath
xmlPath = self.xmlPath
if verbose == 1:
console(f"XML to TF converting: {ux(xmlPath)} => {ux(tfPath)}")
if verbose >= 0:
console(
f"Processing instructions are {'treated' if procins else 'ignored'}"
)
slotType = CHAR
otext = {
"fmt:text-orig-full": "{ch}",
"sectionFeatures": "folder,file",
"sectionTypes": "folder,file",
}
intFeatures = {"empty"}
featureMeta = dict(
str=dict(description="the text of a word"),
after=dict(description="the text after a word till the next word"),
empty=dict(description="whether a slot has been inserted in an empty element"),
)
featureMeta["ch"] = dict(description="the UNICODE character of a slot")
featureMeta[FOLDER] = dict(description=f"name of source {FOLDER}")
featureMeta[FILE] = dict(description=f"name of source {FILE}")
self.intFeatures = intFeatures
self.featureMeta = featureMeta
tfVersion = self.tfVersion
xmlVersion = self.xmlVersion
generic = self.generic
generic["sourceFormat"] = "XML"
generic["version"] = tfVersion
generic["xmlVersion"] = xmlVersion
initTree(tfPath, fresh=True, gentle=True)
cv = self.getConverter()
self.good = cv.walk(
getDirector(self, etree),
slotType,
otext=otext,
generic=generic,
intFeatures=intFeatures,
featureMeta=featureMeta,
generateTf=True,
)
return convertTaskDefaultInner
def getDirector(self, etree):
"""Factory for the director function.
The `tf.convert.walker` relies on a corpus dependent `director` function
that walks through the source data and spits out actions that
produces the TF dataset.
We collect all needed data, store it, and define a local director function
that has access to this data.
You can also include a copy of this file in the script that constructs the
object. If you then tweak it, you can pass it to the XML() object constructor.
Returns
-------
function
The local director function that has been constructed.
"""
PASS_THROUGH = set(
"""
xml
""".strip().split()
)
verbose = self.verbose
xmlPath = self.xmlPath
featureMeta = self.featureMeta
transform = self.transform
renameAtts = self.renameAtts
procins = self.procins
transformFunc = (
(lambda x: BytesIO(x.encode("utf-8")))
if transform is None
else (lambda x: BytesIO(transform(x).encode("utf-8")))
)
parser = self.getParser()
# WALKERS
WHITE_TRIM_RE = re.compile(r"\s+", re.S)
def walkNode(cv, cur, xnode):
"""Internal function to deal with a single element.
Will be called recursively.
Parameters
----------
cv: object
The converter object, needed to issue actions.
cur: dict
Various pieces of data collected during walking
and relevant for some next steps in the walk.
xnode: object
An LXML element node.
"""
if procins and isinstance(xnode, etree._ProcessingInstruction):
target = xnode.target
tag = f"?{target}"
else:
tag = etree.QName(xnode.tag).localname
atts = {etree.QName(k).localname: v for (k, v) in xnode.attrib.items()}
atts = {renameAtts.get(k, k): v for (k, v) in atts.items()}
cur[XNEST].append((tag, atts))
beforeChildren(cv, cur, xnode, tag, atts)
for child in xnode.iterchildren(
tag=(etree.Element, etree.ProcessingInstruction)
if procins
else etree.Element
):
walkNode(cv, cur, child)
afterChildren(cv, cur, xnode, tag, atts)
cur[XNEST].pop()
afterTag(cv, cur, xnode, tag, atts)
def addSlot(cv, cur, ch):
"""Add a slot.
Whenever we encounter a character, we add it as a new slot.
If needed, we start / terminate word nodes as well.
Parameters
----------
cv: object
The converter object, needed to issue actions.
cur: dict
Various pieces of data collected during walking
and relevant for some next steps in the walk.
ch: string
A single character, the next slot in the result data.
"""
s = cv.slot()
cv.feature(s, ch=ch)
def beforeChildren(cv, cur, xnode, tag, atts):
"""Actions before dealing with the element's children.
Parameters
----------
cv: object
The converter object, needed to issue actions.
cur: dict
Various pieces of data collected during walking
and relevant for some next steps in the walk.
xnode: object
An LXML element node.
tag: string
The tag of the LXML node.
atts: dict
The attributes of the LXML node, possibly renamed.
"""
if tag not in PASS_THROUGH:
curNode = cv.node(tag)
cur[TNEST].append(curNode)
if len(atts):
cv.feature(curNode, **atts)
if not hasattr(xnode, "target") and xnode.text:
textMaterial = WHITE_TRIM_RE.sub(" ", xnode.text)
for ch in textMaterial:
addSlot(cv, cur, ch)
def afterChildren(cv, cur, xnode, tag, atts):
"""Node actions after dealing with the children, but before the end tag.
Here we make sure that the newline elements will get their last slot
having a newline at the end of their `after` feature.
Parameters
----------
cv: object
The converter object, needed to issue actions.
cur: dict
Various pieces of data collected during walking
and relevant for some next steps in the walk.
xnode: object
An LXML element node.
tag: string
The tag of the LXML node.
atts: dict
The attributes of the LXML node, possibly renamed.
"""
if tag not in PASS_THROUGH:
curNode = cur[TNEST].pop()
if not cv.linked(curNode):
s = cv.slot()
cv.feature(s, ch=ZWSP, empty=1)
cv.terminate(curNode)
def afterTag(cv, cur, xnode, tag, atts):
"""Node actions after dealing with the children and after the end tag.
This is the place where we process the `tail` of an LXML node: the
text material after the element and before the next open/close
tag of any element.
Parameters
----------
cv: object
The converter object, needed to issue actions.
cur: dict
Various pieces of data collected during walking
and relevant for some next steps in the walk.
xnode: object
An LXML element node.
tag: string
The tag of the LXML node.
atts: dict
The attributes of the LXML node, possibly renamed.
"""
if xnode.tail:
tailMaterial = WHITE_TRIM_RE.sub(" ", xnode.tail)
for ch in tailMaterial:
addSlot(cv, cur, ch)
def director(cv):
"""Director function.
Here we program a walk through the XML sources.
At every step of the walk we fire some actions that build TF nodes
and assign features for them.
Because everything is rather dynamic, we generate fairly standard
metadata for the features.
Parameters
----------
cv: object
The converter object, needed to issue actions.
"""
cur = {}
i = 0
for (xmlFolder, xmlFiles) in self.getXML():
console(f"Start folder {xmlFolder}:")
cur[FOLDER] = cv.node(FOLDER)
cv.feature(cur[FOLDER], folder=xmlFolder)
for xmlFile in xmlFiles:
i += 1
console(f"\r{i:>4} {xmlFile:<50}", newline=False)
cur[FILE] = cv.node(FILE)
cv.feature(cur[FILE], file=xmlFile.removesuffix(".xml"))
with fileOpen(f"{xmlPath}/{xmlFolder}/{xmlFile}") as fh:
text = fh.read()
text = transformFunc(text)
tree = etree.parse(text, parser)
root = tree.getroot()
cur[XNEST] = []
cur[TNEST] = []
walkNode(cv, cur, root)
addSlot(cv, cur, None)
cv.terminate(cur[FILE])
console("")
console(f"End folder {xmlFolder}")
cv.terminate(cur[FOLDER])
console("")
for fName in featureMeta:
if not cv.occurs(fName):
cv.meta(fName)
for fName in cv.features():
if fName not in featureMeta:
cv.meta(
fName,
description=f"this is XML attribute {fName}",
valueType="str",
)
if verbose == 1:
console("source reading done")
return True
return director
Functions
def convertTaskDefault(etree)
def getDirector(self, etree)
-
Factory for the director function.
The
tf.convert.walker
relies on a corpus dependentdirector
function that walks through the source data and spits out actions that produces the TF dataset.We collect all needed data, store it, and define a local director function that has access to this data.
You can also include a copy of this file in the script that constructs the object. If you then tweak it, you can pass it to the XML() object constructor.
Returns
function
- The local director function that has been constructed.