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(Chilkat2-Python) Efficiently Process a Huge XML File

Demonstrates a technique for processing a huge XML file (can be any size, even many gigabytes).

Note: This example requires Chilkat v9.5.0.80 or greater.

Chilkat2 Python Downloads

install with pip

pip3 install chilkat2

or download... Python Module for Windows, Linux, Alpine Linux, MacOS, Solaris

import sys
import chilkat2

# This example shows a way to efficiently process a gigantic XML file -- one that may be too large
# to fit in memory.  
# 
# Two types of XML parsers exist: DOM parsers and SAX parsers.

# A DOM parser is a Document Object Model parser, where the entire XML is loaded into memory
# and the application has the luxury of interacting with the XML in a convenient, random-access
# way.  The Chilkat Xml class is a DOM parser.  Because the entire XML is loaded into memory,
# huge XML files (on the order of gigabytes) are usually not loadable for memory constraints.

# A SAX parser is such that the XML file is parsed as an input stream.  No DOM exists.  
# Using a SAX parser is generally less palatable than using a DOM parser, for many reasons.
# 
# The technique described here is a hybrid.  It streams the XML file as unstructured text
# to extract fragments that are individually treated as separate XML documents loaded into
# the Chilkat Xml parser.
# 
# For example, imagine your XML file is several GBs in size, but has a relatively simple structure, such as:
# 
# <Transactions>
#     <Transaction id="1">
#          ...
#     </Transaction>
#     <Transaction id="2">
#          ...
#     </Transaction>
#     <Transaction id="3">
#          ...
#     </Transaction>
# ...
# </Transactions>

# In the following code, each <Transaction ...> ... </Transaction>
# is extracted and loaded separately into an Xml object, where it can be manipulated
# independently.  The entire XML file is never entirely loaded into memory.

fac = chilkat2.FileAccess()

success = fac.OpenForRead("qa_data/xml/transactions.xml")
if (success == False):
    print(fac.LastErrorText)
    sys.exit()

xml = chilkat2.Xml()
sb = chilkat2.StringBuilder()
firstIteration = True
retval = 1
numTransactions = 0

# The begin marker is "XML tag aware".  If the begin marker begins with "<"
# and ends with ">", then it is assumed to be an XML tag and it will also match
# substrings where the ">" can be a whitespace char.
beginMarker = "<Transaction>"
endMarker = "</Transaction>"

while retval == 1 :
    sb.Clear()
    # The retval can have the following values:
    # 0: No more fragments exist.
    # 1: Captured the next fragment.  The text from beginMarker to endMarker, including the markers, are returned in sb.
    # -1: Error.
    retval = fac.ReadNextFragment(firstIteration,beginMarker,endMarker,"utf-8",sb)
    firstIteration = False

    if (retval == 1):
        numTransactions = numTransactions + 1
        success = xml.LoadSb(sb,True)
        # Your application may now do what it needs with this particular XML fragment...

if (retval < 0):
    print(fac.LastErrorText)

print("numTransactions: " + str(numTransactions))

 

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