[feat] Add support for parsing JSON with text prefix and postfix
Add PREFIX and POSTFIX options for handling text around JSON
This PR adds support for parsing JSON that is embedded within other text by introducing two new options:
PREFIX: Allows text before the JSON string starts (e.g.This is your JSON: {"key": "value"})POSTFIX: Allows text after the JSON string ends (e.g.{"key": "value"} - end of JSON)
Implementation Details
- Added PREFIX and POSTFIX flags to the Allow enum
- Modified fix_fast() to handle trimming of non-JSON content:
- PREFIX: Finds the first
{or[character to identify JSON start - POSTFIX: Finds the last
}or]character to identify JSON end
- PREFIX: Finds the first
- Automatically enables STR flag when PREFIX/POSTFIX is used to handle partial strings within the JSON
Example Usage
from partial_json_parser import loads, PREFIX, POSTFIX
# Handle text before JSON
result = loads('This is your JSON: {"key": "value"}', PREFIX)
print(result) # {'key': 'value'}
# Handle text after JSON
result = loads('{"key": "value"} - end of JSON', POSTFIX)
print(result) # {'key': 'value'}
# Handle both
result = loads('Start of JSON: {"key": "value"} - end of JSON', PREFIX | POSTFIX)
print(result) # {'key': 'value'}
Summary by Sourcery
Add support for parsing JSON with text prefix and postfix using the PREFIX and POSTFIX options.
New Features:
- Added support for parsing JSON embedded within other text using the new PREFIX and POSTFIX options in the
loadsfunction. The PREFIX option handles text before the JSON, while POSTFIX handles text after the JSON.
Tests:
- Updated tests to cover the new PREFIX and POSTFIX options.
Summary by CodeRabbit
Release Notes
-
New Features
- Added support for parsing JSON strings with surrounding text
- Introduced
PREFIXandPOSTFIXoptions to handle JSON extraction from complex strings
-
Documentation
- Updated README with new parsing option examples
- Expanded library documentation to explain new parsing capabilities
-
Improvements
- Enhanced JSON parsing logic to handle more flexible input formats
- Improved flexibility in extracting valid JSON from text with extraneous content
Run & review this pull request in StackBlitz Codeflow.
Reviewer's Guide by Sourcery
This pull request introduces the ability to parse JSON strings that are embedded within other text. It adds two new options, PREFIX and POSTFIX, to handle text before and after the JSON string, respectively. The implementation modifies the fix_fast function to trim non-JSON content based on these options and automatically enables the STR flag when PREFIX or POSTFIX is used.
Sequence diagram for JSON parsing with PREFIX and POSTFIX
sequenceDiagram
participant Client
participant Parser
participant FixFast
Client->>Parser: loads('Text: {"key": "value"} End', PREFIX | POSTFIX)
Parser->>FixFast: fix_fast(text, allow)
Note over FixFast: Check for PREFIX
FixFast->>FixFast: Find first { or [
Note over FixFast: Check for POSTFIX
FixFast->>FixFast: Find last } or ]
Note over FixFast: Enable STR flag
FixFast->>FixFast: Process trimmed JSON
FixFast-->>Parser: Return fixed JSON
Parser-->>Client: Return parsed result
Class diagram showing Allow enum changes
classDiagram
class Allow {
<<enumeration>>
STR
NUM
NULL
BOOL
ARR
OBJ
NAN
INFINITY
_INFINITY
PREFIX*
POSTFIX*
INF
SPECIAL
ATOM
COLLECTION
ALL
}
note for Allow "* New flags added
ALL now includes PREFIX and POSTFIX"
File-Level Changes
| Change | Details | Files |
|---|---|---|
Added PREFIX and POSTFIX flags to the Allow enum. |
|
src/partial_json_parser/core/options.py |
Modified fix_fast() to handle trimming of non-JSON content based on PREFIX and POSTFIX flags. |
|
src/partial_json_parser/core/myelin.py |
Added documentation for the new PREFIX and POSTFIX options. |
|
README.md |
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Walkthrough
The pull request enhances the partial-json-parser library by introducing two new parsing options: PREFIX and POSTFIX. These options enable the library to extract JSON content from strings that contain additional text before or after the actual JSON. The changes modify the core parsing logic to support locating JSON by finding the first or last occurrence of braces or brackets, expanding the library's flexibility in handling partially embedded JSON strings.
Changes
| File | Change Summary |
|---|---|
README.md |
Added documentation for new PREFIX and POSTFIX parsing options |
src/partial_json_parser/core/options.py |
- Added PREFIX and POSTFIX enum members to Allow class- Updated ALL to include new options- Added new options to __all__ list |
src/partial_json_parser/core/myelin.py |
- Enhanced fix_fast function to handle prefix and postfix conditions- Added new fix_fast_old function with alternative parsing approach |
Sequence Diagram
sequenceDiagram
participant User
participant Parser
participant JSONExtractor
User->>Parser: loads(text, allow=[PREFIX, POSTFIX])
Parser->>JSONExtractor: Locate first '{' or '['
Parser->>JSONExtractor: Locate last '}' or ']'
JSONExtractor-->>Parser: Extracted JSON string
Parser-->>User: Parsed JSON object
Poem
🐰 A parsing rabbit's delight, JSON hidden, now in clear sight! Prefix, postfix, no longer a fright, Braces and brackets, we'll parse just right! Hop through the text with magical might! 🔍
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Thank you! I am celebrating the Chinese new year these days, and will take a look when I have time~
Unit tests should also be updated to support this change. But IMO it's a very useful feature. At least for me since llms always like to answer with: """ Here is your json!
{your actual json}
"""
which is annoying
The postfix doens't work and breaks the actual program. upon further evaluation. I think postfix pruning is kind of impossible during the llm generation. Prefix is easily fixed though.