NSML Parser
Neuro Symbolic Memory Lattice Parser (NSML) is a lightweight, cognitively inspired, fuzzy-intelligent log parser that combines heuristic reasoning, semantic backtracking, and fuzzy key recognition to extract structured information from semi-structured log lines.
🚀 Features
- 🔎 Fuzzy key matching: Autocorrects mistyped or aliased keys.
- 🧠 Heuristic inference: Guesses missing values based on patterns.
- 🧬 Semantic classifier-ready: Plug in vector similarity models.
- 📚 Confidence scoring: Score for every parsed key.
- 🔁 REPL-friendly: Can be wrapped into command-line tools.
🧪 Example
from nsml_parser import NSMLParser
log = '''Running HTTPS_PROXY='http://proxy.net:8080' /opt/radar/bin/apprise \
-consumers "FUNNYTEAM_AUDIT" -cluster "POD109" -product "blah-base" -sp "KP" \
-dc "MM" -caseNumber -release "rrrrr" -event "ERROR_RUNNING_PLSQL_TARGET" \
-eventTime "2023-06-09_04:31:04" -stage "RUN_PLSQL_TARGET" -status "FAILED" \
-type "ERROR" -source "ops0-release2-2-RR" "123456" --message "some issue here"'''
parser = NSMLParser()
parsed = parser.parse(log)
print(parsed)
1 maintainer
Metadata
1 maintainer
Release files for nsml-parser 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| nsml_parser-0.1.2.tar.gz | 2.2 kB | Without provenance | Details for nsml_parser-0.1.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| nsml_parser-0.1.2-py3-none-any.whl | Python 3 | none | any | Details for nsml_parser-0.1.2-py3-none-any.whl |
Total release size: 4.5 kB
Release files / nsml_parser-0.1.2.tar.gz
| Download URL | nsml_parser-0.1.2.tar.gz |
|---|---|
| Size | 2.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
7ab67dc26d71b8125ac7c8d1febf6e9fea860ad5d782e6065295c63524cdea62
|
|
BLAKE2b-256 checksum How to use checksums |
be872e17acf21b046f75dcdc1a84939f8ddb85ebe65204510a0de10b90b30624
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.9.12
|
Release files / nsml_parser-0.1.2-py3-none-any.whl
| Download URL | nsml_parser-0.1.2-py3-none-any.whl |
|---|---|
| Size | 2.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
4908ec63d147c08bc3df4b0e5ecd4d0ffe73b32d8eb7bbbb5e11092574440005
|
|
BLAKE2b-256 checksum How to use checksums |
043641f10ab08b2d0e2de68de43308efe28f873dcf1edd79aca5477941575ee2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.9.12
|
Security for nsml-parser 0.1.2
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
