WAL enables programmable waveform analysis.

Related tags

Data Analysiswal
Overview

This repro introcudes the Waveform Analysis Language (WAL). The initial paper on WAL will appear at ASPDAC'22 and can be downloaded here: https://www.ics.jku.at/files/2022ASPDAC_WAL.pdf. The examples from the paper can be found in the examples folder.

If you like WAL you can cite our paper as follows:

@InProceedings{KG:2022,
  author        = {Lucas Klemmer and Daniel Gro{\ss}e},
  title         = {{WAL:} A Novel Waveform Analysis Language for Advanced Design Understanding and Debugging},
  booktitle     = {ASP Design Automation Conf.},
  year          = 2022
}

Comments
  • WAL fails to load FST

    WAL fails to load FST

    I'm trying to load an FST but get the following error:

    >-> (load "sim_no_pfb_match.fst" "waves")
    'utf-8' codec can't decode byte 0x83 in position 14: invalid start byte
    (load "sim_no_pfb_match.fst" "waves")
    

    The FST loads into gtkwave without issue so is there anything I can do to help debug this?

    opened by shareefj 10
  • [Question] Is WAL able to load Synopsys .vpd files?

    [Question] Is WAL able to load Synopsys .vpd files?

    I am playing around with the tool and wanted to do some analysis of my simulations of the BOOM core. I simulated the core using Chipyard and Synopsys VCS and get the according vpd files, which I can't load into WAL (throwing following error message)

    'utf-8' codec can't decode byte 0xd5 in position 21: invalid continuation byte

    It is possible to convert it to a vcd file by using vpd2vcd but since it is less compressed the vcd files become really large(e.g. 27 MB converted to 2.2 GB)

    Is there a possibility to use vpd files without converting to vcd?

    Best regards, Alex

    opened by WezelA 5
  • [wawk] using 2-digit number in sliced_symbol leads to error

    [wawk] using 2-digit number in sliced_symbol leads to error

    When I try to access a sliced part of a 32bit signal (e.g. inst[11:7]) I get the following error:

    Traceback (most recent call last):
      File "/home/eyck/tmp/wal/.wal/bin/wawk", line 33, in <module>
        sys.exit(load_entry_point('wal-lang', 'console_scripts', 'wawk')())
      File "/home/eyck/git/wal/wawk/wawk.py", line 70, in run
        wal.eval(statement.action)
      File "/home/eyck/git/wal/wal/core.py", line 43, in eval
        return self.eval_context.eval(sexpr)
      File "/home/eyck/git/wal/wal/eval.py", line 93, in eval
        res = self.eval_dispatch(head, tail)
      File "/home/eyck/git/wal/wal/eval.py", line 44, in eval_dispatch
        return self.dispatch.get(oprtr.value, lambda a, b: NotImplementedError())(self, args)
      File "/home/eyck/git/wal/wal/implementation/core.py", line 290, in op_do
        return seval.eval_args(args)[-1]
      File "/home/eyck/git/wal/wal/eval.py", line 40, in eval_args
        return list(map(self.eval, args))
      File "/home/eyck/git/wal/wal/eval.py", line 93, in eval
        res = self.eval_dispatch(head, tail)
      File "/home/eyck/git/wal/wal/eval.py", line 44, in eval_dispatch
        return self.dispatch.get(oprtr.value, lambda a, b: NotImplementedError())(self, args)
      File "/home/eyck/git/wal/wal/implementation/core.py", line 239, in op_if
        return seval.eval(args[1])
      File "/home/eyck/git/wal/wal/eval.py", line 93, in eval
        res = self.eval_dispatch(head, tail)
      File "/home/eyck/git/wal/wal/eval.py", line 44, in eval_dispatch
        return self.dispatch.get(oprtr.value, lambda a, b: NotImplementedError())(self, args)
      File "/home/eyck/git/wal/wal/implementation/core.py", line 290, in op_do
        return seval.eval_args(args)[-1]
      File "/home/eyck/git/wal/wal/eval.py", line 40, in eval_args
        return list(map(self.eval, args))
      File "/home/eyck/git/wal/wal/eval.py", line 93, in eval
        res = self.eval_dispatch(head, tail)
      File "/home/eyck/git/wal/wal/eval.py", line 44, in eval_dispatch
        return self.dispatch.get(oprtr.value, lambda a, b: NotImplementedError())(self, args)
      File "/home/eyck/git/wal/wal/implementation/core.py", line 194, in op_set
        res = seval.eval(arg[1])
      File "/home/eyck/git/wal/wal/eval.py", line 93, in eval
        res = self.eval_dispatch(head, tail)
      File "/home/eyck/git/wal/wal/eval.py", line 44, in eval_dispatch
        return self.dispatch.get(oprtr.value, lambda a, b: NotImplementedError())(self, args)
      File "/home/eyck/git/wal/wal/implementation/core.py", line 91, in op_neq
        evaluated = seval.eval_args(args)
      File "/home/eyck/git/wal/wal/eval.py", line 40, in eval_args
        return list(map(self.eval, args))
      File "/home/eyck/git/wal/wal/eval.py", line 93, in eval
        res = self.eval_dispatch(head, tail)
      File "/home/eyck/git/wal/wal/eval.py", line 44, in eval_dispatch
        return self.dispatch.get(oprtr.value, lambda a, b: NotImplementedError())(self, args)
      File "/home/eyck/git/wal/wal/implementation/core.py", line 609, in op_slice
        return (evaluated[0] & (((1 << (upper - lower + 1)) - 1) << lower)) >> lower
    ValueError: negative shift count
    
    opened by eyck 2
  • [wawk] output is not reliable

    [wawk] output is not reliable

    When running the following script

    BEGIN: {
        // import python file for access to riscvmodel lib
        import(extern);
        icnt=0;
        lastclkcnt=0;
        clkcnt=0;
        printed=0;
        ilen = 0;
        // create some aliases for shorter signal names
        alias(clk, tb.adapter.core.TGC_C.clk);
        alias(reset, tb.adapter.core.TGC_C.reset);
        alias(trap, tb.adapter.core.TGC_C.core_trace_exc_o);
        alias(valid, tb.adapter.core.TGC_C.core_trace_valid_o);
        alias(instr, tb.adapter.core.TGC_C.core_trace_instr_o);
        alias(pc, tb.adapter.core.TGC_C.core_trace_pc_o);
        alias(reg_addr, tb.adapter.core.TGC_C.core_trace_reg_addr_o);
        alias(reg_val, tb.adapter.core.TGC_C.core_trace_reg_val_o);
        alias(reg_wr, tb.adapter.core.TGC_C.core_trace_reg_wr_o);
    }
    clk, valid: {
        if(printed==0) {
            icnt=icnt+1;
            delay=(clkcnt-lastclkcnt)/2;
            lastclkcnt=clkcnt;
            op = call(extern.decode, instr);
            shifted = instr/128;
            was_call = shifted[4:0]!=0 && (op == "jal" || op == "jalr");
            ilen = 2;
            if (instr[1:0]==3)
              ilen = 4;
            printf("0x%x, %d, %d, %d, 0x%x, %s\n", pc, delay, ilen, was_call, instr, op);
            printed = 1;
        } else
            printed = 0;
    }
    clk, !reset: {
        clkcnt=clkcnt+1;
    }
    END: {
        printf("%f (%d/%d)\n", icnt/clkcnt, icnt, clkcnt);
    }
    

    on a vcd file I get in 2 consecutive runs

    (.wal) eyck$:~/tmp/wal$ wawk cpi.wawk ../vtgc_tb_xlevel.vcd
    0x20, 3, 4, 1, 0x297, auipc
    0x24, 1, 4, 1, 0xc028293, addi
    0x28, 1, 4, 0, 0x30529073, csrrw
    0x2c, 1, 4, 1, 0x2a00093, addi
    0x30, 1, 4, 1, 0x2a00113, addi
    0x34, 1, 4, 1, 0x2a00193, addi
    0x38, 1, 4, 1, 0x200513, addi
    0x3a, 1, 4, 1, 0x300a13, addi
    0x3e, 1, 4, 1, 0x700f93, addi
    0x40, 1, 4, 0, 0x43507b, 4411515
    0.000000 (10/28)
    (.wal) eyck$:~/tmp/wal$ wawk cpi.wawk ../vtgc_tb_xlevel.vcd
    0x20, 3, 4, 0, 0x297, auipc
    0x24, 1, 4, 0, 0xc028293, addi
    0x28, 1, 4, 0, 0x30529073, csrrw
    0x2c, 1, 4, 0, 0x2a00093, addi
    0x30, 1, 4, 0, 0x2a00113, addi
    0x34, 1, 4, 0, 0x2a00193, addi
    0x38, 1, 4, 0, 0x200513, addi
    0x3a, 1, 4, 0, 0x300a13, addi
    0x3e, 1, 4, 0, 0x700f93, addi
    0x40, 1, 4, 0, 0x43507b, 4411515
    0.000000 (10/28)
    
    bug 
    opened by eyck 1
  • Changed wawk semicolon behaviour slightly

    Changed wawk semicolon behaviour slightly

    Updated the wawk grammar in a way where semicolon usage is now more consistent:

    • there are no longer weird cases where some "{" blocks "}" require a semicolon after them, while others do not: now none of them require semicolons, but they (as well as other statements) can have as many semicolons after them as they like
    • BREAKING CHANGE: if/else statements that DO NOT use blocks but one-line statements instead, now require semicolons for each statement, and not just the last one.
    opened by FRoith 0
  • ACTUALLY fixed the precedence rules this time

    ACTUALLY fixed the precedence rules this time

    Addresses #2, where a non-precise grammar caused non-deterministic (and incorrect) parsing behavior.

    Previous pull request was thought to fix the issue due to faulty tests, but this time it actually fixed the issue correctly as far as I can tell.

    opened by FRoith 0
  • Package does not declare all dependencies

    Package does not declare all dependencies

    When installing wal using pip on a CentOS7 OS and runnign wawk I get:

    Traceback (most recent call last):
    File "/home/xxx/git/TGC-UVM/riscv-dv-venv/bin/wawk", line 5, in <module>
    from wawk.wawk import run
    File "/home/xxx/git/TGC-UVM/riscv-dv-venv/lib64/python3.6/site-packages/wawk/[wawk.py](http://wawk.py/)", line 6, in <module>
    from wal.core import Wal
    File "/home/xxx/git/TGC-UVM/riscv-dv-venv/lib64/python3.6/site-packages/wal/[core.py](http://core.py/)", line 7, in <module>
    from wal.eval import SEval
    File "/home/xxx/git/TGC-UVM/riscv-dv-venv/lib64/python3.6/site-packages/wal/[eval.py](http://eval.py/)", line 2, in <module>
    from wal.ast_defs import Operator, Symbol, ExpandGroup
    File "/home/xxx/git/TGC-UVM/riscv-dv-venv/lib64/python3.6/site-packages/wal/ast_[defs.py](http://defs.py/)", line 2, in <module>
    from dataclasses import dataclass
    ModuleNotFoundError: No module named 'dataclasses'
    

    After running pip3 install dataclasses everything works fine.

    opened by eyck 0
  • Upgrade version of vcdvcd

    Upgrade version of vcdvcd

    Hi,

    you seem to be depending on a broken version of vcdvcd.py. After pip installing wal-lang, I get the following error:

    (.venv) [email protected]:~/git/wal$ wal
    Traceback (most recent call last):
      File "/home/shareefj/git/wal/.venv/bin/wal", line 5, in <module>
        from wal.wal import run
      File "/home/shareefj/git/wal/.venv/lib/python3.10/site-packages/wal/wal.py", line 7, in <module>
        from wal.core import Wal
      File "/home/shareefj/git/wal/.venv/lib/python3.10/site-packages/wal/core.py", line 6, in <module>
        from wal.trace import TraceContainer
      File "/home/shareefj/git/wal/.venv/lib/python3.10/site-packages/wal/trace.py", line 5, in <module>
        from vcdvcd import VCDVCD, StreamParserCallbacks
      File "/home/shareefj/git/wal/.venv/lib/python3.10/site-packages/vcdvcd/__init__.py", line 1, in <module>
        from .vcdvcd import *
      File "/home/shareefj/git/wal/.venv/lib/python3.10/site-packages/vcdvcd/vcdvcd.py", line 355, in <module>
        class Scope(collections.MutableMapping):
    AttributeError: module 'collections' has no attribute 'MutableMapping'
    

    and it looks like at some point they've tried to fix this: https://github.com/cirosantilli/vcdvcd/commit/9c9b7c1aaa7a6bcc4e254e3557cc00a9ec1c7bd0

    opened by shareefj 1
Releases(v0.6.3-beta.2)
Owner
Institute for Complex Systems (ICS), Johannes Kepler University Linz
ICS conducts research in EDA with focus on verification, debugging, and synthesis; abstraction levels: SystemC virtual prototypes, RTL downto gate-level.
Institute for Complex Systems (ICS), Johannes Kepler University Linz
Probabilistic reasoning and statistical analysis in TensorFlow

TensorFlow Probability TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow. As part of the TensorFl

3.8k Jan 05, 2023
Implementation in Python of the reliability measures such as Omega.

OmegaPy Summary Simple implementation in Python of the reliability measures: Omega Total, Omega Hierarchical and Omega Hierarchical Total. Name Link O

Rafael Valero Fernández 2 Apr 27, 2022
This tool parses log data and allows to define analysis pipelines for anomaly detection.

logdata-anomaly-miner This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis wit

AECID 32 Nov 27, 2022
University Challenge 2021 With Python

University Challenge 2021 This repository contains: The TeX file of the technical write-up describing the University / HYPER Challenge 2021 under late

2 Nov 27, 2021
Show you how to integrate Zeppelin with Airflow

Introduction This repository is to show you how to integrate Zeppelin with Airflow. The philosophy behind the ingtegration is to make the transition f

Jeff Zhang 11 Dec 30, 2022
Tkinter Izhikevich Neuron Model With Python

TKINTER IZHIKEVICH NEURON MODEL WITH PYTHON Hodgkin-Huxley Model It is a mathematical model for the generation and transmission of action potentials i

Rabia KOÇ 8 Jul 16, 2022
A pipeline that creates consensus sequences from a Nanopore reads. I

A pipeline that creates consensus sequences from a Nanopore reads. It clusters reads that are similar to each other and creates a consensus that is then identified using BLAST.

Ada Madejska 2 May 15, 2022
Manage large and heterogeneous data spaces on the file system.

signac - simple data management The signac framework helps users manage and scale file-based workflows, facilitating data reuse, sharing, and reproduc

Glotzer Group 109 Dec 14, 2022
Uses MIT/MEDSL, New York Times, and US Census datasources to analyze per-county COVID-19 deaths.

Covid County Executive summary Setup Install miniconda, then in the command line, run conda create -n covid-county conda activate covid-county conda i

Ahmed Fasih 1 Dec 22, 2021
Projects that implement various aspects of Data Engineering.

DATAWAREHOUSE ON AWS The purpose of this project is to build a datawarehouse to accomodate data of active user activity for music streaming applicatio

2 Oct 14, 2021
A CLI tool to reduce the friction between data scientists by reducing git conflicts removing notebook metadata and gracefully resolving git conflicts.

databooks is a package for reducing the friction data scientists while using Jupyter notebooks, by reducing the number of git conflicts between different notebooks and assisting in the resolution of

dataroots 86 Dec 25, 2022
PipeChain is a utility library for creating functional pipelines.

PipeChain Motivation PipeChain is a utility library for creating functional pipelines. Let's start with a motivating example. We have a list of Austra

Michael Milton 2 Aug 07, 2022
Two phase pipeline + StreamlitTwo phase pipeline + Streamlit

Two phase pipeline + Streamlit This is an example project that demonstrates how to create a pipeline that consists of two phases of execution. In betw

Rick Lamers 1 Nov 17, 2021
ped-crash-techvol: Texas Ped Crash Tech Volume Pack

ped-crash-techvol: Texas Ped Crash Tech Volume Pack In conjunction with the Final Report "Identifying Risk Factors that Lead to Increase in Fatal Pede

Network Modeling Center; Center for Transportation Research; The University of Texas at Austin 2 Sep 28, 2022
Exploratory Data Analysis for Employee Retention Dataset

Exploratory Data Analysis for Employee Retention Dataset Employee turn-over is a very costly problem for companies. The cost of replacing an employee

kana sudheer reddy 2 Oct 01, 2021
PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io

PyStan PyStan is a Python interface to Stan, a package for Bayesian inference. Stan® is a state-of-the-art platform for statistical modeling and high-

Stan 229 Dec 29, 2022
WithPipe is a simple utility for functional piping in Python.

A utility for functional piping in Python that allows you to access any function in any scope as a partial.

Michael Milton 1 Oct 26, 2021
Python utility to extract differences between two pandas dataframes.

Python utility to extract differences between two pandas dataframes.

Jaime Valero 8 Jan 07, 2023
Multiple Pairwise Comparisons (Post Hoc) Tests in Python

scikit-posthocs is a Python package that provides post hoc tests for pairwise multiple comparisons that are usually performed in statistical data anal

Maksim Terpilowski 264 Dec 30, 2022
This creates a ohlc timeseries from downloaded CSV files from NSE India website and makes a SQLite database for your research.

NSE-timeseries-form-CSV-file-creator-and-SQL-appender- This creates a ohlc timeseries from downloaded CSV files from National Stock Exchange India (NS

PILLAI, Amal 1 Oct 02, 2022