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
A data structure that extends pyspark.sql.DataFrame with metadata information.

MetaFrame A data structure that extends pyspark.sql.DataFrame with metadata info

Invent Analytics 8 Feb 15, 2022
An extension to pandas dataframes describe function.

pandas_summary An extension to pandas dataframes describe function. The module contains DataFrameSummary object that extend describe() with: propertie

Mourad 450 Dec 30, 2022
Statistical Analysis 📈 focused on statistical analysis and exploration used on various data sets for personal and professional projects.

Statistical Analysis 📈 This repository focuses on statistical analysis and the exploration used on various data sets for personal and professional pr

Andy Pham 1 Sep 03, 2022
Open source platform for Data Science Management automation

Hydrosphere examples This repo contains demo scenarios and pre-trained models to show Hydrosphere capabilities. Data and artifacts management Some mod

hydrosphere.io 6 Aug 10, 2021
A Python package for modular causal inference analysis and model evaluations

Causal Inference 360 A Python package for inferring causal effects from observational data. Description Causal inference analysis enables estimating t

International Business Machines 506 Dec 19, 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
PLStream: A Framework for Fast Polarity Labelling of Massive Data Streams

PLStream: A Framework for Fast Polarity Labelling of Massive Data Streams Motivation When dataset freshness is critical, the annotating of high speed

4 Aug 02, 2022
CPSPEC is an astrophysical data reduction software for timing

CPSPEC manual Introduction CPSPEC is an astrophysical data reduction software for timing. Various timing properties, such as power spectra and cross s

Tenyo Kawamura 1 Oct 20, 2021
Projeto para realizar o RPA Challenge . Utilizando Python e as bibliotecas Selenium e Pandas.

RPA Challenge in Python Projeto para realizar o RPA Challenge (www.rpachallenge.com), utilizando Python. O objetivo deste desafio é criar um fluxo de

Henrique A. Lourenço 1 Apr 12, 2022
A model checker for verifying properties in epistemic models

Epistemic Model Checker This is a model checker for verifying properties in epistemic models. The goal of the model checker is to check for Pluralisti

Thomas Träff 2 Dec 22, 2021
Numerical Analysis toolkit centred around PDEs, for demonstration and understanding purposes not production

Numerics Numerical Analysis toolkit centred around PDEs, for demonstration and understanding purposes not production Use procedure: Initialise a new i

George Whittle 1 Nov 13, 2021
Lale is a Python library for semi-automated data science.

Lale is a Python library for semi-automated data science. Lale makes it easy to automatically select algorithms and tune hyperparameters of pipelines that are compatible with scikit-learn, in a type-

International Business Machines 293 Dec 29, 2022
Analytical view of olist e-commerce in Brazil

Analysis of E-Commerce Public Dataset by Olist The objective of this project is to propose an analytical view of olist e-commerce in Brazil. For this

Gurpreet Singh 1 Jan 11, 2022
Produces a summary CSV report of an Amber Electric customer's energy consumption and cost data.

Amber Electric Usage Summary This is a command line tool that produces a summary CSV report of an Amber Electric customer's energy consumption and cos

Graham Lea 12 May 26, 2022
A set of functions and analysis classes for solvation structure analysis

SolvationAnalysis The macroscopic behavior of a liquid is determined by its microscopic structure. For ionic systems, like batteries and many enzymes,

MDAnalysis 19 Nov 24, 2022
TE-dependent analysis (tedana) is a Python library for denoising multi-echo functional magnetic resonance imaging (fMRI) data

tedana: TE Dependent ANAlysis TE-dependent analysis (tedana) is a Python library for denoising multi-echo functional magnetic resonance imaging (fMRI)

136 Dec 22, 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
Investigating EV charging data

Investigating EV charging data Introduction: Got an opportunity to work with a home monitoring technology company over the last 6 months whose goal wa

Yash 2 Apr 07, 2022
DenseClus is a Python module for clustering mixed type data using UMAP and HDBSCAN

DenseClus is a Python module for clustering mixed type data using UMAP and HDBSCAN. Allowing for both categorical and numerical data, DenseClus makes it possible to incorporate all features in cluste

Amazon Web Services - Labs 53 Dec 08, 2022
yt is an open-source, permissively-licensed Python library for analyzing and visualizing volumetric data.

The yt Project yt is an open-source, permissively-licensed Python library for analyzing and visualizing volumetric data. yt supports structured, varia

The yt project 367 Dec 25, 2022