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
Analyzing Earth Observation (EO) data is complex and solutions often require custom tailored algorithms.

eo-grow Earth observation framework for scaled-up processing in Python. Analyzing Earth Observation (EO) data is complex and solutions often require c

Sentinel Hub 18 Dec 23, 2022
Working Time Statistics of working hours and working conditions by industry and company

Working Time Statistics of working hours and working conditions by industry and company

Feng Ruohang 88 Nov 04, 2022
Single machine, multiple cards training; mix-precision training; DALI data loader.

Template Script Category Description Category script comparison script train.py, loader.py for single-machine-multiple-cards training train_DP.py, tra

2 Jun 27, 2022
Techdegree Data Analysis Project 2

Basketball Team Stats Tool In this project you will be writing a program that reads from the "constants" data (PLAYERS and TEAMS) in constants.py. Thi

2 Oct 23, 2021
MapReader: A computer vision pipeline for the semantic exploration of maps at scale

MapReader A computer vision pipeline for the semantic exploration of maps at scale MapReader is an end-to-end computer vision (CV) pipeline designed b

Living with Machines 25 Dec 26, 2022
X-news - Pipeline data use scrapy, kafka, spark streaming, spark ML and elasticsearch, Kibana

X-news - Pipeline data use scrapy, kafka, spark streaming, spark ML and elasticsearch, Kibana

Nguyễn Quang Huy 5 Sep 28, 2022
Weather Image Recognition - Python weather application using series of data

Weather Image Recognition - Python weather application using series of data

Kushal Shingote 1 Feb 04, 2022
Business Intelligence (BI) in Python, OLAP

Open Mining Business Intelligence (BI) Application Server written in Python Requirements Python 2.7 (Backend) Lua 5.2 or LuaJIT 5.1 (OML backend) Mong

Open Mining 1.2k Dec 27, 2022
Hidden Markov Models in Python, with scikit-learn like API

hmmlearn hmmlearn is a set of algorithms for unsupervised learning and inference of Hidden Markov Models. For supervised learning learning of HMMs and

2.7k Jan 03, 2023
The micro-framework to create dataframes from functions.

The micro-framework to create dataframes from functions.

Stitch Fix Technology 762 Jan 07, 2023
Zipline, a Pythonic Algorithmic Trading Library

Zipline is a Pythonic algorithmic trading library. It is an event-driven system for backtesting. Zipline is currently used in production as the backte

Quantopian, Inc. 15.7k Jan 07, 2023
A collection of learning outcomes data analysis using Python and SQL, from DQLab.

Data Analyst with PYTHON Data Analyst berperan dalam menghasilkan analisa data serta mempresentasikan insight untuk membantu proses pengambilan keputu

6 Oct 11, 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
Calculate multilateral price indices in Python (with Pandas and PySpark).

IndexNumCalc Calculate multilateral price indices using the GEKS-T (CCDI), Time Product Dummy (TPD), Time Dummy Hedonic (TDH), Geary-Khamis (GK) metho

Dr. Usman Kayani 3 Apr 27, 2022
Pandas-based utility to calculate weighted means, medians, distributions, standard deviations, and more.

weightedcalcs weightedcalcs is a pandas-based Python library for calculating weighted means, medians, standard deviations, and more. Features Plays we

Jeremy Singer-Vine 98 Dec 31, 2022
Repositori untuk menyimpan material Long Course STMKGxHMGI tentang Geophysical Python for Seismic Data Analysis

Long Course "Geophysical Python for Seismic Data Analysis" Instruktur: Dr.rer.nat. Wiwit Suryanto, M.Si Dipersiapkan oleh: Anang Sahroni Waktu: Sesi 1

Anang Sahroni 0 Dec 04, 2021
Deep universal probabilistic programming with Python and PyTorch

Getting Started | Documentation | Community | Contributing Pyro is a flexible, scalable deep probabilistic programming library built on PyTorch. Notab

7.7k Dec 30, 2022
This repository contains some analysis of possible nerdle answers

Nerdle Analysis https://nerdlegame.com/ This repository contains some analysis of possible nerdle answers. Here's a quick overview: nerdle.py contains

0 Dec 16, 2022
A multi-platform GUI for bit-based analysis, processing, and visualization

A multi-platform GUI for bit-based analysis, processing, and visualization

Mahlet 529 Dec 19, 2022
fds is a tool for Data Scientists made by DAGsHub to version control data and code at once.

Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc

DAGsHub 359 Dec 22, 2022