Add initial support for csv files exported from Logic 2

wal/trace/container.py

@@ -5,6 +5,7 @@
 from wal.ast_defs import VirtualSignal
 from wal.trace.trace import Trace
 from wal.trace.vcd import TraceVcd
+from wal.trace.csvtrace import TraceCsv
 
 class TraceContainer:
     '''Can hold multiple traces and dispatches value access to the correct trace.'''
@@ -34,7 +35,8 @@ def load(self, file, tid=None, from_string=False, keep_signals=None):
                 print('To get support for the "fst" filetype install "pylibfst" package')
                 print('More information on pylibfst: https://pypi.org/project/pylibfst/')
                 sys.exit(1)
-
+        elif file_extension == '.csv':
+            self.traces[tid] = TraceCsv(file, tid, self, from_string=from_string, keep_signals=keep_signals)
         else:
             print(f'File extension "{file_extension}" not supported.')
 

wal/trace/csvtrace.py

@@ -0,0 +1,94 @@
+'''Trace implementation for the CSV file format, as exported by Logic 2 '''
+import re
+
+from wal.trace.trace import Trace
+
+class TraceCsv(Trace):
+    '''Holds data for one csv trace.'''
+
+    def __init__(self, filename, tid, container, from_string=False, keep_signals=None):
+        super().__init__(tid, filename, container)
+        self.timestamps = []
+        self.lookup = None # performs index translation after set-sampling
+        self.scopes = []
+        self.rawsignals = []
+        self.index2ts = []
+        self.data = {}
+        self.signalinfo = {}
+        self.filename = filename
+        self.keep_signals = set(keep_signals) if keep_signals else None
+        if from_string:
+            self.parse(filename)
+        else:
+            with open(filename) as f:
+                self.parse(f.read())
+
+        self.all_timestamps = self.timestamps.copy()
+        self.index = 0
+        self.max_index = len(self.index2ts) - 1
+        self.signals = set(Trace.SPECIAL_SIGNALS + self.rawsignals)
+
+    def parse(self, csvdata):
+        data = csvdata.strip().split("\n")  # assume row delimiter \n
+        header = data[0].split(",") # assume col delimiter ,
+        data = [line.split(",") for line in data[1:]]
+        time_idx = header.index("Time [s]") # assume timestamp in seconds
+        names = [v for v in header if v != "Time [s]"]
+        self.data = {}
+
+        for name in names:
+            kind = "wire"
+            width = 1
+            orig_name = name
+            # replace space with underscore
+            name = re.sub(' ', '_', name)
+            # remove slice info from names
+            name = re.sub(r'\[[0-9]+:[0-9]+\]', '', name)
+            # array signals should not clash with WAL operators
+            name = re.sub(r'\[([0-9]+)\]', r'<\1>', name)
+            name = re.sub(r'\(([0-9]+)\)', r'<\1>', name)
+            header[header.index(orig_name)] = name
+            self.data[name] = []
+            if not self.keep_signals or (name in self.keep_signals):
+                self.rawsignals.append(name)
+                self.signalinfo[name] = {
+                    'name': name,
+                    'width': width,
+                    'kind': kind,
+                    'data': {}
+                }
+
+
+
+
+        for i in range(len(data)):
+            # convert timestamp to nanoseconds
+            m = re.match("^(\d+)\.?(\d+)?$", data[i][time_idx])
+            time_pre, time_post = m.groups("0")
+            time_ns = int(f"{time_pre}{time_post.ljust(9, '0')}", base=10)
+
+            for x in range(len(data[i])):
+                if x != time_idx:
+                    self.data[header[x]].append(data[i][x])
+            self.timestamps.append(time_ns)
+            self.index2ts.append(time_ns)
+
+    def set_sampling_points(self, new_indices):
+        '''Updates the indices at which data is sampled'''
+        self.lookup = dict(enumerate(new_indices))
+        new_timestamps = [self.all_timestamps[i] for i in new_indices]
+        self.timestamps = list(dict.fromkeys(new_timestamps))
+        self.timestamps = dict(enumerate(self.timestamps))
+        # stores current time stamp
+        self.index = 0
+        self.max_index = len(self.timestamps.keys()) - 1
+
+    def access_signal_data(self, name, index):
+        if self.lookup:
+            return self.data[name][self.lookup[index]]
+        else:
+            return self.data[name][index]
+
+    def signal_width(self, name):
+        '''Returns the width of a signal'''
+        return self.signalinfo[name]['width']