diff options
Diffstat (limited to 'qolab/data')
| -rw-r--r-- | qolab/data/trace.py | 17 |
1 files changed, 13 insertions, 4 deletions
diff --git a/qolab/data/trace.py b/qolab/data/trace.py index 843d48e..87e0b4e 100644 --- a/qolab/data/trace.py +++ b/qolab/data/trace.py @@ -6,6 +6,7 @@ import pandas import os def headerFromDictionary(d, prefix=''): + """Converts dictionary to YAML format with optional prefix for every line.""" header = [] tail = yaml.dump(d, default_flow_style=False, sort_keys=False) tail = tail.split('\n') @@ -14,14 +15,17 @@ def headerFromDictionary(d, prefix=''): return prefixed_header def from_timestamps_to_dates(timestamps): + """Formats timestamps to datetime format""" dates = [datetime.datetime.fromtimestamp(float(ts)) for ts in timestamps] return(dates) def loadTraceRawHeaderAndData(fname, tryCompressedIfMissing=True): - # Attempts to load a compressed file if the main is missing - # and `tryCompressedIfMissing` is set to `True`. - # E.g. if we try to load 'data.dat' file and it is missing, attempt to load 'data.dat.gz' - # this option is mainly for compatibility with old scripts which are not aware of compressed files + """Load trace file and return header and data. + Attempts to load a compressed file if the main is missing + and `tryCompressedIfMissing` is set to `True`. + E.g. if we try to load 'data.dat' file and it is missing, attempt to load 'data.dat.gz' + this option is mainly for compatibility with old scripts which are not aware of compressed files + """ headerstr=[] data = None if (not os.path.exists(fname)) and tryCompressedIfMissing: @@ -62,10 +66,12 @@ def loadTraceRawHeaderAndData(fname, tryCompressedIfMissing=True): return(header, data) def loadTrace(fname, tryCompressedIfMissing=True): + """Load trace file.""" (header, data) = loadTraceRawHeaderAndData(fname, tryCompressedIfMissing=tryCompressedIfMissing) return traceFromHeaderAndData(header, data) def traceFromHeaderAndData(header, data=None): + """Generate trace class from it description (header) and data.""" label = None model = None tr = None @@ -117,6 +123,7 @@ def traceFromHeaderAndData(header, data=None): return tr class Trace: + """Base Trace class, which holds only one variable""" def __init__(self, label): self.config = {} self.config['label'] = label @@ -189,6 +196,7 @@ class Trace: class TraceXY(Trace): + """Data structure to handle two variables X and Y, handy for Y vs X data arrangements.""" def __init__(self, label): super().__init__(label) self.config['model'] = 'TraceXY' @@ -249,6 +257,7 @@ class TraceXY(Trace): class TraceSetSameX(Trace): + """Data structure to handle multiple Ys vs X dependencies, handy for scope traces.""" def __init__(self, label): super().__init__(label) self.config['model'] = 'TraceSetSameX' |