def get_json_data(self):
df = self.get_df()
series = df.to_dict('series')
chart_data = []
for name, ys in series.items():
if df[name].dtype.kind not in "biufc":
continue
df['timestamp'] = pd.to_datetime(df.index, utc=False)
if isinstance(name, basestring):
series_title = name
elif len(self.metrics) > 1:
series_title = ", ".join(name)
else:
series_title = ", ".join(name[1:])
d = {
"key": series_title,
"color": utils.color(series_title),
"values": [
{'x': ds, 'y': ys[i]}
for i, ds in enumerate(df.timestamp)]
}
chart_data.append(d)
return dumps({
'chart_data': chart_data,
'query': self.results.query,
'duration': self.results.duration,
})
def to_series(self, df, classed="", title_suffix=""):
series = df.to_dict("series")
chart_data = []
for name in df.T.index.tolist():
ys = series[name]
if df[name].dtype.kind not in "biufc":
continue
df["timestamp"] = pd.to_datetime(df.index, utc=False)
if isinstance(name, string_types):
series_title = name
else:
name = ["{}".format(s) for s in name]
if len(self.form_data.get("metrics")) > 1:
series_title = ", ".join(name)
else:
series_title = ", ".join(name[1:])
color = utils.color(series_title)
if title_suffix:
series_title += title_suffix
d = {
"key": series_title,
"color": color,
"classed": classed,
"values": [{"x": ds, "y": ys[ds]} for i, ds in enumerate(df.timestamp)],
}
chart_data.append(d)
return chart_data
def to_series(self, df, classed='', title_suffix=''):
series = df.to_dict('series')
chart_data = []
for name in df.T.index.tolist():
ys = series[name]
if df[name].dtype.kind not in "biufc":
continue
df['timestamp'] = pd.to_datetime(df.index, utc=False)
if isinstance(name, basestring):
series_title = name
else:
name = ["{}".format(s) for s in name]
if len(self.form_data.get('metrics')) > 1:
series_title = ", ".join(name)
else:
series_title = ", ".join(name[1:])
color = utils.color(series_title)
if title_suffix:
series_title += title_suffix
d = {
"key": series_title,
"color": color,
"classed": classed,
"values": [
{'x': ds, 'y': ys[i]}
for i, ds in enumerate(df.timestamp)]
}
chart_data.append(d)
return chart_data
def get_json_data(self):
df = self.get_df()
series = df.to_dict('series')
chart_data = []
for name, ys in series.items():
if df[name].dtype.kind not in "biufc":
continue
df['timestamp'] = pd.to_datetime(df.index, utc=False)
if isinstance(name, string_types):
series_title = name
elif len(self.metrics) > 1:
series_title = ", ".join(name)
else:
series_title = ", ".join(name[1:])
d = {
"key":
series_title,
"color":
utils.color(series_title),
"values": [{
'x': ds,
'y': ys[i]
} for i, ds in enumerate(df.timestamp)]
}
chart_data.append(d)
return dumps({
'chart_data': chart_data,
'query': self.results.query,
'duration': self.results.duration,
})
def to_series(self, df, classed='', title_suffix=''):
series = df.to_dict('series')
chart_data = []
for name in df.T.index.tolist():
ys = series[name]
if df[name].dtype.kind not in "biufc":
continue
df['timestamp'] = pd.to_datetime(df.index, utc=False)
if isinstance(name, string_types):
series_title = name
else:
name = ["{}".format(s) for s in name]
if len(self.form_data.get('metrics')) > 1:
series_title = ", ".join(name)
else:
series_title = ", ".join(name[1:])
color = utils.color(series_title)
if title_suffix:
series_title += title_suffix
d = {
"key":
series_title,
"color":
color,
"classed":
classed,
"values": [{
'x': ds,
'y': ys[ds]
} for i, ds in enumerate(df.timestamp)]
}
chart_data.append(d)
return chart_data
def get_json_data(self):
df = self.get_df()
series = defaultdict(list)
for row in df.to_dict(orient="records"):
series[row["group"]].append(row)
chart_data = []
for k, v in series.items():
chart_data.append({"key": k, "color": utils.color(k), "values": v})
return dumps({"chart_data": chart_data, "query": self.results.query, "duration": self.results.duration})
def get_json_data(self):
df = self.get_df()
series = defaultdict(list)
for row in df.to_dict(orient='records'):
series[row['group']].append(row)
chart_data = []
for k, v in series.items():
chart_data.append({'key': k, "color": utils.color(k), 'values': v})
return dumps({
'chart_data': chart_data,
'query': self.results.query,
'duration': self.results.duration,
})
def get_json_data(self):
df = self.get_df()
series = defaultdict(list)
for row in df.to_dict(orient='records'):
series[row['group']].append(row)
chart_data = []
for k, v in series.items():
chart_data.append({
'key': k,
"color": utils.color(str(k)),
'values': v
})
return dumps(chart_data)
def get_json_data(self):
df = self.get_df()
series = defaultdict(list)
for row in df.to_dict(orient='records'):
series[row['group']].append(row)
chart_data = []
for k, v in series.items():
chart_data.append({
'key': k,
"color": utils.color(k),
'values': v })
return dumps({
'chart_data': chart_data,
'query': self.results.query,
'duration': self.results.duration,
})
def get_json_data(self):
df = self.get_df()
series = df.to_dict("series")
chart_data = []
for name, ys in series.items():
if df[name].dtype.kind not in "biufc":
continue
df["timestamp"] = pd.to_datetime(df.index, utc=False)
if isinstance(name, string_types):
series_title = name
elif len(self.metrics) > 1:
series_title = ", ".join(name)
else:
series_title = ", ".join(name[1:])
d = {
"key": series_title,
"color": utils.color(series_title),
"values": [{"x": ds, "y": ys[i]} for i, ds in enumerate(df.timestamp)],
}
chart_data.append(d)
return dumps({"chart_data": chart_data, "query": self.results.query, "duration": self.results.duration})
