def input_data(
_ts,
chart_type,
x,
y_multi,
y_single,
z,
group,
group_val,
agg,
window,
rolling_comp,
pathname,
query,
):
"""
dash callback for maintaining chart input state and column-based dropdown options. This will guard against
users selecting the same column for multiple axes.
"""
y_val = make_list(y_single if chart_type in ZAXIS_CHARTS else y_multi)
if group_val is not None:
group_val = [json.loads(gv) for gv in group_val]
inputs = dict(
query=query,
chart_type=chart_type,
x=x,
y=y_val,
z=z,
group=group,
group_val=group_val,
agg=agg,
window=window,
rolling_comp=rolling_comp,
)
data_id = get_data_id(pathname)
options = build_input_options(global_state.get_data(data_id), **inputs)
(
x_options,
y_multi_options,
y_single_options,
z_options,
group_options,
barsort_options,
yaxis_options,
) = options
show_map = chart_type == "maps"
map_style = {} if show_map else {"display": "none"}
non_map_style = {"display": "none"} if show_map else {}
cscale_style = colorscale_input_style(chart_type=chart_type)
return (
inputs,
x_options,
y_single_options,
y_multi_options,
z_options,
group_options,
barsort_options,
yaxis_options,
non_map_style,
map_style,
cscale_style,
)
def input_data(
_ts,
_ts2,
chart_type,
x,
y_multi,
y_single,
z,
group,
group_type,
group_val,
bins_val,
bin_type,
agg,
window,
rolling_comp,
load,
load_type,
cleaners,
pathname,
query,
data_id,
extended_aggregation,
):
"""
dash callback for maintaining chart input state and column-based dropdown options. This will guard against
users selecting the same column for multiple axes.
"""
y_val = make_list(y_single if chart_type in ZAXIS_CHARTS else y_multi)
data_id = data_id or get_data_id(pathname)
if group_val is not None:
group_val = [json.loads(gv) for gv in group_val]
inputs = dict(
data_id=data_id,
query=query,
chart_type=chart_type,
x=x,
y=y_val,
z=z,
group=group,
group_type=group_type or "groups",
group_val=group_val if group else None,
bins_val=bins_val if group else None,
bin_type=bin_type or "width",
agg=agg or "raw",
window=window,
rolling_comp=rolling_comp,
load=load,
load_type=load_type,
cleaners=make_list(cleaners),
)
options = build_input_options(
global_state.get_data(data_id),
extended_aggregation=extended_aggregation,
**inputs)
(
x_options,
y_multi_options,
y_single_options,
z_options,
group_options,
barsort_options,
yaxis_options,
) = options
show_map = chart_type == "maps"
map_style = {} if show_map else {"display": "none"}
show_cs = chart_type == "candlestick"
cs_style = {} if show_cs else {"display": "none"}
show_treemap = chart_type == "treemap"
treemap_style = {} if show_treemap else {"display": "none"}
show_funnel = chart_type == "funnel"
funnel_style = {} if show_funnel else {"display": "none"}
standard_style = ({
"display": "none"
} if show_map or show_cs or show_treemap or show_funnel else {})
cscale_style = colorscale_input_style(chart_type=chart_type)
drilldown_toggle_style = show_style((agg or "raw") != "raw")
return (
inputs,
x_options,
y_single_options,
y_multi_options,
z_options,
group_options,
barsort_options,
yaxis_options,
standard_style,
map_style,
cs_style,
treemap_style,
funnel_style,
cscale_style,
drilldown_toggle_style,
lock_zoom_style(chart_type),
show_style(chart_type not in NON_EXT_AGGREGATION and len(y_val)),
"({} Selected)".format(len(inputs["cleaners"]))
if len(inputs["cleaners"]) else "",
)
