def test_load_saved_chart(unittest):
import dtale.views as views
df = pd.DataFrame(dict(a=[1, 2, 3], b=[4, 5, 6], c=[7, 8, 9]))
with app.test_client() as c:
with ExitStack():
df, _ = views.format_data(df)
build_data_inst({c.port: df})
input_data = {
"data_id": str(c.port),
"query": None,
"chart_type": "line",
"agg": "sum",
"x": "a",
"y": ["b"],
"yaxis": {},
"cpg": False,
"cpy": False,
"animate": False,
"trendline": False,
}
params = {
"output": (
"..saved-chart-div-1.style...saved-chart-1.children...prev-saved-chart-config-1.data."
"..saved-chart-header-1.children.."
),
"inputs": [ts_builder("saved-chart-config-1")],
"state": [
{
"id": "saved-chart-config-1",
"property": "data",
"value": input_data,
},
{
"id": "prev-saved-chart-config-1",
"property": "data",
"value": None,
},
],
}
response = c.post("/dtale/charts/_dash-update-component", json=params)
response = response.json["response"]
assert response["saved-chart-div-1"]["style"]["display"] == "block"
params["state"][1]["value"] = input_data
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert response.status_code == 204
params["state"][0]["value"] = None
response = c.post("/dtale/charts/_dash-update-component", json=params)
response = response.json["response"]
assert response["saved-chart-div-1"]["style"]["display"] == "none"
def test_load_drilldown_content(custom_data):
import dtale.views as views
with app.test_client() as c:
custom_data.loc[:, "Col4"] = 4
df, _ = views.format_data(custom_data)
build_data_inst({c.port: df})
fig_data_outputs = (
"..drilldown-content-1.children...drilldown-x-input-1.style..")
inputs = {
"id": "input-data",
"property": "data",
"value": {
"data_id": c.port,
"chart_type": "bar",
"x": "security_id",
"y": ["Col0"],
"z": None,
"group": None,
"agg": None,
"window": None,
"rolling_comp": None,
"animate_by": "date",
},
}
params = build_dash_request(
fig_data_outputs,
"chart-click-data-1.modified_timestamp",
[
ts_builder("chart-click-data-1"),
{
"id": "drilldown-chart-type-1",
"property": "value",
"value": None,
},
{
"id": "drilldown-x-dropdown-1",
"property": "value",
"value": None,
},
],
[
inputs,
{
"id": "chart-input-data",
"property": "data",
"value": {
"cpg": False,
"barmode": "group",
"barsort": None
},
},
{
"id": "yaxis-data",
"property": "data",
"value": {}
},
{
"id": "map-input-data",
"property": "data",
"value": {}
},
{
"id": "chart-click-data-1",
"property": "data",
"value": {}
},
{
"id": "drilldown-toggle",
"property": "on",
"value": False
},
],
)
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert response.get_json() is None
assert response.status_code == 204
params["state"][-1]["value"] = True
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert response.get_json() is None
assert response.status_code == 204
params["state"][0]["value"]["agg"] = "mean"
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert response.get_json() is None
assert response.status_code == 204
params["inputs"][-1]["value"] = "security_id"
response = c.post("/dtale/charts/_dash-update-component", json=params)
response = response.get_json()["response"]
assert response["drilldown-content-1"]["children"] is None
assert response["drilldown-x-input-1"]["style"]["display"] == "none"
params["state"][-2]["value"] = {
"points": [{
"x":
100000,
"y":
1.23,
"customdata":
pd.Timestamp(df.date.values[0]).strftime("%Y%m%d"),
}]
}
response = c.post("/dtale/charts/_dash-update-component", json=params)
exception = print_traceback(response,
chart_key="drilldown-content-1",
return_output=True)
assert "NotImplementedError: chart type: None" in exception
params["inputs"][-2]["value"] = "histogram"
response = c.post("/dtale/charts/_dash-update-component", json=params)
def _chart_title(resp, histogram=False):
if histogram:
return resp.get_json()["response"]["drilldown-content-1"][
"children"]["props"]["figure"]["layout"]["title"]["text"]
return resp.get_json(
)["response"]["drilldown-content-1"]["children"]["props"][
"children"][1]["props"]["figure"]["layout"]["title"]["text"]
assert _chart_title(response,
True) == "Histogram of Col0 (1 data points)"
params["inputs"][-2]["value"] = "bar"
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response) == "Col0 by security_id"
params["inputs"][-2]["value"] = "histogram"
params["state"][0]["value"]["chart_type"] = "3d_scatter"
params["state"][0]["value"]["y"] = "Col4"
params["state"][0]["value"]["z"] = "Col0"
params["state"][-2]["value"]["points"][0]["y"] = 4
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response,
True) == "Histogram of Col0 (1 data points)"
params["inputs"][-2]["value"] = "bar"
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response) == "Col0 by security_id"
params["inputs"][-2]["value"] = "histogram"
params["state"][0]["value"]["chart_type"] = "heatmap"
date_val = pd.Timestamp(
df[(df.security_id == 100000)
& (df.Col4 == 4)].date.values[0]).strftime("%Y%m%d")
params["state"][-2]["value"] = {
"points": [{
"x":
100000,
"y":
4,
"z":
1,
"text":
"date: {}<br>security_id: 100000<br>Col4: 4<br>Col0: 1".format(
date_val),
"customdata":
date_val,
}]
}
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response,
True) == "Histogram of Col0 (1 data points)"
params["inputs"][-2]["value"] = "bar"
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response) == "Col0 by security_id"
params["inputs"][-2]["value"] = "histogram"
params["state"][0]["value"]["chart_type"] = "maps"
params["state"][-3]["value"] = {
"map_type": "choropleth",
"loc": "security_id",
"map_val": "Col0",
}
params["state"][-2]["value"]["points"][0]["location"] = 100000
params["state"][-2]["value"]["points"][0]["z"] = 1.23
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response,
True) == "Histogram of Col0 (1 data points)"
params["inputs"][-2]["value"] = "bar"
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response) == "Col0 by security_id"
params["inputs"][-2]["value"] = "histogram"
params["state"][-3]["value"] = {
"map_type": "scattergeo",
"lat": "security_id",
"lon": "Col4",
"map_val": "Col0",
}
params["state"][-2]["value"]["points"][0]["lat"] = 100000
params["state"][-2]["value"]["points"][0]["lon"] = 4
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response,
True) == "Histogram of Col0 (1 data points)"
params["inputs"][-2]["value"] = "bar"
response = c.post("/dtale/charts/_dash-update-component", json=params)
assert _chart_title(response) == "Col0 by lat_lon"