from copy import deepcopy
from ..data.data import Data
-from .tables import table_failed
+from ..utils.constants import Constants as C
+from ..utils.utils import classify_anomalies, show_tooltip, gen_new_url, \
+ get_ttypes, get_cadences, get_test_beds, get_job, generate_options, \
+ set_job_params
+from ..utils.url_processing import url_decode
+from ..data.data import Data
+from .tables import table_news
class Layout:
"""The layout of the dash app and the callbacks.
"""
- # The default job displayed when the page is loaded first time.
- DEFAULT_JOB = "csit-vpp-perf-mrr-daily-master-2n-icx"
-
def __init__(self, app: Flask, html_layout_file: str, data_spec_file: str,
tooltip_file: str) -> None:
"""Initialization:
- save the input parameters,
- read and pre-process the data,
- - prepare data fro the control panel,
+ - prepare data for the control panel,
- read HTML layout file,
- read tooltips from the tooltip file.
data_stats, data_mrr, data_ndrpdr = Data(
data_spec_file=self._data_spec_file,
debug=True
- ).read_stats(days=10) # To be sure
+ ).read_stats(days=C.NEWS_TIME_PERIOD)
df_tst_info = pd.concat([data_mrr, data_ndrpdr], ignore_index=True)
# Prepare information for the control panel:
jobs = sorted(list(df_tst_info["job"].unique()))
- job_info = {
+ d_job_info = {
"job": list(),
"dut": list(),
"ttype": list(),
}
for job in jobs:
lst_job = job.split("-")
- job_info["job"].append(job)
- job_info["dut"].append(lst_job[1])
- job_info["ttype"].append(lst_job[3])
- job_info["cadence"].append(lst_job[4])
- job_info["tbed"].append("-".join(lst_job[-2:]))
- self.df_job_info = pd.DataFrame.from_dict(job_info)
+ d_job_info["job"].append(job)
+ d_job_info["dut"].append(lst_job[1])
+ d_job_info["ttype"].append(lst_job[3])
+ d_job_info["cadence"].append(lst_job[4])
+ d_job_info["tbed"].append("-".join(lst_job[-2:]))
+ self.job_info = pd.DataFrame.from_dict(d_job_info)
- self._default = self._set_job_params(self.DEFAULT_JOB)
+ self._default = set_job_params(self.job_info, C.NEWS_DEFAULT_JOB)
# Pre-process the data:
+
+ def _create_test_name(test: str) -> str:
+ lst_tst = test.split(".")
+ suite = lst_tst[-2].replace("2n1l-", "").replace("1n1l-", "").\
+ replace("2n-", "")
+ return f"{suite.split('-')[0]}-{lst_tst[-1]}"
+
+ def _get_rindex(array: list, itm: any) -> int:
+ return len(array) - 1 - array[::-1].index(itm)
+
tst_info = {
"job": list(),
"build": list(),
"dut_type": list(),
"dut_version": list(),
"hosts": list(),
- "lst_failed": list()
+ "failed": list(),
+ "regressions": list(),
+ "progressions": list()
}
for job in jobs:
+ # Create lists of failed tests:
df_job = df_tst_info.loc[(df_tst_info["job"] == job)]
last_build = max(df_job["build"].unique())
df_build = df_job.loc[(df_job["build"] == last_build)]
l_failed = list()
try:
for tst in failed_tests:
- lst_tst = tst.split(".")
- suite = lst_tst[-2].replace("2n1l-", "").\
- replace("1n1l-", "").replace("2n-", "")
- l_failed.append(f"{suite.split('-')[0]}-{lst_tst[-1]}")
+ l_failed.append(_create_test_name(tst))
except KeyError:
l_failed = list()
- tst_info["lst_failed"].append(sorted(l_failed))
+ tst_info["failed"].append(sorted(l_failed))
+
+ # Create lists of regressions and progressions:
+ l_reg = list()
+ l_prog = list()
+
+ tests = df_job["test_id"].unique()
+ for test in tests:
+ tst_data = df_job.loc[df_job["test_id"] == test].sort_values(
+ by="start_time", ignore_index=True)
+ x_axis = tst_data["start_time"].tolist()
+ if "-ndrpdr" in test:
+ tst_data = tst_data.dropna(
+ subset=["result_pdr_lower_rate_value", ]
+ )
+ if tst_data.empty:
+ continue
+ try:
+ anomalies, _, _ = classify_anomalies({
+ k: v for k, v in zip(
+ x_axis,
+ tst_data["result_ndr_lower_rate_value"].tolist()
+ )
+ })
+ except ValueError:
+ continue
+ if "progression" in anomalies:
+ l_prog.append((
+ _create_test_name(test).replace("-ndrpdr", "-ndr"),
+ x_axis[_get_rindex(anomalies, "progression")]
+ ))
+ if "regression" in anomalies:
+ l_reg.append((
+ _create_test_name(test).replace("-ndrpdr", "-ndr"),
+ x_axis[_get_rindex(anomalies, "regression")]
+ ))
+ try:
+ anomalies, _, _ = classify_anomalies({
+ k: v for k, v in zip(
+ x_axis,
+ tst_data["result_pdr_lower_rate_value"].tolist()
+ )
+ })
+ except ValueError:
+ continue
+ if "progression" in anomalies:
+ l_prog.append((
+ _create_test_name(test).replace("-ndrpdr", "-pdr"),
+ x_axis[_get_rindex(anomalies, "progression")]
+ ))
+ if "regression" in anomalies:
+ l_reg.append((
+ _create_test_name(test).replace("-ndrpdr", "-pdr"),
+ x_axis[_get_rindex(anomalies, "regression")]
+ ))
+ else: # mrr
+ tst_data = tst_data.dropna(
+ subset=["result_receive_rate_rate_avg", ]
+ )
+ if tst_data.empty:
+ continue
+ try:
+ anomalies, _, _ = classify_anomalies({
+ k: v for k, v in zip(
+ x_axis,
+ tst_data["result_receive_rate_rate_avg"].\
+ tolist()
+ )
+ })
+ except ValueError:
+ continue
+ if "progression" in anomalies:
+ l_prog.append((
+ _create_test_name(test),
+ x_axis[_get_rindex(anomalies, "progression")]
+ ))
+ if "regression" in anomalies:
+ l_reg.append((
+ _create_test_name(test),
+ x_axis[_get_rindex(anomalies, "regression")]
+ ))
+
+ tst_info["regressions"].append(
+ sorted(l_reg, key=lambda k: k[1], reverse=True))
+ tst_info["progressions"].append(
+ sorted(l_prog, key=lambda k: k[1], reverse=True))
self._data = pd.DataFrame.from_dict(tst_info)
f"{self._tooltip_file}\n{err}"
)
- self._default_tab_failed = table_failed(self.data, self._default["job"])
+ self._default_tab_failed = table_news(self.data, self._default["job"])
# Callbacks:
if self._app is not None and hasattr(self, 'callbacks'):
def default(self) -> dict:
return self._default
- def _get_duts(self) -> list:
- """Get the list of DUTs from the pre-processed information about jobs.
-
- :returns: Alphabeticaly sorted list of DUTs.
- :rtype: list
- """
- return sorted(list(self.df_job_info["dut"].unique()))
-
- def _get_ttypes(self, dut: str) -> list:
- """Get the list of test types from the pre-processed information about
- jobs.
-
- :param dut: The DUT for which the list of test types will be populated.
- :type dut: str
- :returns: Alphabeticaly sorted list of test types.
- :rtype: list
- """
- return sorted(list(self.df_job_info.loc[(
- self.df_job_info["dut"] == dut
- )]["ttype"].unique()))
-
- def _get_cadences(self, dut: str, ttype: str) -> list:
- """Get the list of cadences from the pre-processed information about
- jobs.
-
- :param dut: The DUT for which the list of cadences will be populated.
- :param ttype: The test type for which the list of cadences will be
- populated.
- :type dut: str
- :type ttype: str
- :returns: Alphabeticaly sorted list of cadences.
- :rtype: list
- """
- return sorted(list(self.df_job_info.loc[(
- (self.df_job_info["dut"] == dut) &
- (self.df_job_info["ttype"] == ttype)
- )]["cadence"].unique()))
-
- def _get_test_beds(self, dut: str, ttype: str, cadence: str) -> list:
- """Get the list of test beds from the pre-processed information about
- jobs.
-
- :param dut: The DUT for which the list of test beds will be populated.
- :param ttype: The test type for which the list of test beds will be
- populated.
- :param cadence: The cadence for which the list of test beds will be
- populated.
- :type dut: str
- :type ttype: str
- :type cadence: str
- :returns: Alphabeticaly sorted list of test beds.
- :rtype: list
- """
- return sorted(list(self.df_job_info.loc[(
- (self.df_job_info["dut"] == dut) &
- (self.df_job_info["ttype"] == ttype) &
- (self.df_job_info["cadence"] == cadence)
- )]["tbed"].unique()))
-
- def _get_job(self, dut, ttype, cadence, testbed):
- """Get the name of a job defined by dut, ttype, cadence, test bed.
- Input information comes from the control panel.
-
- :param dut: The DUT for which the job name will be created.
- :param ttype: The test type for which the job name will be created.
- :param cadence: The cadence for which the job name will be created.
- :param testbed: The test bed for which the job name will be created.
- :type dut: str
- :type ttype: str
- :type cadence: str
- :type testbed: str
- :returns: Job name.
- :rtype: str
- """
- return self.df_job_info.loc[(
- (self.df_job_info["dut"] == dut) &
- (self.df_job_info["ttype"] == ttype) &
- (self.df_job_info["cadence"] == cadence) &
- (self.df_job_info["tbed"] == testbed)
- )]["job"].item()
-
- @staticmethod
- def _generate_options(opts: list) -> list:
- """Return list of options for radio items in control panel. The items in
- the list are dictionaries with keys "label" and "value".
-
- :params opts: List of options (str) to be used for the generated list.
- :type opts: list
- :returns: List of options (dict).
- :rtype: list
- """
- return [{"label": i, "value": i} for i in opts]
-
- def _set_job_params(self, job: str) -> dict:
- """Create a dictionary with all options and values for (and from) the
- given job.
-
- :params job: The name of job for and from which the dictionary will be
- created.
- :type job: str
- :returns: Dictionary with all options and values for (and from) the
- given job.
- :rtype: dict
- """
-
- lst_job = job.split("-")
- return {
- "job": job,
- "dut": lst_job[1],
- "ttype": lst_job[3],
- "cadence": lst_job[4],
- "tbed": "-".join(lst_job[-2:]),
- "duts": self._generate_options(self._get_duts()),
- "ttypes": self._generate_options(self._get_ttypes(lst_job[1])),
- "cadences": self._generate_options(self._get_cadences(
- lst_job[1], lst_job[3])),
- "tbeds": self._generate_options(self._get_test_beds(
- lst_job[1], lst_job[3], lst_job[4]))
- }
-
- def _show_tooltip(self, id: str, title: str,
- clipboard_id: str=None) -> list:
- """Generate list of elements to display a text (e.g. a title) with a
- tooltip and optionaly with Copy&Paste icon and the clipboard
- functionality enabled.
-
- :param id: Tooltip ID.
- :param title: A text for which the tooltip will be displayed.
- :param clipboard_id: If defined, a Copy&Paste icon is displayed and the
- clipboard functionality is enabled.
- :type id: str
- :type title: str
- :type clipboard_id: str
- :returns: List of elements to display a text with a tooltip and
- optionaly with Copy&Paste icon.
- :rtype: list
- """
-
- return [
- dcc.Clipboard(target_id=clipboard_id, title="Copy URL") \
- if clipboard_id else str(),
- f"{title} ",
- dbc.Badge(
- id=id,
- children="?",
- pill=True,
- color="white",
- text_color="info",
- class_name="border ms-1",
- ),
- dbc.Tooltip(
- children=self._tooltips.get(id, str()),
- target=id,
- placement="auto"
- )
- ]
-
def add_content(self):
"""Top level method which generated the web page.
id="div-main",
children=[
dcc.Store(id="control-panel"),
+ dcc.Location(id="url", refresh=False),
dbc.Row(
id="row-navbar",
class_name="g-0",
"""Add column with control panel. It is placed on the left side.
:returns: Column with the control panel.
- :rtype: dbc.col
+ :rtype: dbc.Col
"""
return dbc.Col(
"""Add column with tables. It is placed on the right side.
:returns: Column with tables.
- :rtype: dbc.col
+ :rtype: dbc.Col
"""
return dbc.Col(
id="row-table-failed",
class_name="g-0 p-2",
children=self._default_tab_failed
+ ),
+ dbc.Row(
+ class_name="g-0 p-2",
+ align="center",
+ justify="start",
+ children=[
+ dbc.InputGroup(
+ class_name="me-1",
+ children=[
+ dbc.InputGroupText(
+ style=C.URL_STYLE,
+ children=show_tooltip(
+ self._tooltips,
+ "help-url", "URL",
+ "input-url"
+ )
+ ),
+ dbc.Input(
+ id="input-url",
+ readonly=True,
+ type="url",
+ style=C.URL_STYLE,
+ value=""
+ )
+ ]
+ )
+ ]
)
],
width=9,
children=[
dbc.Label(
class_name="p-0",
- children=self._show_tooltip(
+ children=show_tooltip(self._tooltips,
"help-dut", "Device under Test")
),
dbc.Row(
children=[
dbc.Label(
class_name="p-0",
- children=self._show_tooltip(
+ children=show_tooltip(self._tooltips,
"help-ttype", "Test Type"),
),
dbc.RadioItems(
children=[
dbc.Label(
class_name="p-0",
- children=self._show_tooltip(
+ children=show_tooltip(self._tooltips,
"help-cadence", "Cadence"),
),
dbc.RadioItems(
children=[
dbc.Label(
class_name="p-0",
- children=self._show_tooltip(
+ children=show_tooltip(self._tooltips,
"help-tbed", "Test Bed"),
),
dbc.Select(
]
)
]
- ),
+ )
]
)
class ControlPanel:
- """
+ """A class representing the control panel.
"""
def __init__(self, panel: dict, default: dict) -> None:
- """
+ """Initialisation of the control pannel by default values. If
+ particular values are provided (parameter "panel") they are set
+ afterwards.
+
+ :param panel: Custom values to be set to the control panel.
+ :param default: Default values to be set to the control panel.
+ :type panel: dict
+ :type defaults: dict
"""
self._defaults = {
self._panel[key] = panel[key]
def set(self, kwargs: dict) -> None:
+ """Set the values of the Control panel.
+
+ :param kwargs: key - value pairs to be set.
+ :type kwargs: dict
+ :raises KeyError: If the key in kwargs is not present in the Control
+ panel.
+ """
for key, val in kwargs.items():
if key in self._panel:
self._panel[key] = val
return self._panel
def get(self, key: str) -> any:
+ """Returns the value of a key from the Control panel.
+
+ :param key: The key which value should be returned.
+ :type key: str
+ :returns: The value of the key.
+ :rtype: any
+ :raises KeyError: If the key in kwargs is not present in the Control
+ panel.
+ """
return self._panel[key]
def values(self) -> list:
+ """Returns the values from the Control panel as a list.
+
+ :returns: The values from the Control panel.
+ :rtype: list
+ """
return list(self._panel.values())
def callbacks(self, app):
+ """Callbacks for the whole application.
+
+ :param app: The application.
+ :type app: Flask
+ """
@app.callback(
Output("control-panel", "data"), # Store
Output("row-table-failed", "children"),
+ Output("input-url", "value"),
Output("ri-ttypes", "options"),
Output("ri-cadences", "options"),
Output("dd-tbeds", "options"),
Input("ri-ttypes", "value"),
Input("ri-cadences", "value"),
Input("dd-tbeds", "value"),
+ Input("url", "href")
)
- def _update_ctrl_panel(cp_data: dict, dut:str, ttype: str, cadence:str,
- tbed: str) -> tuple:
- """
+ def _update_application(cp_data: dict, dut: str, ttype: str,
+ cadence:str, tbed: str, href: str) -> tuple:
+ """Update the application when the event is detected.
+
+ :param cp_data: Current status of the control panel stored in
+ browser.
+ :param dut: Input - DUT name.
+ :param ttype: Input - Test type.
+ :param cadence: Input - The cadence of the job.
+ :param tbed: Input - The test bed.
+ :param href: Input - The URL provided by the browser.
+ :type cp_data: dict
+ :type dut: str
+ :type ttype: str
+ :type cadence: str
+ :type tbed: str
+ :type href: str
+ :returns: New values for web page elements.
+ :rtype: tuple
"""
ctrl_panel = self.ControlPanel(cp_data, self.default)
+ # Parse the url:
+ parsed_url = url_decode(href)
+ if parsed_url:
+ url_params = parsed_url["params"]
+ else:
+ url_params = None
+
trigger_id = callback_context.triggered[0]["prop_id"].split(".")[0]
if trigger_id == "ri-duts":
- ttype_opts = self._generate_options(self._get_ttypes(dut))
+ ttype_opts = generate_options(get_ttypes(self.job_info, dut))
ttype_val = ttype_opts[0]["value"]
- cad_opts = self._generate_options(
- self._get_cadences(dut, ttype_val))
+ cad_opts = generate_options(
+ get_cadences(self.job_info, dut, ttype_val))
cad_val = cad_opts[0]["value"]
- tbed_opts = self._generate_options(
- self._get_test_beds(dut, ttype_val, cad_val))
+ tbed_opts = generate_options(get_test_beds(
+ self.job_info, dut, ttype_val, cad_val))
tbed_val = tbed_opts[0]["value"]
ctrl_panel.set({
"ri-duts-value": dut,
"dd-tbeds-value": tbed_val
})
elif trigger_id == "ri-ttypes":
- cad_opts = self._generate_options(
- self._get_cadences(ctrl_panel.get("ri-duts-value"), ttype))
+ cad_opts = generate_options(get_cadences(
+ self.job_info, ctrl_panel.get("ri-duts-value"), ttype))
cad_val = cad_opts[0]["value"]
- tbed_opts = self._generate_options(
- self._get_test_beds(ctrl_panel.get("ri-duts-value"),
+ tbed_opts = generate_options(get_test_beds(
+ self.job_info, ctrl_panel.get("ri-duts-value"),
ttype, cad_val))
tbed_val = tbed_opts[0]["value"]
ctrl_panel.set({
"dd-tbeds-value": tbed_val
})
elif trigger_id == "ri-cadences":
- tbed_opts = self._generate_options(
- self._get_test_beds(ctrl_panel.get("ri-duts-value"),
+ tbed_opts = generate_options(get_test_beds(
+ self.job_info, ctrl_panel.get("ri-duts-value"),
ctrl_panel.get("ri-ttypes-value"), cadence))
tbed_val = tbed_opts[0]["value"]
ctrl_panel.set({
ctrl_panel.set({
"dd-tbeds-value": tbed
})
+ elif trigger_id == "url":
+ # TODO: Add verification
+ if url_params:
+ new_job = url_params.get("job", list())[0]
+ if new_job:
+ job_params = set_job_params(self.job_info, new_job)
+ ctrl_panel = self.ControlPanel(None, job_params)
+ else:
+ ctrl_panel = self.ControlPanel(cp_data, self.default)
- job = self._get_job(
+ job = get_job(
+ self.job_info,
ctrl_panel.get("ri-duts-value"),
ctrl_panel.get("ri-ttypes-value"),
ctrl_panel.get("ri-cadences-value"),
ctrl_panel.get("dd-tbeds-value")
)
ctrl_panel.set({"al-job-children": job})
- tab_failed = table_failed(self.data, job)
+ tab_failed = table_news(self.data, job)
ret_val = [
ctrl_panel.panel,
- tab_failed
+ tab_failed,
+ gen_new_url(parsed_url, {"job": job})
]
ret_val.extend(ctrl_panel.values())
return ret_val
Code Review / csit.git / blobdiff