import pandas as pd
import dash_bootstrap_components as dbc
+from flask import Flask
from dash import dcc
from dash import html
-from dash import callback_context, no_update
+from dash import callback_context, no_update, ALL
from dash import Input, Output, State
from dash.exceptions import PreventUpdate
from yaml import load, FullLoader, YAMLError
from datetime import datetime, timedelta
from copy import deepcopy
+from json import loads, JSONDecodeError
from ..data.data import Data
from .graphs import graph_trending, graph_hdrh_latency, \
PLACEHOLDER = html.Nobr("")
- def __init__(self, app, html_layout_file, spec_file, graph_layout_file,
- data_spec_file):
+ DRIVERS = ("avf", "af-xdp", "rdma", "dpdk")
+
+ LABELS = {
+ "dpdk": "DPDK",
+ "container_memif": "LXC/DRC Container Memif",
+ "crypto": "IPSec IPv4 Routing",
+ "ip4": "IPv4 Routing",
+ "ip6": "IPv6 Routing",
+ "ip4_tunnels": "IPv4 Tunnels",
+ "l2": "L2 Ethernet Switching",
+ "srv6": "SRv6 Routing",
+ "vm_vhost": "VMs vhost-user",
+ "nfv_density-dcr_memif-chain_ipsec": "CNF Service Chains Routing IPSec",
+ "nfv_density-vm_vhost-chain_dot1qip4vxlan":"VNF Service Chains Tunnels",
+ "nfv_density-vm_vhost-chain": "VNF Service Chains Routing",
+ "nfv_density-dcr_memif-pipeline": "CNF Service Pipelines Routing",
+ "nfv_density-dcr_memif-chain": "CNF Service Chains Routing",
+ }
+
+ def __init__(self, app: Flask, html_layout_file: str, spec_file: str,
+ graph_layout_file: str, data_spec_file: str,
+ time_period: str=None) -> None:
"""
"""
self._spec_file = spec_file
self._graph_layout_file = graph_layout_file
self._data_spec_file = data_spec_file
+ self._time_period = time_period
# Read the data:
data_mrr = Data(
data_spec_file=self._data_spec_file,
debug=True
- ).read_trending_mrr(days=5)
+ ).read_trending_mrr(days=self._time_period)
data_ndrpdr = Data(
data_spec_file=self._data_spec_file,
debug=True
- ).read_trending_ndrpdr(days=14)
+ ).read_trending_ndrpdr(days=self._time_period)
self._data = pd.concat([data_mrr, data_ndrpdr], ignore_index=True)
+ data_time_period = \
+ (datetime.utcnow() - self._data["start_time"].min()).days
+ if self._time_period > data_time_period:
+ self._time_period = data_time_period
+
+
+ # Get structure of tests:
+ tbs = dict()
+ for _, row in self._data[["job", "test_id"]].drop_duplicates().\
+ iterrows():
+ lst_job = row["job"].split("-")
+ dut = lst_job[1]
+ ttype = lst_job[3]
+ tbed = "-".join(lst_job[-2:])
+ lst_test = row["test_id"].split(".")
+ if dut == "dpdk":
+ area = "dpdk"
+ else:
+ area = "-".join(lst_test[3:-2])
+ suite = lst_test[-2].replace("2n1l-", "").replace("1n1l-", "").\
+ replace("2n-", "")
+ test = lst_test[-1]
+ nic = suite.split("-")[0]
+ for drv in self.DRIVERS:
+ if drv in test:
+ if drv == "af-xdp":
+ driver = "af_xdp"
+ else:
+ driver = drv
+ test = test.replace(f"{drv}-", "")
+ break
+ else:
+ driver = "dpdk"
+ infra = "-".join((tbed, nic, driver))
+ lst_test = test.split("-")
+ framesize = lst_test[0]
+ core = lst_test[1] if lst_test[1] else "1C"
+ test = "-".join(lst_test[2: -1])
+
+ if tbs.get(dut, None) is None:
+ tbs[dut] = dict()
+ if tbs[dut].get(infra, None) is None:
+ tbs[dut][infra] = dict()
+ if tbs[dut][infra].get(area, None) is None:
+ tbs[dut][infra][area] = dict()
+ if tbs[dut][infra][area].get(test, None) is None:
+ tbs[dut][infra][area][test] = dict()
+ tbs[dut][infra][area][test]["core"] = list()
+ tbs[dut][infra][area][test]["frame-size"] = list()
+ tbs[dut][infra][area][test]["test-type"] = list()
+ if core.upper() not in tbs[dut][infra][area][test]["core"]:
+ tbs[dut][infra][area][test]["core"].append(core.upper())
+ if framesize.upper() not in \
+ tbs[dut][infra][area][test]["frame-size"]:
+ tbs[dut][infra][area][test]["frame-size"].append(
+ framesize.upper())
+ if ttype == "mrr":
+ if "MRR" not in tbs[dut][infra][area][test]["test-type"]:
+ tbs[dut][infra][area][test]["test-type"].append("MRR")
+ elif ttype == "ndrpdr":
+ if "NDR" not in tbs[dut][infra][area][test]["test-type"]:
+ tbs[dut][infra][area][test]["test-type"].extend(
+ ("NDR", "PDR"))
+ self._spec_tbs = tbs
+
# Read from files:
self._html_layout = ""
- self._spec_tbs = None
self._graph_layout = None
try:
f"Not possible to open the file {self._html_layout_file}\n{err}"
)
- try:
- with open(self._spec_file, "r") as file_read:
- self._spec_tbs = load(file_read, Loader=FullLoader)
- except IOError as err:
- raise RuntimeError(
- f"Not possible to open the file {self._spec_file,}\n{err}"
- )
- except YAMLError as err:
- raise RuntimeError(
- f"An error occurred while parsing the specification file "
- f"{self._spec_file,}\n"
- f"{err}"
- )
-
try:
with open(self._graph_layout_file, "r") as file_read:
self._graph_layout = load(file_read, Loader=FullLoader)
def layout(self):
return self._graph_layout
+ @property
+ def time_period(self):
+ return self._time_period
+
+ def label(self, key: str) -> str:
+ return self.LABELS.get(key, key)
+
def add_content(self):
"""
"""
),
dcc.Loading(
dbc.Offcanvas(
+ class_name="w-50",
id="offcanvas-metadata",
title="Throughput And Latency",
placement="end",
return dbc.Col(
id="col-plotting-area",
children=[
- dbc.Row( # Throughput
- id="row-graph-tput",
- class_name="g-0 p-2",
- children=[
- self.PLACEHOLDER
- ]
- ),
- dbc.Row( # Latency
- id="row-graph-lat",
- class_name="g-0 p-2",
- children=[
- self.PLACEHOLDER
- ]
- ),
- dbc.Row( # Download
- id="row-btn-download",
- class_name="g-0 p-2",
+ dcc.Loading(
children=[
- self.PLACEHOLDER
+ dbc.Row( # Throughput
+ id="row-graph-tput",
+ class_name="g-0 p-2",
+ children=[
+ self.PLACEHOLDER
+ ]
+ ),
+ dbc.Row( # Latency
+ id="row-graph-lat",
+ class_name="g-0 p-2",
+ children=[
+ self.PLACEHOLDER
+ ]
+ ),
+ dbc.Row( # Download
+ id="row-btn-download",
+ class_name="g-0 p-2",
+ children=[
+ self.PLACEHOLDER
+ ]
+ )
]
)
],
class_name="g-0 p-2",
children=[
dbc.Row(
- class_name="gy-1",
+ class_name="g-0",
children=[
- dbc.Label(
- "Physical Test Bed Topology, NIC and Driver",
- class_name="p-0"
- ),
- dbc.Select(
- id="dd-ctrl-phy",
- placeholder="Select a Physical Test Bed Topology...",
- options=[
- {"label": k, "value": k} for k in self.spec_tbs.keys()
+ dbc.InputGroup(
+ [
+ dbc.InputGroupText("DUT"),
+ dbc.Select(
+ id="dd-ctrl-dut",
+ placeholder=(
+ "Select a Device under Test..."
+ ),
+ options=sorted(
+ [
+ {"label": k, "value": k} \
+ for k in self.spec_tbs.keys()
+ ],
+ key=lambda d: d["label"]
+ )
+ )
],
+ class_name="mb-3",
size="sm",
),
]
),
dbc.Row(
- class_name="gy-1",
+ class_name="g-0",
children=[
- dbc.Label(
- "Area",
- class_name="p-0"
- ),
- dbc.Select(
- id="dd-ctrl-area",
- placeholder="Select an Area...",
- disabled=True,
+ dbc.InputGroup(
+ [
+ dbc.InputGroupText("Infra"),
+ dbc.Select(
+ id="dd-ctrl-phy",
+ placeholder=(
+ "Select a Physical Test Bed "
+ "Topology..."
+ )
+ )
+ ],
+ class_name="mb-3",
size="sm",
),
]
),
dbc.Row(
- class_name="gy-1",
+ class_name="g-0",
children=[
- dbc.Label(
- "Test",
- class_name="p-0"
+ dbc.InputGroup(
+ [
+ dbc.InputGroupText("Area"),
+ dbc.Select(
+ id="dd-ctrl-area",
+ placeholder="Select an Area...",
+ disabled=True,
+ ),
+ ],
+ class_name="mb-3",
+ size="sm",
),
- dbc.Select(
- id="dd-ctrl-test",
- placeholder="Select a Test...",
- disabled=True,
+ ]
+ ),
+ dbc.Row(
+ class_name="g-0",
+ children=[
+ dbc.InputGroup(
+ [
+ dbc.InputGroupText("Test"),
+ dbc.Select(
+ id="dd-ctrl-test",
+ placeholder="Select a Test...",
+ disabled=True,
+ ),
+ ],
+ class_name="mb-3",
size="sm",
),
]
]
),
dbc.Row(
- class_name="gy-1",
+ class_name="gy-1 p-0",
children=[
dbc.ButtonGroup(
[
dbc.Button(
id="btn-ctrl-add",
children="Add Selected",
- color="secondary",
+ class_name="me-1",
+ color="info"
)
],
size="md",
children=[
dcc.DatePickerRange(
id="dpr-period",
+ className="d-flex justify-content-center",
min_date_allowed=\
- datetime.utcnow()-timedelta(days=180),
+ datetime.utcnow() - timedelta(
+ days=self.time_period),
max_date_allowed=datetime.utcnow(),
initial_visible_month=datetime.utcnow(),
- start_date=datetime.utcnow() - timedelta(days=180),
+ start_date=\
+ datetime.utcnow() - timedelta(
+ days=self.time_period),
end_date=datetime.utcnow(),
display_format="D MMMM YY"
)
style=self.STYLE_DISABLED,
children=[
dbc.ButtonGroup(
+ class_name="gy-2",
children=[
- dbc.Button(
- id="btn-sel-remove-all",
- children="Remove All",
- class_name="w-100",
- color="secondary",
- disabled=False
- ),
dbc.Button(
id="btn-sel-remove",
children="Remove Selected",
- class_name="w-100",
- color="secondary",
+ class_name="w-100 me-1",
+ color="info",
disabled=False
),
dbc.Button(
- id="btn-sel-display",
- children="Display",
- class_name="w-100",
- color="secondary",
+ id="btn-sel-remove-all",
+ children="Remove All",
+ class_name="w-100 me-1",
+ color="info",
disabled=False
- )
+ ),
],
size="md",
)
# Defines also the order of keys
self._defaults = {
+ "dd-ctrl-dut-value": str(),
+ "dd-ctrl-phy-options": list(),
+ "dd-ctrl-phy-disabled": True,
"dd-ctrl-phy-value": str(),
"dd-ctrl-area-options": list(),
"dd-ctrl-area-disabled": True,
"""Display selected tests with checkboxes
"""
if selection:
- return [
- {"label": v["id"], "value": v["id"]} for v in selection
- ]
+ return [{"label": v["id"], "value": v["id"]} for v in selection]
else:
return list()
if fig_tput:
row_fig_tput = [
- dcc.Loading(
- dcc.Graph(
- id="graph-tput",
- figure=fig_tput
- )
- ),
+ dcc.Graph(
+ id={"type": "graph", "index": "tput"},
+ figure=fig_tput
+ )
]
row_btn_dwnld = [
dcc.Loading(children=[
dbc.Button(
id="btn-download-data",
- children=["Download Data"]
+ children=["Download Data"],
+ class_name="me-1",
+ color="info"
),
dcc.Download(id="download-data")
]),
]
if fig_lat:
row_fig_lat = [
- dcc.Loading(
- dcc.Graph(
- id="graph-latency",
- figure=fig_lat
- )
+ dcc.Graph(
+ id={"type": "graph", "index": "lat"},
+ figure=fig_lat
)
]
Output("row-btn-download", "children"),
Output("row-card-sel-tests", "style"),
Output("row-btns-sel-tests", "style"),
+ Output("dd-ctrl-dut", "value"),
+ Output("dd-ctrl-phy", "options"),
+ Output("dd-ctrl-phy", "disabled"),
Output("dd-ctrl-phy", "value"),
Output("dd-ctrl-area", "options"),
Output("dd-ctrl-area", "disabled"),
State("control-panel", "data"), # Store
State("selected-tests", "data"), # Store
State("cl-selected", "value"), # User selection
+ Input("dd-ctrl-dut", "value"),
Input("dd-ctrl-phy", "value"),
Input("dd-ctrl-area", "value"),
Input("dd-ctrl-test", "value"),
Input("btn-ctrl-add", "n_clicks"),
Input("dpr-period", "start_date"),
Input("dpr-period", "end_date"),
- Input("btn-sel-display", "n_clicks"),
Input("btn-sel-remove", "n_clicks"),
Input("btn-sel-remove-all", "n_clicks"),
)
def _update_ctrl_panel(cp_data: dict, store_sel: list, list_sel: list,
- dd_phy: str, dd_area: str, dd_test: str, cl_core: list,
+ dd_dut: str, dd_phy: str, dd_area: str, dd_test: str, cl_core: list,
cl_core_all: list, cl_framesize: list, cl_framesize_all: list,
cl_testtype: list, cl_testtype_all: list, btn_add: int,
- d_start: str, d_end: str, btn_display: int, btn_remove: int,
+ d_start: str, d_end: str, btn_remove: int,
btn_remove_all: int) -> tuple:
"""
"""
trigger_id = callback_context.triggered[0]["prop_id"].split(".")[0]
+ if trigger_id == "dd-ctrl-dut":
+ try:
+ options = sorted(
+ [
+ {"label": v, "value": v}
+ for v in self.spec_tbs[dd_dut].keys()
+ ],
+ key=lambda d: d["label"]
+ )
+ disabled = False
+ except KeyError:
+ options = list()
+ disabled = True
+ ctrl_panel.set({
+ "dd-ctrl-dut-value": dd_dut,
+ "dd-ctrl-phy-value": str(),
+ "dd-ctrl-phy-options": options,
+ "dd-ctrl-phy-disabled": disabled,
+ "dd-ctrl-area-value": str(),
+ "dd-ctrl-area-options": list(),
+ "dd-ctrl-area-disabled": True,
+ "dd-ctrl-test-options": list(),
+ "dd-ctrl-test-disabled": True,
+ "cl-ctrl-core-options": list(),
+ "cl-ctrl-core-value": list(),
+ "cl-ctrl-core-all-value": list(),
+ "cl-ctrl-core-all-options": self.CL_ALL_DISABLED,
+ "cl-ctrl-framesize-options": list(),
+ "cl-ctrl-framesize-value": list(),
+ "cl-ctrl-framesize-all-value": list(),
+ "cl-ctrl-framesize-all-options": self.CL_ALL_DISABLED,
+ "cl-ctrl-testtype-options": list(),
+ "cl-ctrl-testtype-value": list(),
+ "cl-ctrl-testtype-all-value": list(),
+ "cl-ctrl-testtype-all-options": self.CL_ALL_DISABLED,
+ })
if trigger_id == "dd-ctrl-phy":
try:
- options = [
- {"label": self.spec_tbs[dd_phy][v]["label"], "value": v}
- for v in [v for v in self.spec_tbs[dd_phy].keys()]
- ]
+ dut = ctrl_panel.get("dd-ctrl-dut-value")
+ options = sorted(
+ [
+ {"label": self.label(v), "value": v}
+ for v in self.spec_tbs[dut][dd_phy].keys()
+ ],
+ key=lambda d: d["label"]
+ )
disabled = False
except KeyError:
options = list()
- disabled = no_update
+ disabled = True
ctrl_panel.set({
"dd-ctrl-phy-value": dd_phy,
"dd-ctrl-area-value": str(),
"cl-ctrl-testtype-value": list(),
"cl-ctrl-testtype-all-value": list(),
"cl-ctrl-testtype-all-options": self.CL_ALL_DISABLED,
- "btn-ctrl-add-disabled": True,
})
elif trigger_id == "dd-ctrl-area":
try:
+ dut = ctrl_panel.get("dd-ctrl-dut-value")
phy = ctrl_panel.get("dd-ctrl-phy-value")
- options = [
- {"label": v, "value": v}
- for v in self.spec_tbs[phy][dd_area]["test"]
- ]
+ options = sorted(
+ [
+ {"label": v, "value": v}
+ for v in self.spec_tbs[dut][phy][dd_area].keys()
+ ],
+ key=lambda d: d["label"]
+ )
disabled = False
except KeyError:
options = list()
"cl-ctrl-testtype-value": list(),
"cl-ctrl-testtype-all-value": list(),
"cl-ctrl-testtype-all-options": self.CL_ALL_DISABLED,
- "btn-ctrl-add-disabled": True,
})
elif trigger_id == "dd-ctrl-test":
core_opts = list()
framesize_opts = list()
testtype_opts = list()
+ dut = ctrl_panel.get("dd-ctrl-dut-value")
phy = ctrl_panel.get("dd-ctrl-phy-value")
area = ctrl_panel.get("dd-ctrl-area-value")
- if phy and area and dd_test:
+ cores = self.spec_tbs[dut][phy][area][dd_test]["core"]
+ fsizes = self.spec_tbs[dut][phy][area][dd_test]["frame-size"]
+ ttypes = self.spec_tbs[dut][phy][area][dd_test]["test-type"]
+ if dut and phy and area and dd_test:
core_opts = [
- {"label": v, "value": v}
- for v in self.spec_tbs[phy][area]["core"]
+ {"label": v, "value": v} for v in sorted(cores)
]
framesize_opts = [
- {"label": v, "value": v}
- for v in self.spec_tbs[phy][area]["frame-size"]
+ {"label": v, "value": v} for v in sorted(fsizes)
]
testtype_opts = [
- {"label": v, "value": v}
- for v in self.spec_tbs[phy][area]["test-type"]
+ {"label": v, "value": v}for v in sorted(ttypes)
]
ctrl_panel.set({
"dd-ctrl-test-value": dd_test,
"cl-ctrl-testtype-value": list(),
"cl-ctrl-testtype-all-value": list(),
"cl-ctrl-testtype-all-options": self.CL_ALL_ENABLED,
- "btn-ctrl-add-disabled": False,
})
elif trigger_id == "cl-ctrl-core":
val_sel, val_all = self._sync_checklists(
})
elif trigger_id == "btn-ctrl-add":
_ = btn_add
+ dut = ctrl_panel.get("dd-ctrl-dut-value")
phy = ctrl_panel.get("dd-ctrl-phy-value")
area = ctrl_panel.get("dd-ctrl-area-value")
test = ctrl_panel.get("dd-ctrl-test-value")
framesizes = ctrl_panel.get("cl-ctrl-framesize-value")
testtypes = ctrl_panel.get("cl-ctrl-testtype-value")
# Add selected test to the list of tests in store:
- if phy and area and test and cores and framesizes and testtypes:
+ if all((dut, phy, area, test, cores, framesizes, testtypes)):
if store_sel is None:
store_sel = list()
for core in cores:
for framesize in framesizes:
for ttype in testtypes:
- tid = (
- f"{phy.replace('af_xdp', 'af-xdp')}-"
- f"{area}-"
- f"{framesize.lower()}-"
- f"{core.lower()}-"
- f"{test}-"
- f"{ttype.lower()}"
- )
+ if dut == "trex":
+ core = str()
+ tid = "-".join((
+ dut, phy.replace('af_xdp', 'af-xdp'), area,
+ framesize.lower(), core.lower(), test,
+ ttype.lower()
+ ))
if tid not in [itm["id"] for itm in store_sel]:
store_sel.append({
"id": tid,
+ "dut": dut,
"phy": phy,
"area": area,
"test": test,
"core": core.lower(),
"testtype": ttype.lower()
})
+ store_sel = sorted(store_sel, key=lambda d: d["id"])
row_card_sel_tests = self.STYLE_ENABLED
row_btns_sel_tests = self.STYLE_ENABLED
ctrl_panel.set(ctrl_panel.defaults)
ctrl_panel.set({
"cl-selected-options": self._list_tests(store_sel)
})
- elif trigger_id in ("btn-sel-display", "dpr-period"):
- _ = btn_display
+ row_fig_tput, row_fig_lat, row_btn_dwnld = \
+ _generate_plotting_arrea(
+ graph_trending(
+ self.data, store_sel, self.layout, d_start,
+ d_end
+ )
+ )
+ elif trigger_id == "dpr-period":
row_fig_tput, row_fig_lat, row_btn_dwnld = \
_generate_plotting_arrea(
graph_trending(
store_sel = new_store_sel
if store_sel:
row_fig_tput, row_fig_lat, row_btn_dwnld = \
- _generate_plotting_arrea(
- graph_trending(
- self.data, store_sel, self.layout, d_start, d_end
+ _generate_plotting_arrea(
+ graph_trending(
+ self.data, store_sel, self.layout, d_start,
+ d_end
+ )
)
- )
ctrl_panel.set({
"cl-selected-options": self._list_tests(store_sel)
})
"cl-selected-options": list()
})
+ if ctrl_panel.get("cl-ctrl-core-value") and \
+ ctrl_panel.get("cl-ctrl-framesize-value") and \
+ ctrl_panel.get("cl-ctrl-testtype-value"):
+ disabled = False
+ else:
+ disabled = True
+ ctrl_panel.set({
+ "btn-ctrl-add-disabled": disabled
+ })
+
ret_val = [
ctrl_panel.panel, store_sel,
row_fig_tput, row_fig_lat, row_btn_dwnld,
Output("metadata-tput-lat", "children"),
Output("metadata-hdrh-graph", "children"),
Output("offcanvas-metadata", "is_open"),
- Input("graph-tput", "clickData"),
- Input("graph-latency", "clickData")
+ Input({"type": "graph", "index": ALL}, "clickData"),
+ prevent_initial_call=True
)
- def _show_metadata_from_graphs(
- tput_data: dict, lat_data: dict) -> tuple:
+ def _show_metadata_from_graphs(graph_data: dict) -> tuple:
"""
"""
- if not (tput_data or lat_data):
+ try:
+ trigger_id = loads(
+ callback_context.triggered[0]["prop_id"].split(".")[0]
+ )["index"]
+ idx = 0 if trigger_id == "tput" else 1
+ graph_data = graph_data[idx]["points"][0]
+ except (JSONDecodeError, IndexError, KeyError, ValueError,
+ TypeError):
raise PreventUpdate
metadata = no_update
graph = list()
- trigger_id = callback_context.triggered[0]["prop_id"].split(".")[0]
- if trigger_id == "graph-tput":
+ children = [
+ dbc.ListGroupItem(
+ [dbc.Badge(x.split(":")[0]), x.split(": ")[1]]
+ ) for x in graph_data.get("text", "").split("<br>")
+ ]
+ if trigger_id == "tput":
title = "Throughput"
- txt = tput_data["points"][0]["text"].replace("<br>", "\n")
- elif trigger_id == "graph-latency":
+ elif trigger_id == "lat":
title = "Latency"
- txt = lat_data["points"][0]["text"].replace("<br>", "\n")
- hdrh_data = lat_data["points"][0].get("customdata", None)
+ hdrh_data = graph_data.get("customdata", None)
if hdrh_data:
graph = [dbc.Card(
- class_name="g-0",
+ class_name="gy-2 p-0",
children=[
dbc.CardHeader(hdrh_data.pop("name")),
dbc.CardBody(children=[
]
metadata = [
dbc.Card(
- class_name="g-0",
+ class_name="gy-2 p-0",
children=[
dbc.CardHeader(children=[
dcc.Clipboard(
]),
dbc.CardBody(
id="tput-lat-metadata",
- children=[txt]
+ class_name="p-0",
+ children=[dbc.ListGroup(children, flush=True), ]
)
]
)
Code Review / csit.git / blobdiff