diff --git a/tracetools_analysis/analysis/callback_duration.ipynb b/tracetools_analysis/analysis/callback_duration.ipynb
index 6faabbe..e7d033c 100644
--- a/tracetools_analysis/analysis/callback_duration.ipynb
+++ b/tracetools_analysis/analysis/callback_duration.ipynb
@@ -21,6 +21,7 @@
"# src/ros2/ros2_tracing/tracetools_read/\n",
"sys.path.insert(0, '../')\n",
"sys.path.insert(0, '../../../ros2/ros2_tracing/tracetools_read/')\n",
+ "import datetime as dt\n",
"import os\n",
"\n",
"from bokeh.plotting import figure\n",
@@ -28,6 +29,8 @@
"from bokeh.io import show\n",
"from bokeh.layouts import row\n",
"from bokeh.models import ColumnDataSource\n",
+ "from bokeh.models import DatetimeTickFormatter\n",
+ "from bokeh.models import PrintfTickFormatter\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
@@ -46,7 +49,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "374 events\n"
+ "459 events\n"
]
}
],
@@ -390,7 +393,7 @@
"\n",
"\n",
"\n",
- " \n"
+ " \n"
]
},
"metadata": {},
@@ -402,8 +405,8 @@
"(function(root) {\n",
" function embed_document(root) {\n",
" \n",
- " var docs_json = {\"710b83fb-e539-40b6-948f-65ef8636a944\":{\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"id\":\"1050\",\"subtype\":\"Figure\",\"type\":\"Plot\"}]},\"id\":\"1089\",\"type\":\"Row\"},{\"attributes\":{\"callback\":null},\"id\":\"1006\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1072\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1103\",\"type\":\"BoxAnnotation\"}},\"id\":\"1073\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"below\":[{\"id\":\"1061\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1065\",\"type\":\"Grid\"},{\"id\":\"1070\",\"type\":\"Grid\"}],\"left\":[{\"id\":\"1066\",\"type\":\"LinearAxis\"}],\"plot_height\":450,\"plot_width\":450,\"renderers\":[{\"id\":\"1087\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1051\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1077\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1053\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1057\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1055\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1059\",\"type\":\"LinearScale\"}},\"id\":\"1050\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1074\",\"type\":\"SaveTool\"},{\"attributes\":{\"axis_label\":\"start\",\"formatter\":{\"id\":\"1046\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1015\",\"type\":\"BasicTicker\"}},\"id\":\"1014\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data_source\":{\"id\":\"1002\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1038\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1039\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1041\",\"type\":\"CDSView\"}},\"id\":\"1040\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"timestamp\"},\"y\":{\"field\":\"duration\"}},\"id\":\"1038\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1075\",\"type\":\"ResetTool\"},{\"attributes\":{\"align\":\"center\",\"text\":\"Duration 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Application\",\"version\":\"1.2.0\"}};\n",
- " var render_items = [{\"docid\":\"710b83fb-e539-40b6-948f-65ef8636a944\",\"roots\":{\"1089\":\"dd26af77-eedc-422e-8660-c38111a4266d\"}}];\n",
+ " var docs_json = {\"25f18ded-2f35-4a38-abec-8df60f34ad3e\":{\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"id\":\"1052\",\"subtype\":\"Figure\",\"type\":\"Plot\"}]},\"id\":\"1091\",\"type\":\"Row\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1073\",\"type\":\"PanTool\"},{\"id\":\"1074\",\"type\":\"WheelZoomTool\"},{\"id\":\"1075\",\"type\":\"BoxZoomTool\"},{\"id\":\"1076\",\"type\":\"SaveTool\"},{\"id\":\"1077\",\"type\":\"ResetTool\"},{\"id\":\"1078\",\"type\":\"HelpTool\"}]},\"id\":\"1079\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1050\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"1015\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1073\",\"type\":\"PanTool\"},{\"attributes\":{\"callback\":null},\"id\":\"1008\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"1086\",\"type\":\"ColumnDataSource\"}},\"id\":\"1090\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1074\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1020\",\"type\":\"BasicTicker\"}},\"id\":\"1023\",\"type\":\"Grid\"},{\"attributes\":{\"ticker\":{\"id\":\"1015\",\"type\":\"BasicTicker\"}},\"id\":\"1018\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"1086\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1087\",\"type\":\"Quad\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1088\",\"type\":\"Quad\"},\"selection_glyph\":null,\"view\":{\"id\":\"1090\",\"type\":\"CDSView\"}},\"id\":\"1089\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"1104\",\"type\":\"BoxAnnotation\"}},\"id\":\"1075\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"below\":[{\"id\":\"1063\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1067\",\"type\":\"Grid\"},{\"id\":\"1072\",\"type\":\"Grid\"}],\"left\":[{\"id\":\"1068\",\"type\":\"LinearAxis\"}],\"plot_height\":450,\"plot_width\":450,\"renderers\":[{\"id\":\"1089\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1053\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1079\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1055\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1059\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1057\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1061\",\"type\":\"LinearScale\"}},\"id\":\"1052\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1076\",\"type\":\"SaveTool\"},{\"attributes\":{\"axis_label\":\"duration 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-- tid: 9876, period: 500 ms\"},\"id\":\"1004\",\"type\":\"Title\"}],\"root_ids\":[\"1091\"]},\"title\":\"Bokeh Application\",\"version\":\"1.2.0\"}};\n",
+ " var render_items = [{\"docid\":\"25f18ded-2f35-4a38-abec-8df60f34ad3e\",\"roots\":{\"1091\":\"55770a40-08ff-495a-8fa8-6023595f7557\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
@@ -429,7 +432,7 @@
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
- "id": "1089"
+ "id": "1091"
}
},
"output_type": "display_data"
@@ -443,7 +446,7 @@
"\n",
"\n",
"\n",
- " \n"
+ " \n"
]
},
"metadata": {},
@@ -455,8 +458,8 @@
"(function(root) {\n",
" function embed_document(root) {\n",
" \n",
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-- node: test_ping, tid: 9876, topic: /pong\"},\"id\":\"1199\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1259\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data_source\":{\"id\":\"1281\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1282\",\"type\":\"Quad\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1283\",\"type\":\"Quad\"},\"selection_glyph\":null,\"view\":{\"id\":\"1285\",\"type\":\"CDSView\"}},\"id\":\"1284\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1220\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis_label\":\"duration (ms)\",\"formatter\":{\"id\":\"1310\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1259\",\"type\":\"BasicTicker\"}},\"id\":\"1258\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1242\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1205\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"1281\",\"type\":\"ColumnDataSource\"}},\"id\":\"1285\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null},\"id\":\"1252\",\"type\":\"DataRange1d\"},{\"attributes\":{\"ticker\":{\"id\":\"1210\",\"type\":\"BasicTicker\"}},\"id\":\"1213\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1256\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1310\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1308\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"1209\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1213\",\"type\":\"Grid\"},{\"id\":\"1218\",\"type\":\"Grid\"},{\"id\":\"1243\",\"type\":\"Legend\"}],\"left\":[{\"id\":\"1214\",\"type\":\"LinearAxis\"}],\"plot_height\":450,\"plot_width\":450,\"renderers\":[{\"id\":\"1235\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1199\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1225\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1201\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1205\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1203\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1207\",\"type\":\"LinearScale\"}},\"id\":\"1198\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"label\":{\"value\":\"[lambda]\"},\"renderers\":[{\"id\":\"1235\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1244\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis_label\":\"duration (ms)\",\"formatter\":{\"id\":\"1239\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1215\",\"type\":\"BasicTicker\"}},\"id\":\"1214\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"timestamp\"},\"y\":{\"field\":\"duration\"}},\"id\":\"1233\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1245\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"1215\",\"type\":\"BasicTicker\"}],\"root_ids\":[\"1286\"]},\"title\":\"Bokeh Application\",\"version\":\"1.2.0\"}};\n",
+ " var render_items = [{\"docid\":\"5e908bd4-c7eb-4bae-b6d0-89beed606b4c\",\"roots\":{\"1286\":\"8339ff2c-a1ca-4310-a781-682c80a2e61b\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
@@ -482,7 +485,7 @@
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
- "id": "1289"
+ "id": "1286"
}
},
"output_type": "display_data"
@@ -496,7 +499,7 @@
"\n",
"\n",
"\n",
- " \n"
+ " \n"
]
},
"metadata": {},
@@ -508,8 +511,8 @@
"(function(root) {\n",
" function embed_document(root) {\n",
" \n",
- " var docs_json = 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(ms)\",\"formatter\":{\"id\":\"1460\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1436\",\"type\":\"BasicTicker\"}},\"id\":\"1435\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1487\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1436\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1491\",\"type\":\"ResetTool\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1436\",\"type\":\"BasicTicker\"}},\"id\":\"1439\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1488\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1426\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"timestamp\"},\"y\":{\"field\":\"duration\"}},\"id\":\"1455\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"1551\",\"type\":\"BoxAnnotation\"}},\"id\":\"1489\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"1500\",\"type\":\"ColumnDataSource\"}},\"id\":\"1504\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"timestamp\"},\"y\":{\"field\":\"duration\"}},\"id\":\"1454\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1490\",\"type\":\"SaveTool\"},{\"attributes\":{\"align\":\"center\",\"text\":\"Duration histogram\"},\"id\":\"1467\",\"type\":\"Title\"},{\"attributes\":{\"bottom\":{\"value\":0},\"fill_color\":{\"value\":\"#1f77b4\"},\"left\":{\"field\":\"left\"},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"field\":\"right\"},\"top\":{\"field\":\"top\"}},\"id\":\"1501\",\"type\":\"Quad\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1440\",\"type\":\"PanTool\"},{\"id\":\"1441\",\"type\":\"WheelZoomTool\"},{\"id\":\"1442\",\"type\":\"BoxZoomTool\"},{\"id\":\"1443\",\"type\":\"SaveTool\"},{\"id\":\"1444\",\"type\":\"ResetTool\"},{\"id\":\"1445\",\"type\":\"HelpTool\"}]},\"id\":\"1446\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1492\",\"type\":\"HelpTool\"},{\"attributes\":{\"callback\":null},\"id\":\"1469\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1440\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1550\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null},\"id\":\"1471\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1441\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1473\",\"type\":\"LinearScale\"},{\"attributes\":{\"overlay\":{\"id\":\"1463\",\"type\":\"BoxAnnotation\"}},\"id\":\"1442\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1475\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1443\",\"type\":\"SaveTool\"},{\"attributes\":{\"bottom\":{\"value\":0},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"left\":{\"field\":\"left\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"field\":\"right\"},\"top\":{\"field\":\"top\"}},\"id\":\"1502\",\"type\":\"Quad\"},{\"attributes\":{},\"id\":\"1549\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1553\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null},\"id\":\"1422\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis_label\":\"duration (ms)\",\"formatter\":{\"id\":\"1547\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1478\",\"type\":\"BasicTicker\"}},\"id\":\"1477\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1444\",\"type\":\"ResetTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1551\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1428\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1545\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1445\",\"type\":\"HelpTool\"},{\"attributes\":{\"align\":\"center\",\"text\":\"Subscription -- node: test_ping, tid: 18140, topic: /pong\"},\"id\":\"1420\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1478\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1552\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"ticker\":{\"id\":\"1478\",\"type\":\"BasicTicker\"}},\"id\":\"1481\",\"type\":\"Grid\"},{\"attributes\":{\"below\":[{\"id\":\"1477\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1481\",\"type\":\"Grid\"},{\"id\":\"1486\",\"type\":\"Grid\"}],\"left\":[{\"id\":\"1482\",\"type\":\"LinearAxis\"}],\"plot_height\":450,\"plot_width\":450,\"renderers\":[{\"id\":\"1503\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1467\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1493\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1469\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1473\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1471\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1475\",\"type\":\"LinearScale\"}},\"id\":\"1466\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis_label\":\"frequency\",\"formatter\":{\"id\":\"1545\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1483\",\"type\":\"BasicTicker\"}},\"id\":\"1482\",\"type\":\"LinearAxis\"},{\"attributes\":{\"below\":[{\"id\":\"1430\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1434\",\"type\":\"Grid\"},{\"id\":\"1439\",\"type\":\"Grid\"},{\"id\":\"1464\",\"type\":\"Legend\"}],\"left\":[{\"id\":\"1435\",\"type\":\"LinearAxis\"}],\"plot_height\":450,\"plot_width\":450,\"renderers\":[{\"id\":\"1456\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1420\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1446\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1422\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1426\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1424\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1428\",\"type\":\"LinearScale\"}},\"id\":\"1419\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1463\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data_source\":{\"id\":\"1418\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1454\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1455\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1457\",\"type\":\"CDSView\"}},\"id\":\"1456\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1500\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1501\",\"type\":\"Quad\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1502\",\"type\":\"Quad\"},\"selection_glyph\":null,\"view\":{\"id\":\"1504\",\"type\":\"CDSView\"}},\"id\":\"1503\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1483\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"1418\",\"type\":\"ColumnDataSource\"}},\"id\":\"1457\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null},\"id\":\"1424\",\"type\":\"DataRange1d\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1483\",\"type\":\"BasicTicker\"}},\"id\":\"1486\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1460\",\"type\":\"BasicTickFormatter\"}],\"root_ids\":[\"1505\"]},\"title\":\"Bokeh Application\",\"version\":\"1.2.0\"}};\n",
- " var render_items = [{\"docid\":\"5802d7e0-bd5f-4040-95dd-fda2cbedf1ed\",\"roots\":{\"1505\":\"bb511789-b27e-4def-b167-377df1424c7e\"}}];\n",
+ " var docs_json = {\"b61d949d-b1bd-490c-9a29-a17619314661\":{\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"1408\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"id\":\"1457\",\"subtype\":\"Figure\",\"type\":\"Plot\"}]},\"id\":\"1496\",\"type\":\"Row\"},{\"attributes\":{},\"id\":\"1432\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1540\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1464\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null},\"id\":\"1411\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1433\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1541\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1466\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"timestamp\"},\"y\":{\"field\":\"duration\"}},\"id\":\"1444\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1434\",\"type\":\"HelpTool\"},{\"attributes\":{\"align\":\"center\",\"text\":\"Subscription -- node: test_pong, tid: 9877, topic: /ping\"},\"id\":\"1409\",\"type\":\"Title\"},{\"attributes\":{\"axis_label\":\"duration (ms)\",\"formatter\":{\"id\":\"1535\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1469\",\"type\":\"BasicTicker\"}},\"id\":\"1468\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1539\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1469\",\"type\":\"BasicTicker\"},{\"attributes\":{\"callback\":null},\"id\":\"1413\",\"type\":\"DataRange1d\"},{\"attributes\":{\"ticker\":{\"id\":\"1469\",\"type\":\"BasicTicker\"}},\"id\":\"1472\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"1407\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1443\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1444\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1446\",\"type\":\"CDSView\"}},\"id\":\"1445\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1415\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"1407\",\"type\":\"ColumnDataSource\"}},\"id\":\"1446\",\"type\":\"CDSView\"},{\"attributes\":{\"axis_label\":\"frequency\",\"formatter\":{\"id\":\"1533\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1474\",\"type\":\"BasicTicker\"}},\"id\":\"1473\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1417\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1449\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"callback\":null,\"data\":{\"duration\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[63]},\"index\":[1,4,7,10,13,16,19,22,25,28,31,34,37,40,43,46,49,52,55,58,61,64,67,70,73,76,79,82,85,88,91,94,97,100,103,106,109,112,115,118,121,124,127,130,133,136,139,142,145,148,151,154,157,160,163,166,169,172,175,178,181,184,187],\"timestamp\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[63]}},\"selected\":{\"id\":\"1537\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1538\",\"type\":\"UnionRenderers\"}},\"id\":\"1407\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1474\",\"type\":\"BasicTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"1539\",\"type\":\"BoxAnnotation\"}},\"id\":\"1480\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"axis_label\":\"start (2019-07-01 08:42)\",\"formatter\":{\"id\":\"1455\",\"type\":\"DatetimeTickFormatter\"},\"ticker\":{\"id\":\"1420\",\"type\":\"BasicTicker\"}},\"id\":\"1419\",\"type\":\"LinearAxis\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1474\",\"type\":\"BasicTicker\"}},\"id\":\"1477\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1483\",\"type\":\"HelpTool\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1478\",\"type\":\"PanTool\"},{\"id\":\"1479\",\"type\":\"WheelZoomTool\"},{\"id\":\"1480\",\"type\":\"BoxZoomTool\"},{\"id\":\"1481\",\"type\":\"SaveTool\"},{\"id\":\"1482\",\"type\":\"ResetTool\"},{\"id\":\"1483\",\"type\":\"HelpTool\"}]},\"id\":\"1484\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1420\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"1419\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1423\",\"type\":\"Grid\"},{\"id\":\"1428\",\"type\":\"Grid\"},{\"id\":\"1453\",\"type\":\"Legend\"}],\"left\":[{\"id\":\"1424\",\"type\":\"LinearAxis\"}],\"plot_height\":450,\"plot_width\":450,\"renderers\":[{\"id\":\"1445\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1409\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1435\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1411\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1415\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1413\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1417\",\"type\":\"LinearScale\"}},\"id\":\"1408\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1452\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"bottom\":{\"value\":0},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"left\":{\"field\":\"left\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"field\":\"right\"},\"top\":{\"field\":\"top\"}},\"id\":\"1493\",\"type\":\"Quad\"},{\"attributes\":{},\"id\":\"1481\",\"type\":\"SaveTool\"},{\"attributes\":{\"ticker\":{\"id\":\"1420\",\"type\":\"BasicTicker\"}},\"id\":\"1423\",\"type\":\"Grid\"},{\"attributes\":{\"items\":[{\"id\":\"1454\",\"type\":\"LegendItem\"}]},\"id\":\"1453\",\"type\":\"Legend\"},{\"attributes\":{\"axis_label\":\"duration (ms)\",\"formatter\":{\"id\":\"1449\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1425\",\"type\":\"BasicTicker\"}},\"id\":\"1424\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data_source\":{\"id\":\"1491\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1492\",\"type\":\"Quad\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1493\",\"type\":\"Quad\"},\"selection_glyph\":null,\"view\":{\"id\":\"1495\",\"type\":\"CDSView\"}},\"id\":\"1494\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"[lambda]\"},\"renderers\":[{\"id\":\"1445\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1454\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1425\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"1491\",\"type\":\"ColumnDataSource\"}},\"id\":\"1495\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1455\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"1479\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"bottom\":{\"value\":0},\"fill_color\":{\"value\":\"#1f77b4\"},\"left\":{\"field\":\"left\"},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"field\":\"right\"},\"top\":{\"field\":\"top\"}},\"id\":\"1492\",\"type\":\"Quad\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1425\",\"type\":\"BasicTicker\"}},\"id\":\"1428\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"timestamp\"},\"y\":{\"field\":\"duration\"}},\"id\":\"1443\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1533\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1535\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"callback\":null,\"data\":{\"left\":{\"__ndarray__\":\"X85sV+iDpT9bN+9JcZ+wP4YHKGjufLY/stdghmtavD/u00xS9BvBPwQ8aeGyCsQ/GqSFcHH5xj8vDKL/L+jJP0V0vo7u1sw/W9zaHa3Fzz8=\",\"dtype\":\"float64\",\"shape\":[10]},\"right\":{\"__ndarray__\":\"WzfvSXGfsD+GByho7ny2P7LXYIZrWrw/7tNMUvQbwT8EPGnhsgrEPxqkhXBx+cY/Lwyi/y/oyT9FdL6O7tbMP1vc2h2txc8/OKJ71jVa0T8=\",\"dtype\":\"float64\",\"shape\":[10]},\"top\":[2,0,1,32,21,5,1,0,0,1]},\"selected\":{\"id\":\"1540\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1541\",\"type\":\"UnionRenderers\"}},\"id\":\"1491\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1429\",\"type\":\"PanTool\"},{\"id\":\"1430\",\"type\":\"WheelZoomTool\"},{\"id\":\"1431\",\"type\":\"BoxZoomTool\"},{\"id\":\"1432\",\"type\":\"SaveTool\"},{\"id\":\"1433\",\"type\":\"ResetTool\"},{\"id\":\"1434\",\"type\":\"HelpTool\"}]},\"id\":\"1435\",\"type\":\"Toolbar\"},{\"attributes\":{\"align\":\"center\",\"text\":\"Duration histogram\"},\"id\":\"1458\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1482\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1429\",\"type\":\"PanTool\"},{\"attributes\":{\"below\":[{\"id\":\"1468\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1472\",\"type\":\"Grid\"},{\"id\":\"1477\",\"type\":\"Grid\"}],\"left\":[{\"id\":\"1473\",\"type\":\"LinearAxis\"}],\"plot_height\":450,\"plot_width\":450,\"renderers\":[{\"id\":\"1494\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1458\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1484\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1460\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1464\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1462\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1466\",\"type\":\"LinearScale\"}},\"id\":\"1457\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1537\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1538\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null},\"id\":\"1460\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1478\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1430\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"callback\":null},\"id\":\"1462\",\"type\":\"DataRange1d\"},{\"attributes\":{\"overlay\":{\"id\":\"1452\",\"type\":\"BoxAnnotation\"}},\"id\":\"1431\",\"type\":\"BoxZoomTool\"}],\"root_ids\":[\"1496\"]},\"title\":\"Bokeh Application\",\"version\":\"1.2.0\"}};\n",
+ " var render_items = [{\"docid\":\"b61d949d-b1bd-490c-9a29-a17619314661\",\"roots\":{\"1496\":\"d093cb06-af36-418e-95f4-e6532fb522a3\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
@@ -535,7 +538,7 @@
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
- "id": "1505"
+ "id": "1496"
}
},
"output_type": "display_data"
@@ -556,24 +559,29 @@
" owner_info = '[unknown]'\n",
"\n",
" # Duration\n",
- " duration_ns = data_util.get_callback_durations(obj)\n",
- " duration_ms = duration_ns.apply(lambda d: d/1000000.0)\n",
- " source = ColumnDataSource(duration_ms)\n",
- " duration = figure(title=owner_info, x_axis_label='start', y_axis_label='duration (ms)',\n",
+ " duration_df = data_util.get_callback_durations(obj)\n",
+ " starttime = duration_df.loc[:, 'timestamp'].iloc[0].strftime('%Y-%m-%d %H:%M')\n",
+ " source = ColumnDataSource(duration_df)\n",
+ " duration = figure(title=owner_info,\n",
+ " x_axis_label=f'start ({starttime})',\n",
+ " y_axis_label='duration (ms)',\n",
" plot_width=psize, plot_height=psize)\n",
" duration.title.align = 'center'\n",
" duration.line(x='timestamp', y='duration', legend=str(symbol), line_width=2, source=source)\n",
+ " duration.xaxis[0].formatter = DatetimeTickFormatter(seconds=['%Ss'])\n",
"\n",
" # Histogram\n",
- " dur_hist, edges = np.histogram(duration_ms['duration'])\n",
- " duration_ms_hist = pd.DataFrame({'duration': dur_hist, \n",
+ " dur_hist, edges = np.histogram(duration_df['duration'])\n",
+ " duration_hist = pd.DataFrame({'duration': dur_hist, \n",
" 'left': edges[:-1], \n",
" 'right': edges[1:]})\n",
- " hist = figure(title='Duration histogram', x_axis_label='duration (ms)', y_axis_label='frequency',\n",
+ " hist = figure(title='Duration histogram',\n",
+ " x_axis_label='duration (ms)',\n",
+ " y_axis_label='frequency',\n",
" plot_width=psize, plot_height=psize)\n",
" hist.title.align = 'center'\n",
- " hist.quad(bottom=0, top=duration_ms_hist['duration'], \n",
- " left=duration_ms_hist['left'], right=duration_ms_hist['right'])\n",
+ " hist.quad(bottom=0, top=duration_hist['duration'], \n",
+ " left=duration_hist['left'], right=duration_hist['right'])\n",
"\n",
" show(row(duration, hist))"
]