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fix: update popmon_dp_loader_example notebook for popmon 1.0+ API #1209

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fix: update popmon_dp_loader_example notebook for popmon 1.0+ API #1209

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28 changes: 21 additions & 7 deletions examples/popmon_dp_loader_example.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -65,7 +65,24 @@
"except ImportError:\n",
" import dataprofiler as dp\n",
"import pandas as pd\n",
"import popmon # noqa"
"import popmon # noqa\n",
"\n",
"from popmon import Settings\n",
"\n",
"\n",
"def make_settings(time_axis):\n",
" \"\"\"Create popmon Settings with our custom config (popmon 1.0+ API).\n",
"\n",
" A fresh Settings is needed for each pm_stability_report call because\n",
" settings.bin_specs gets mutated on each call. The time_axis must be set\n",
" on settings; the time_axis kwarg to pm_stability_report is ignored when\n",
" settings is provided.\n",
" \"\"\"\n",
" s = Settings()\n",
" s.time_axis = time_axis\n",
" s.report.extended_report = False\n",
" s.monitoring.monitoring_rules = {\"*_pull\": [10, 7, -7, -10]}\n",
" return s"
]
},
{
Expand Down Expand Up @@ -204,8 +221,7 @@
" time_axis=time_index,\n",
" time_width=\"1w\",\n",
" time_offset=\"2015-07-02\",\n",
" extended_report=False,\n",
" pull_rules={\"*_pull\": [10, 7, -7, -10]},\n",
" settings=make_settings(time_index),\n",
")\n",
"\n",
"# Save popmon reports\n",
Expand Down Expand Up @@ -234,8 +250,7 @@
" time_axis=time_index,\n",
" time_width=\"1w\",\n",
" time_offset=\"2015-07-02\",\n",
" extended_report=False,\n",
" pull_rules={\"*_pull\": [10, 7, -7, -10]},\n",
" settings=make_settings(time_index),\n",
")\n",
"\n",
"# Save popmon reports\n",
Expand Down Expand Up @@ -366,8 +381,7 @@
" time_axis=time_index,\n",
" time_width=\"1w\",\n",
" time_offset=\"2015-07-02\",\n",
" extended_report=False,\n",
" pull_rules={\"*_pull\": [10, 7, -7, -10]},\n",
" settings=make_settings(time_index),\n",
")"
]
},
Expand Down