From ca22f0f7cfe6537fa4a991295763de476fe5fb88 Mon Sep 17 00:00:00 2001
From: John-Paul Robinson <jpr@uab.edu>
Date: Tue, 25 Mar 2025 19:29:40 -0500
Subject: [PATCH] Update BCM fetch with novalidate

The rest of the notebook is pretty much the same but with
different date values for the queries.
---
 explore-power-stats.ipynb | 43 +++++++++++++++++++++++++++++++--------
 1 file changed, 35 insertions(+), 8 deletions(-)

diff --git a/explore-power-stats.ipynb b/explore-power-stats.ipynb
index f1ed3fb..11ecd3d 100644
--- a/explore-power-stats.ipynb
+++ b/explore-power-stats.ipynb
@@ -103,7 +103,7 @@
     "#\n",
     "# define the verify bundle via verify, note False means do not verify\n",
     "# https://stackoverflow.com/a/48636689/8928529\n",
-    "response = requests.get('https://master:8081/rest/v1/monitoring/latest', params=params, cert=cert, verify='cheaha-cmd-cabundle.pem')"
+    "response = requests.get('https://master:8081/rest/v1/monitoring/latest', params=params, cert=cert, verify=False)"
    ]
   },
   {
@@ -148,6 +148,15 @@
     "power/count"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "count"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -184,7 +193,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "response = requests.get('https://master:8081/rest/v1/monitoring/dump', params=params, cert=cert, verify='cheaha-cmd-cabundle.pem')"
+    "response = requests.get('https://master:8081/rest/v1/monitoring/dump', params=params, cert=cert, verify=False)"
    ]
   },
   {
@@ -219,6 +228,15 @@
     "df"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df "
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -264,7 +282,7 @@
    "source": [
     "# improve performace by providing format string to avoid per-entry parsing deduction\n",
     "\n",
-    "df.loc['datetime'] = pd.to_datetime(df.time, format=\"%Y/%m/%d %H:%M:%S\")"
+    "df['datetime'] = pd.to_datetime(df.time, format=\"%Y/%m/%d %H:%M:%S\")"
    ]
   },
   {
@@ -379,6 +397,15 @@
     "hourly"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "hourly[\"sum\"].plot()"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -464,7 +491,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "daily.loc['2020-07-05']"
+    "daily.loc['2020-10-05']"
    ]
   },
   {
@@ -503,7 +530,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "daily.loc['2020-06', 'raw'].plot(marker='.', alpha=0.5, linestyle='None')"
+    "daily.loc['2020-9', 'raw'].plot(marker='.', alpha=0.5, linestyle='None')"
    ]
   },
   {
@@ -512,7 +539,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "daily.loc['2020-06-14', 'raw'].plot(marker='.', alpha=0.5, linestyle='None')"
+    "daily.loc['2020-10-14', 'raw'].plot(marker='.', alpha=0.5, linestyle='None')"
    ]
   },
   {
@@ -600,7 +627,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "node=df[df.entity=='c0002']"
+    "node=df[df.entity=='c0149']"
    ]
   },
   {
@@ -695,7 +722,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "node.loc['2020-06-15':'2020-06-16', 'raw'].plot(marker='o', linestyle='-')"
+    "node.loc['2020-01-15':'2021-2-16', 'raw'].plot(marker='o', linestyle='-')"
    ]
   },
   {
-- 
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