From da9d731f617f524820c7548a53eb94e82842bebe Mon Sep 17 00:00:00 2001
From: aegis301 <57251443+aegis301@users.noreply.github.com>
Date: Tue, 1 Aug 2023 09:37:25 +0200
Subject: [PATCH 1/7] test generation
---
test_machine.py | 29 +
tests/generate_test/generate_test.ipynb | 1391 +++++++++++++++++++++++
tests/test_mimic.py | 8 +
3 files changed, 1428 insertions(+)
create mode 100644 test_machine.py
create mode 100644 tests/generate_test/generate_test.ipynb
diff --git a/test_machine.py b/test_machine.py
new file mode 100644
index 0000000..4e0ac25
--- /dev/null
+++ b/test_machine.py
@@ -0,0 +1,29 @@
+import pyAKI.kdigo
+import pandas as pd
+
+if __name__ == "__main__":
+ # Load the test data
+ urine_output = pd.read_csv("tests/data/test_machine_urineoutput.csv")
+ creatinine = pd.read_csv("tests/data/test_machine_creatinine.csv")
+ crrt = pd.read_csv("tests/data/test_machine_crrt.csv")
+ patient_data = pd.read_csv("tests/data/test_machine_weights.csv")
+
+ print(patient_data.head())
+ print(patient_data.info())
+ print(urine_output.head())
+ print(urine_output.info())
+ print(creatinine.head())
+ print(creatinine.info())
+ print(crrt.head())
+ print(crrt.info())
+
+ ana = pyAKI.kdigo.Analyser(
+ [
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, urine_output),
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CREATININE, creatinine),
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.DEMOGRAPHICS, patient_data),
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CRRT, crrt),
+ ]
+ )
+ ana.process_stays().to_csv("tests/data/test_machine_aki.csv")
+ ana.process_stays().to_excel("tests/data/test_machine_aki.xlsx")
diff --git a/tests/generate_test/generate_test.ipynb b/tests/generate_test/generate_test.ipynb
new file mode 100644
index 0000000..5bacd36
--- /dev/null
+++ b/tests/generate_test/generate_test.ipynb
@@ -0,0 +1,1391 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import numpy as np"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
+ " stay_id | \n",
+ " subject_id | \n",
+ " charttime | \n",
+ " urineoutput | \n",
+ " creatinine | \n",
+ " CRRT_Status | \n",
+ "
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+ " stay_id subject_id charttime urineoutput creatinine \\\n",
+ "0 32610785 10002348 2112-12-01 04:55:00 50 0.8 \n",
+ "1 32610785 10002348 2112-12-01 10:00:00 175 NaN \n",
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+ "3 32610785 10002348 2112-12-02 12:00:00 50 NaN \n",
+ "4 32610785 10002348 2112-12-02 16:00:00 100 NaN \n",
+ "\n",
+ " CRRT_Status \n",
+ "0 0 \n",
+ "1 0 \n",
+ "2 0 \n",
+ "3 0 \n",
+ "4 0 "
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data = pd.read_excel('../data/combined.xlsx')\n",
+ "weights = pd.read_excel('../data/weights.xlsx')\n",
+ "data.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ ]
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+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "weights"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "weights.rename(columns={'max':'weight'}, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RangeIndex: 1150 entries, 0 to 1149\n",
+ "Data columns (total 6 columns):\n",
+ " # Column Non-Null Count Dtype \n",
+ "--- ------ -------------- ----- \n",
+ " 0 stay_id 1150 non-null int64 \n",
+ " 1 subject_id 1150 non-null int64 \n",
+ " 2 charttime 1150 non-null object \n",
+ " 3 urineoutput 1150 non-null int64 \n",
+ " 4 creatinine 83 non-null float64\n",
+ " 5 CRRT_Status 1150 non-null int64 \n",
+ "dtypes: float64(1), int64(4), object(1)\n",
+ "memory usage: 54.0+ KB\n"
+ ]
+ }
+ ],
+ "source": [
+ "data.info()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# convert charttime to datetime\n",
+ "data['charttime'] = pd.to_datetime(data['charttime'])\n",
+ "data.sort_values(by=['stay_id', 'charttime'], inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
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+ " \n",
+ "
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1150 rows × 7 columns
\n",
+ "
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+ ],
+ "text/plain": [
+ " stay_id subject_id charttime urineoutput creatinine \\\n",
+ "0 31090461 10002155 2130-09-24 04:00:00 350 2.5 \n",
+ "1 31090461 10002155 2130-09-24 05:00:00 45 NaN \n",
+ "2 31090461 10002155 2130-09-24 06:00:00 50 NaN \n",
+ "3 31090461 10002155 2130-09-24 07:00:00 25 NaN \n",
+ "4 31090461 10002155 2130-09-24 08:00:00 80 NaN \n",
+ "... ... ... ... ... ... \n",
+ "1145 38875437 10002428 2156-04-26 10:00:00 100 NaN \n",
+ "1146 38875437 10002428 2156-04-26 12:00:00 80 NaN \n",
+ "1147 38875437 10002428 2156-04-26 14:00:00 100 NaN \n",
+ "1148 38875437 10002428 2156-04-26 16:00:00 450 NaN \n",
+ "1149 38875437 10002428 2156-04-26 18:00:00 250 NaN \n",
+ "\n",
+ " CRRT_Status weight \n",
+ "0 0 54.0 \n",
+ "1 0 54.0 \n",
+ "2 0 54.0 \n",
+ "3 0 54.0 \n",
+ "4 0 54.0 \n",
+ "... ... ... \n",
+ "1145 0 55.0 \n",
+ "1146 0 55.0 \n",
+ "1147 0 55.0 \n",
+ "1148 0 55.0 \n",
+ "1149 0 55.0 \n",
+ "\n",
+ "[1150 rows x 7 columns]"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# merge weights\n",
+ "data = pd.merge(data, weights, on='subject_id', how='left')\n",
+ "data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Add Non-AKI Patient"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([100., 140., 120., 105., 95., 140., 135., 125., 115., 135., 95.,\n",
+ " 80., 155., 120., 95., 130., 90., 140., 115., 150., 125., 150.,\n",
+ " 145., 145., 80., 130., 125., 145., 100., 120., 155., 130., 95.,\n",
+ " 95., 105., 85., 105., 120., 125., 140., 130., 150., 125., 95.,\n",
+ " 120., 125., 130., 115., 125., 125., 135., 90., 145., 80., 90.,\n",
+ " 140., 80., 105., 140., 100., 135., 150., 115., 85., 150., 120.,\n",
+ " 150., 100., 115., 110., 145., 110.])"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "stay_id = 16920624\n",
+ "# create np.array for 3 days of hourly charttimes with random start date\n",
+ "charttimes = pd.date_range(start='2019-01-01', periods=72, freq='H')\n",
+ "\n",
+ "urine_output_values = np.random.randint(80, 160, size=72)\n",
+ "# round values to nearest 5\n",
+ "urine_output_values = np.round(urine_output_values / 5) * 5\n",
+ "urine_output_values"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ " 0 | \n",
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+ " \n",
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+ "
72 rows × 5 columns
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+ "
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+ ],
+ "text/plain": [
+ " stay_id charttime urineoutput creatinine CRRT_Status\n",
+ "0 16920624 2019-01-01 00:00:00 100.0 0.5 0\n",
+ "1 16920624 2019-01-01 01:00:00 140.0 0.5 0\n",
+ "2 16920624 2019-01-01 02:00:00 120.0 0.5 0\n",
+ "3 16920624 2019-01-01 03:00:00 105.0 0.5 0\n",
+ "4 16920624 2019-01-01 04:00:00 95.0 0.5 0\n",
+ ".. ... ... ... ... ...\n",
+ "67 16920624 2019-01-03 19:00:00 100.0 0.5 0\n",
+ "68 16920624 2019-01-03 20:00:00 115.0 0.5 0\n",
+ "69 16920624 2019-01-03 21:00:00 110.0 0.5 0\n",
+ "70 16920624 2019-01-03 22:00:00 145.0 0.5 0\n",
+ "71 16920624 2019-01-03 23:00:00 110.0 0.5 0\n",
+ "\n",
+ "[72 rows x 5 columns]"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# combine to dataframe\n",
+ "non_aki_patient = pd.DataFrame({'stay_id': stay_id,\n",
+ " 'charttime': charttimes,\n",
+ " 'urineoutput': urine_output_values,\n",
+ " 'creatinine': 0.5,\n",
+ " 'CRRT_Status': 0})\n",
+ "non_aki_patient"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1219 | \n",
+ " 16920624 | \n",
+ " NaN | \n",
+ " 2019-01-03 21:00:00 | \n",
+ " 110.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1220 | \n",
+ " 16920624 | \n",
+ " NaN | \n",
+ " 2019-01-03 22:00:00 | \n",
+ " 145.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1221 | \n",
+ " 16920624 | \n",
+ " NaN | \n",
+ " 2019-01-03 23:00:00 | \n",
+ " 110.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1222 rows × 7 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " stay_id subject_id charttime urineoutput creatinine \\\n",
+ "0 31090461 10002155.0 2130-09-24 04:00:00 350.0 2.5 \n",
+ "1 31090461 10002155.0 2130-09-24 05:00:00 45.0 NaN \n",
+ "2 31090461 10002155.0 2130-09-24 06:00:00 50.0 NaN \n",
+ "3 31090461 10002155.0 2130-09-24 07:00:00 25.0 NaN \n",
+ "4 31090461 10002155.0 2130-09-24 08:00:00 80.0 NaN \n",
+ "... ... ... ... ... ... \n",
+ "1217 16920624 NaN 2019-01-03 19:00:00 100.0 0.5 \n",
+ "1218 16920624 NaN 2019-01-03 20:00:00 115.0 0.5 \n",
+ "1219 16920624 NaN 2019-01-03 21:00:00 110.0 0.5 \n",
+ "1220 16920624 NaN 2019-01-03 22:00:00 145.0 0.5 \n",
+ "1221 16920624 NaN 2019-01-03 23:00:00 110.0 0.5 \n",
+ "\n",
+ " CRRT_Status weight \n",
+ "0 0 54.0 \n",
+ "1 0 54.0 \n",
+ "2 0 54.0 \n",
+ "3 0 54.0 \n",
+ "4 0 54.0 \n",
+ "... ... ... \n",
+ "1217 0 NaN \n",
+ "1218 0 NaN \n",
+ "1219 0 NaN \n",
+ "1220 0 NaN \n",
+ "1221 0 NaN \n",
+ "\n",
+ "[1222 rows x 7 columns]"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# add to data\n",
+ "data = pd.concat([data, non_aki_patient], ignore_index=True)\n",
+ "data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data.rename(columns={'creatinine':'creat', 'CRRT_Status': 'crrt_status'}, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Deindentification"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# drop subject_id\n",
+ "data.drop(columns=['subject_id'], inplace=True)\n",
+ "# map stay ids to random 8 digits numbers\n",
+ "stay_ids = data['stay_id'].unique()\n",
+ "# new mapping\n",
+ "stay_id_map = {stay_id: np.random.randint(10000000, 99999999) for stay_id in stay_ids}\n",
+ "\n",
+ "# replace stay_ids in data\n",
+ "data['stay_id'] = data['stay_id'].map(stay_id_map)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{31090461: 21669810,\n",
+ " 32128372: 45605648,\n",
+ " 32610785: 15421742,\n",
+ " 33685454: 88816309,\n",
+ " 33987268: 93436049,\n",
+ " 35479615: 69615037,\n",
+ " 36753294: 26335979,\n",
+ " 37510196: 86983784,\n",
+ " 38383343: 57754987,\n",
+ " 38875437: 62343482,\n",
+ " 16920624: 43449536}"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "stay_id_map"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from datetime import timedelta\n",
+ "import random\n",
+ "# subtract random date from charttime\n",
+ "# Define a function to generate a random timedelta\n",
+ "def random_timedelta():\n",
+ " return timedelta(days=random.randint(1, 365))\n",
+ "\n",
+ "# Group by 'stay_id' and apply the random_timedelta function to each group\n",
+ "data['random_timedelta'] = data.groupby('stay_id')['charttime'].transform(lambda x: random_timedelta())\n",
+ "\n",
+ "# Subtract the random timedelta from 'charttime' to get deidentified dates\n",
+ "data['charttime'] = data['charttime'] - data['random_timedelta']\n",
+ "\n",
+ "# Drop the intermediate column 'random_timedelta' if not needed\n",
+ "data.drop(columns=['random_timedelta'], inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " stay_id | \n",
+ " charttime | \n",
+ " urineoutput | \n",
+ " creat | \n",
+ " crrt_status | \n",
+ " weight | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 04:00:00 | \n",
+ " 350.0 | \n",
+ " 2.5 | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 05:00:00 | \n",
+ " 45.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 06:00:00 | \n",
+ " 50.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 07:00:00 | \n",
+ " 25.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 08:00:00 | \n",
+ " 80.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ "
\n",
+ " \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " 1217 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 19:00:00 | \n",
+ " 100.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1218 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 20:00:00 | \n",
+ " 115.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1219 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 21:00:00 | \n",
+ " 110.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1220 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 22:00:00 | \n",
+ " 145.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1221 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 23:00:00 | \n",
+ " 110.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1222 rows × 6 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " stay_id charttime urineoutput creat crrt_status weight\n",
+ "0 21669810 2130-07-16 04:00:00 350.0 2.5 0 54.0\n",
+ "1 21669810 2130-07-16 05:00:00 45.0 NaN 0 54.0\n",
+ "2 21669810 2130-07-16 06:00:00 50.0 NaN 0 54.0\n",
+ "3 21669810 2130-07-16 07:00:00 25.0 NaN 0 54.0\n",
+ "4 21669810 2130-07-16 08:00:00 80.0 NaN 0 54.0\n",
+ "... ... ... ... ... ... ...\n",
+ "1217 43449536 2018-03-12 19:00:00 100.0 0.5 0 NaN\n",
+ "1218 43449536 2018-03-12 20:00:00 115.0 0.5 0 NaN\n",
+ "1219 43449536 2018-03-12 21:00:00 110.0 0.5 0 NaN\n",
+ "1220 43449536 2018-03-12 22:00:00 145.0 0.5 0 NaN\n",
+ "1221 43449536 2018-03-12 23:00:00 110.0 0.5 0 NaN\n",
+ "\n",
+ "[1222 rows x 6 columns]"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " stay_id | \n",
+ " charttime | \n",
+ " urineoutput | \n",
+ " creat | \n",
+ " crrt_status | \n",
+ " weight | \n",
+ " random_urineoutput | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 04:00:00 | \n",
+ " 340.0 | \n",
+ " 2.5 | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ " -10 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 05:00:00 | \n",
+ " 35.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ " -10 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 06:00:00 | \n",
+ " 40.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ " -10 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 07:00:00 | \n",
+ " 15.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ " -10 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 21669810 | \n",
+ " 2130-07-16 08:00:00 | \n",
+ " 70.0 | \n",
+ " NaN | \n",
+ " 0 | \n",
+ " 54.0 | \n",
+ " -10 | \n",
+ "
\n",
+ " \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " 1217 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 19:00:00 | \n",
+ " 110.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ " 1218 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 20:00:00 | \n",
+ " 125.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ " 1219 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 21:00:00 | \n",
+ " 120.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ " 1220 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 22:00:00 | \n",
+ " 155.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ " 1221 | \n",
+ " 43449536 | \n",
+ " 2018-03-12 23:00:00 | \n",
+ " 120.0 | \n",
+ " 0.5 | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1222 rows × 7 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " stay_id charttime urineoutput creat crrt_status weight \\\n",
+ "0 21669810 2130-07-16 04:00:00 340.0 2.5 0 54.0 \n",
+ "1 21669810 2130-07-16 05:00:00 35.0 NaN 0 54.0 \n",
+ "2 21669810 2130-07-16 06:00:00 40.0 NaN 0 54.0 \n",
+ "3 21669810 2130-07-16 07:00:00 15.0 NaN 0 54.0 \n",
+ "4 21669810 2130-07-16 08:00:00 70.0 NaN 0 54.0 \n",
+ "... ... ... ... ... ... ... \n",
+ "1217 43449536 2018-03-12 19:00:00 110.0 0.5 0 NaN \n",
+ "1218 43449536 2018-03-12 20:00:00 125.0 0.5 0 NaN \n",
+ "1219 43449536 2018-03-12 21:00:00 120.0 0.5 0 NaN \n",
+ "1220 43449536 2018-03-12 22:00:00 155.0 0.5 0 NaN \n",
+ "1221 43449536 2018-03-12 23:00:00 120.0 0.5 0 NaN \n",
+ "\n",
+ " random_urineoutput \n",
+ "0 -10 \n",
+ "1 -10 \n",
+ "2 -10 \n",
+ "3 -10 \n",
+ "4 -10 \n",
+ "... ... \n",
+ "1217 10 \n",
+ "1218 10 \n",
+ "1219 10 \n",
+ "1220 10 \n",
+ "1221 10 \n",
+ "\n",
+ "[1222 rows x 7 columns]"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# subtract or add either 5 or ten randomly from urine output\n",
+ "\n",
+ "def random_value():\n",
+ " return random.choice([5, 10, -5, -10])\n",
+ "\n",
+ "data[\"random_urineoutput\"] = data.groupby('stay_id')['urineoutput'].transform(lambda x: random_value())\n",
+ "data['urineoutput'] = data['urineoutput'] + data['random_urineoutput']\n",
+ "data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# convert all negative values to positive in all numeric cols\n",
+ "data[data._get_numeric_data().columns] = data[data._get_numeric_data().columns].abs()\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data.to_csv('../data/test_human.xlsx', index=False)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Prepare Test Data for Machine"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "test_machine_urineoutput = data.loc[:, ['stay_id', 'charttime', 'urineoutput']].copy()\n",
+ "test_machine_urineoutput.to_csv('../data/test_machine_urineoutput.csv', index=False)\n",
+ "\n",
+ "test_machine_creatinine = data.loc[:, ['stay_id', 'charttime', 'creat']].copy()\n",
+ "test_machine_creatinine.dropna(inplace=True)\n",
+ "test_machine_creatinine.to_csv('../data/test_machine_creatinine.csv', index=False)\n",
+ "test_machine_crrt = data.loc[:, ['stay_id', 'charttime', 'crrt_status']].copy()\n",
+ "test_machine_crrt.dropna(inplace=True)\n",
+ "test_machine_crrt.to_csv('../data/test_machine_crrt.csv', index=False)\n",
+ "test_machine_weights = data.loc[:, ['stay_id', 'weight']].copy()\n",
+ "test_machine_weights.drop_duplicates(inplace=True)\n",
+ "test_machine_weights.to_csv('../data/test_machine_weights.csv', index=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "0 6 days 06:05:00\n",
+ "1 3 days 17:00:00\n",
+ "2 4 days 23:27:00\n",
+ "3 2 days 23:00:00\n",
+ "4 12 days 16:37:00\n",
+ "5 15 days 12:00:00\n",
+ "6 6 days 23:12:00\n",
+ "7 10 days 18:16:00\n",
+ "8 8 days 16:00:00\n",
+ "9 5 days 23:39:00\n",
+ "10 4 days 19:55:00\n",
+ "Name: charttime, dtype: timedelta64[ns]"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "first_day = data.groupby('stay_id')['charttime'].min().reset_index()\n",
+ "last_day = data.groupby('stay_id')['charttime'].max().reset_index()\n",
+ "los = last_day['charttime'] - first_day['charttime']\n",
+ "los"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "data",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.0"
+ },
+ "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tests/test_mimic.py b/tests/test_mimic.py
index 69c3d7b..e5bec1b 100644
--- a/tests/test_mimic.py
+++ b/tests/test_mimic.py
@@ -20,6 +20,14 @@
"weight": [100 for _ in range(len(urine_output["stay_id"].unique()))],
}
)
+ print(user_data.head())
+ print(user_data.info())
+ print(urine_output.head())
+ print(urine_output.info())
+ print(creatinine.head())
+ print(creatinine.info())
+ print(crrt.head())
+ print(crrt.info())
ana: Analyser = Analyser(
[
From 8735a8676cd8b6d7f764289c4ee513ed2cca3d92 Mon Sep 17 00:00:00 2001
From: aegis301 <57251443+aegis301@users.noreply.github.com>
Date: Tue, 1 Aug 2023 15:17:24 +0200
Subject: [PATCH 2/7] new testing notebook
---
...te_test.ipynb => generate_test_depr.ipynb} | 306 +++++++++---------
1 file changed, 153 insertions(+), 153 deletions(-)
rename tests/generate_test/{generate_test.ipynb => generate_test_depr.ipynb} (85%)
diff --git a/tests/generate_test/generate_test.ipynb b/tests/generate_test/generate_test_depr.ipynb
similarity index 85%
rename from tests/generate_test/generate_test.ipynb
rename to tests/generate_test/generate_test_depr.ipynb
index 5bacd36..b9b89d0 100644
--- a/tests/generate_test/generate_test.ipynb
+++ b/tests/generate_test/generate_test_depr.ipynb
@@ -461,13 +461,13 @@
{
"data": {
"text/plain": [
- "array([100., 140., 120., 105., 95., 140., 135., 125., 115., 135., 95.,\n",
- " 80., 155., 120., 95., 130., 90., 140., 115., 150., 125., 150.,\n",
- " 145., 145., 80., 130., 125., 145., 100., 120., 155., 130., 95.,\n",
- " 95., 105., 85., 105., 120., 125., 140., 130., 150., 125., 95.,\n",
- " 120., 125., 130., 115., 125., 125., 135., 90., 145., 80., 90.,\n",
- " 140., 80., 105., 140., 100., 135., 150., 115., 85., 150., 120.,\n",
- " 150., 100., 115., 110., 145., 110.])"
+ "array([ 80., 140., 120., 155., 130., 90., 115., 100., 160., 100., 95.,\n",
+ " 115., 135., 150., 85., 110., 110., 150., 160., 135., 130., 130.,\n",
+ " 120., 95., 80., 130., 90., 85., 140., 85., 125., 95., 130.,\n",
+ " 140., 85., 150., 155., 155., 135., 130., 90., 145., 155., 85.,\n",
+ " 160., 100., 125., 90., 100., 115., 145., 145., 135., 115., 85.,\n",
+ " 125., 150., 80., 90., 145., 145., 155., 90., 95., 150., 110.,\n",
+ " 135., 125., 130., 145., 125., 140.])"
]
},
"execution_count": 8,
@@ -524,7 +524,7 @@
" 0 | \n",
" 16920624 | \n",
" 2019-01-01 00:00:00 | \n",
- " 100.0 | \n",
+ " 80.0 | \n",
" 0.5 | \n",
" 0 | \n",
" \n",
@@ -548,7 +548,7 @@
" 3 | \n",
" 16920624 | \n",
" 2019-01-01 03:00:00 | \n",
- " 105.0 | \n",
+ " 155.0 | \n",
" 0.5 | \n",
" 0 | \n",
" \n",
@@ -556,7 +556,7 @@
" 4 | \n",
" 16920624 | \n",
" 2019-01-01 04:00:00 | \n",
- " 95.0 | \n",
+ " 130.0 | \n",
" 0.5 | \n",
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"
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"
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- " 21669810 | \n",
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+ " 20.0 | \n",
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@@ -1186,53 +1186,53 @@
"
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+ " 50523246 | \n",
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+ " 135.0 | \n",
" 0.5 | \n",
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" NaN | \n",
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+ " -10 | \n",
"
\n",
" \n",
" 1220 | \n",
- " 43449536 | \n",
- " 2018-03-12 22:00:00 | \n",
- " 155.0 | \n",
+ " 50523246 | \n",
+ " 2018-02-28 22:00:00 | \n",
+ " 115.0 | \n",
" 0.5 | \n",
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- " 10 | \n",
+ " -10 | \n",
"
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- " 2018-03-12 23:00:00 | \n",
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+ " 2018-02-28 23:00:00 | \n",
+ " 130.0 | \n",
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"
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@@ -1241,30 +1241,30 @@
],
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"... ... ... ... ... ... ... \n",
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- "1218 43449536 2018-03-12 20:00:00 125.0 0.5 0 NaN \n",
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- "1220 43449536 2018-03-12 22:00:00 155.0 0.5 0 NaN \n",
- "1221 43449536 2018-03-12 23:00:00 120.0 0.5 0 NaN \n",
+ "1217 50523246 2018-02-28 19:00:00 115.0 0.5 0 NaN \n",
+ "1218 50523246 2018-02-28 20:00:00 120.0 0.5 0 NaN \n",
+ "1219 50523246 2018-02-28 21:00:00 135.0 0.5 0 NaN \n",
+ "1220 50523246 2018-02-28 22:00:00 115.0 0.5 0 NaN \n",
+ "1221 50523246 2018-02-28 23:00:00 130.0 0.5 0 NaN \n",
"\n",
" random_urineoutput \n",
- "0 -10 \n",
- "1 -10 \n",
- "2 -10 \n",
- "3 -10 \n",
- "4 -10 \n",
+ "0 -5 \n",
+ "1 -5 \n",
+ "2 -5 \n",
+ "3 -5 \n",
+ "4 -5 \n",
"... ... \n",
- "1217 10 \n",
- "1218 10 \n",
- "1219 10 \n",
- "1220 10 \n",
- "1221 10 \n",
+ "1217 -10 \n",
+ "1218 -10 \n",
+ "1219 -10 \n",
+ "1220 -10 \n",
+ "1221 -10 \n",
"\n",
"[1222 rows x 7 columns]"
]
@@ -1287,7 +1287,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
@@ -1297,7 +1297,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
@@ -1313,7 +1313,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
@@ -1333,27 +1333,27 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "0 6 days 06:05:00\n",
- "1 3 days 17:00:00\n",
- "2 4 days 23:27:00\n",
- "3 2 days 23:00:00\n",
- "4 12 days 16:37:00\n",
+ "0 4 days 19:55:00\n",
+ "1 10 days 18:16:00\n",
+ "2 3 days 17:00:00\n",
+ "3 4 days 23:27:00\n",
+ "4 5 days 23:39:00\n",
"5 15 days 12:00:00\n",
- "6 6 days 23:12:00\n",
- "7 10 days 18:16:00\n",
+ "6 2 days 23:00:00\n",
+ "7 12 days 16:37:00\n",
"8 8 days 16:00:00\n",
- "9 5 days 23:39:00\n",
- "10 4 days 19:55:00\n",
+ "9 6 days 06:05:00\n",
+ "10 6 days 23:12:00\n",
"Name: charttime, dtype: timedelta64[ns]"
]
},
- "execution_count": 21,
+ "execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
From a7db078142ee49b33c2fd6cf889cedf6f94e2d54 Mon Sep 17 00:00:00 2001
From: aegis301 <57251443+aegis301@users.noreply.github.com>
Date: Tue, 1 Aug 2023 17:55:04 +0200
Subject: [PATCH 3/7] generation of experiment data
---
tests/generate_experiment_data/README.md | 3 +
.../generate_tests.ipynb | 776 +++++++++
.../sql/pyaki_test_creatinine.sql | 16 +
.../sql/pyaki_test_demographics.sql | 120 ++
.../sql/pyaki_test_rrt.sql | 19 +
.../sql/pyaki_test_urineoutpuit.sql | 10 +
.../sql/pyaki_test_weight.sql | 14 +
tests/generate_test/generate_test_depr.ipynb | 1391 -----------------
8 files changed, 958 insertions(+), 1391 deletions(-)
create mode 100644 tests/generate_experiment_data/README.md
create mode 100644 tests/generate_experiment_data/generate_tests.ipynb
create mode 100644 tests/generate_experiment_data/sql/pyaki_test_creatinine.sql
create mode 100644 tests/generate_experiment_data/sql/pyaki_test_demographics.sql
create mode 100644 tests/generate_experiment_data/sql/pyaki_test_rrt.sql
create mode 100644 tests/generate_experiment_data/sql/pyaki_test_urineoutpuit.sql
create mode 100644 tests/generate_experiment_data/sql/pyaki_test_weight.sql
delete mode 100644 tests/generate_test/generate_test_depr.ipynb
diff --git a/tests/generate_experiment_data/README.md b/tests/generate_experiment_data/README.md
new file mode 100644
index 0000000..9edf329
--- /dev/null
+++ b/tests/generate_experiment_data/README.md
@@ -0,0 +1,3 @@
+# Experiment Data Generation
+
+This directory contains the experiment data generation scripts for the project. The experiment data is generated by using data from the publicly accessible MIMIC-Demo dataset.
diff --git a/tests/generate_experiment_data/generate_tests.ipynb b/tests/generate_experiment_data/generate_tests.ipynb
new file mode 100644
index 0000000..fc105f8
--- /dev/null
+++ b/tests/generate_experiment_data/generate_tests.ipynb
@@ -0,0 +1,776 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 114,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import numpy as np"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 115,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "creatinine = pd.read_csv('tests/generate_test/data/creatinine.csv')\n",
+ "urineoutput = pd.read_csv('tests/generate_test/data/urineoutput.csv')\n",
+ "demographics = pd.read_csv('tests/generate_test/data/demographics.csv')\n",
+ "rrt = pd.read_csv('tests/generate_test/data/rrt.csv')\n",
+ "weight = pd.read_csv('tests/generate_test/data/weight.csv')\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 116,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
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+ "
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+ "
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+ ],
+ "text/plain": [
+ " stay_id charttime urineoutput\n",
+ "0 30057454 2171-11-14 11:00:00 200\n",
+ "1 30057454 2171-11-14 12:00:00 150\n",
+ "2 30057454 2171-11-14 13:00:00 125\n",
+ "3 30057454 2171-11-14 14:00:00 150\n",
+ "4 30057454 2171-11-14 15:00:00 150\n",
+ "... ... ... ...\n",
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+ "7315 39880770 2148-01-08 15:00:00 125\n",
+ "7316 39880770 2148-01-08 16:00:00 250\n",
+ "\n",
+ "[7317 rows x 3 columns]"
+ ]
+ },
+ "execution_count": 116,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "urineoutput"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 117,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "stay_ids = set(demographics.stay_id.unique())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Check Values"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 118,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# check if each patient is in each dataset\n",
+ "patients_with_urine_output = urineoutput.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 119,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(140,)"
+ ]
+ },
+ "execution_count": 119,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "weight.stay_id.unique().shape"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 120,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "patients_with_creatinine = creatinine.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 121,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "patients_with_weight = weight.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 122,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "patients_with_rrt = rrt.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 123,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "137"
+ ]
+ },
+ "execution_count": 123,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "intersection_ids: set = set(patients_with_creatinine.index).intersection(set(patients_with_urine_output.index)).intersection(set(patients_with_weight.index))\n",
+ "len(intersection_ids)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 124,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# subset dataframes\n",
+ "urineoutput = urineoutput[urineoutput[\"stay_id\"].isin(intersection_ids)]\n",
+ "creatinine = creatinine[creatinine[\"stay_id\"].isin(intersection_ids)]\n",
+ "weights = weight[weight[\"stay_id\"].isin(intersection_ids)]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 125,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
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+ " urineoutput | \n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 30057454 | \n",
+ " 2171-11-14 11:00:00 | \n",
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+ " \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
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+ " \n",
+ " 132 | \n",
+ " 39635619 | \n",
+ " 2174-12-04 14:00:00 | \n",
+ " 275 | \n",
+ "
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+ " \n",
+ " 133 | \n",
+ " 39711498 | \n",
+ " 2131-05-22 22:38:00 | \n",
+ " 100 | \n",
+ "
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+ " \n",
+ " 134 | \n",
+ " 39804682 | \n",
+ " 2178-12-21 10:08:00 | \n",
+ " 150 | \n",
+ "
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+ " \n",
+ " 135 | \n",
+ " 39864867 | \n",
+ " 2148-08-16 13:32:00 | \n",
+ " 350 | \n",
+ "
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+ " \n",
+ " 136 | \n",
+ " 39880770 | \n",
+ " 2147-12-30 10:00:00 | \n",
+ " 600 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
128 rows × 3 columns
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+ "
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+ ],
+ "text/plain": [
+ " stay_id charttime urineoutput\n",
+ "0 30057454 2171-11-14 11:00:00 200\n",
+ "1 30101877 2143-03-22 08:00:00 200\n",
+ "2 30425410 2178-07-22 08:52:00 185\n",
+ "3 30458995 2137-10-12 23:47:00 400\n",
+ "4 30585761 2125-06-17 06:23:00 150\n",
+ ".. ... ... ...\n",
+ "132 39635619 2174-12-04 14:00:00 275\n",
+ "133 39711498 2131-05-22 22:38:00 100\n",
+ "134 39804682 2178-12-21 10:08:00 150\n",
+ "135 39864867 2148-08-16 13:32:00 350\n",
+ "136 39880770 2147-12-30 10:00:00 600\n",
+ "\n",
+ "[128 rows x 3 columns]"
+ ]
+ },
+ "execution_count": 125,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "first_entry = urineoutput.groupby(\"stay_id\").first().reset_index()\n",
+ "first_entry = first_entry[first_entry.stay_id.isin(intersection_ids)]\n",
+ "# exclude patients in rrt\n",
+ "first_entry = first_entry[~first_entry.stay_id.isin(rrt.stay_id)]\n",
+ "first_entry "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 126,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
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+ " dialysis_present | \n",
+ "
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+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 30932571 | \n",
+ " 2116-03-04 14:00:00 | \n",
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+ " 30932571 | \n",
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+ " 1 | \n",
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+ " \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
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+ " \n",
+ " 132 | \n",
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+ " 2174-12-04 14:00:00 | \n",
+ " 0 | \n",
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+ " \n",
+ " 133 | \n",
+ " 39711498 | \n",
+ " 2131-05-22 22:38:00 | \n",
+ " 0 | \n",
+ "
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+ " \n",
+ " 134 | \n",
+ " 39804682 | \n",
+ " 2178-12-21 10:08:00 | \n",
+ " 0 | \n",
+ "
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+ " \n",
+ " 135 | \n",
+ " 39864867 | \n",
+ " 2148-08-16 13:32:00 | \n",
+ " 0 | \n",
+ "
\n",
+ " \n",
+ " 136 | \n",
+ " 39880770 | \n",
+ " 2147-12-30 10:00:00 | \n",
+ " 0 | \n",
+ "
\n",
+ " \n",
+ "
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+ "
1049 rows × 3 columns
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+ "
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+ ],
+ "text/plain": [
+ " stay_id charttime dialysis_present\n",
+ "0 30932571 2116-03-04 14:00:00 1\n",
+ "1 30932571 2116-03-04 14:42:00 1\n",
+ "2 30932571 2116-03-04 14:43:00 1\n",
+ "3 30932571 2116-03-04 14:45:00 1\n",
+ "4 30932571 2116-03-04 15:00:00 1\n",
+ ".. ... ... ...\n",
+ "132 39635619 2174-12-04 14:00:00 0\n",
+ "133 39711498 2131-05-22 22:38:00 0\n",
+ "134 39804682 2178-12-21 10:08:00 0\n",
+ "135 39864867 2148-08-16 13:32:00 0\n",
+ "136 39880770 2147-12-30 10:00:00 0\n",
+ "\n",
+ "[1049 rows x 3 columns]"
+ ]
+ },
+ "execution_count": 126,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "first_entry = first_entry.rename(columns={'urineoutput': 'dialysis_present'})\n",
+ "first_entry[\"dialysis_present\"] = 0\n",
+ "rrt = pd.concat([rrt, first_entry])\n",
+ "rrt"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 127,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "rrt.rename(columns={'dialysis_present':'crrt_status'}, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## pyAKI"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 128,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pyAKI.kdigo\n",
+ "\n",
+ "ana = pyAKI.kdigo.Analyser(\n",
+ " [\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, urineoutput),\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CREATININE, creatinine),\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.DEMOGRAPHICS, weight),\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CRRT, rrt),\n",
+ " ]\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 129,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ana.process_stays().to_csv(\"tests/generate_test/data/test_machine_aki.csv\")\n",
+ "ana.process_stays().to_excel(\"tests/generate_test/data/test_machine_aki.xlsx\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 130,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "aki = ana.process_stays()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 131,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " | \n",
+ " urineoutput | \n",
+ " urineoutput_stage | \n",
+ " stay_id_x | \n",
+ " creat | \n",
+ " abs_creatinine_stage | \n",
+ " rel_creatinine_stage | \n",
+ " weight | \n",
+ " stay_id_y | \n",
+ " crrt_status | \n",
+ " crrt_stage | \n",
+ " stage | \n",
+ "
\n",
+ " \n",
+ " stay_id | \n",
+ " charttime | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 30057454 | \n",
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+ " NaN | \n",
+ " NaN | \n",
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+ " 0.0 | \n",
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+ " NaN | \n",
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+ " \n",
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+ " NaN | \n",
+ " 0.0 | \n",
+ "
\n",
+ " \n",
+ " 2171-11-07 23:00:00 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 30057454.0 | \n",
+ " 2.0 | \n",
+ " 0.0 | \n",
+ " 0.0 | \n",
+ " 87.2 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 0.0 | \n",
+ "
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+ " \n",
+ " 2171-11-08 00:00:00 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 30057454.0 | \n",
+ " 2.0 | \n",
+ " 0.0 | \n",
+ " 0.0 | \n",
+ " 87.2 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 0.0 | \n",
+ "
\n",
+ " \n",
+ " 2171-11-08 01:00:00 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 30057454.0 | \n",
+ " 2.0 | \n",
+ " 0.0 | \n",
+ " 0.0 | \n",
+ " 87.2 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 0.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
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+ ],
+ "text/plain": [
+ " urineoutput urineoutput_stage stay_id_x \\\n",
+ "stay_id charttime \n",
+ "30057454 2171-11-07 21:00:00 NaN NaN 30057454.0 \n",
+ " 2171-11-07 22:00:00 NaN NaN 30057454.0 \n",
+ " 2171-11-07 23:00:00 NaN NaN 30057454.0 \n",
+ " 2171-11-08 00:00:00 NaN NaN 30057454.0 \n",
+ " 2171-11-08 01:00:00 NaN NaN 30057454.0 \n",
+ "\n",
+ " creat abs_creatinine_stage \\\n",
+ "stay_id charttime \n",
+ "30057454 2171-11-07 21:00:00 2.0 0.0 \n",
+ " 2171-11-07 22:00:00 2.0 0.0 \n",
+ " 2171-11-07 23:00:00 2.0 0.0 \n",
+ " 2171-11-08 00:00:00 2.0 0.0 \n",
+ " 2171-11-08 01:00:00 2.0 0.0 \n",
+ "\n",
+ " rel_creatinine_stage weight stay_id_y \\\n",
+ "stay_id charttime \n",
+ "30057454 2171-11-07 21:00:00 0.0 87.2 NaN \n",
+ " 2171-11-07 22:00:00 0.0 87.2 NaN \n",
+ " 2171-11-07 23:00:00 0.0 87.2 NaN \n",
+ " 2171-11-08 00:00:00 0.0 87.2 NaN \n",
+ " 2171-11-08 01:00:00 0.0 87.2 NaN \n",
+ "\n",
+ " crrt_status crrt_stage stage \n",
+ "stay_id charttime \n",
+ "30057454 2171-11-07 21:00:00 NaN NaN 0.0 \n",
+ " 2171-11-07 22:00:00 NaN NaN 0.0 \n",
+ " 2171-11-07 23:00:00 NaN NaN 0.0 \n",
+ " 2171-11-08 00:00:00 NaN NaN 0.0 \n",
+ " 2171-11-08 01:00:00 NaN NaN 0.0 "
+ ]
+ },
+ "execution_count": 131,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "aki.head()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "pyakienv",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
+ },
+ "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tests/generate_experiment_data/sql/pyaki_test_creatinine.sql b/tests/generate_experiment_data/sql/pyaki_test_creatinine.sql
new file mode 100644
index 0000000..bb40cde
--- /dev/null
+++ b/tests/generate_experiment_data/sql/pyaki_test_creatinine.sql
@@ -0,0 +1,16 @@
+DROP VIEW
+ IF EXISTS mimiciv_custom.pyaki_test_creatinine;
+
+CREATE VIEW
+ mimiciv_custom.pyaki_test_creatinine AS (
+ SELECT
+ d.stay_id,
+ u.charttime,
+ u.creat
+ FROM
+ mimiciv_custom.pyaki_test_demographics AS d
+ INNER JOIN mimiciv_derived.kdigo_creatinine AS u USING (stay_id)
+ ORDER BY
+ stay_id,
+ charttime
+ );
\ No newline at end of file
diff --git a/tests/generate_experiment_data/sql/pyaki_test_demographics.sql b/tests/generate_experiment_data/sql/pyaki_test_demographics.sql
new file mode 100644
index 0000000..7901024
--- /dev/null
+++ b/tests/generate_experiment_data/sql/pyaki_test_demographics.sql
@@ -0,0 +1,120 @@
+DROP VIEW
+ IF EXISTS mimiciv_custom.pyaki_test_demographics CASCADE;
+
+CREATE VIEW
+ mimiciv_custom.pyaki_test_demographics AS (
+ SELECT
+ stay_id,
+ subject_id,
+ los_icu,
+ icu_intime,
+ icu_outtime,
+ gender,
+ admission_age,
+ ethnicity
+ FROM
+ mimiciv_derived.icustay_detail
+ WHERE
+ subject_id IN ( -- random selection of subject ids from mimic_demo
+ 10000032,
+ 10001217,
+ 10001725,
+ 10002428,
+ 10002495,
+ 10002930,
+ 10003046,
+ 10003400,
+ 10004235,
+ 10004422,
+ 10004457,
+ 10004720,
+ 10004733,
+ 10005348,
+ 10005817,
+ 10005866,
+ 10005909,
+ 10006053,
+ 10006580,
+ 10007058,
+ 10007795,
+ 10007818,
+ 10007928,
+ 10008287,
+ 10008454,
+ 10009035,
+ 10009049,
+ 10009628,
+ 10010471,
+ 10010867,
+ 10011398,
+ 10012552,
+ 10012853,
+ 10013049,
+ 10014078,
+ 10014354,
+ 10014729,
+ 10015272,
+ 10015860,
+ 10015931,
+ 10016150,
+ 10016742,
+ 10016810,
+ 10017492,
+ 10018081,
+ 10018328,
+ 10018423,
+ 10018501,
+ 10018845,
+ 10019003,
+ 10019172,
+ 10019385,
+ 10019568,
+ 10019777,
+ 10019917,
+ 10020187,
+ 10020306,
+ 10020640,
+ 10020740,
+ 10020786,
+ 10020944,
+ 10021118,
+ 10021312,
+ 10021487,
+ 10021666,
+ 10021938,
+ 10022017,
+ 10022041,
+ 10022281,
+ 10022880,
+ 10023117,
+ 10023239,
+ 10023771,
+ 10024043,
+ 10025463,
+ 10025612,
+ 10026255,
+ 10026354,
+ 10026406,
+ 10027445,
+ 10027602,
+ 10029291,
+ 10029484,
+ 10031404,
+ 10031757,
+ 10032725,
+ 10035185,
+ 10035631,
+ 10036156,
+ 10037861,
+ 10037928,
+ 10037975,
+ 10038081,
+ 10038933,
+ 10038992,
+ 10038999,
+ 10039708,
+ 10039831,
+ 10039997,
+ 10040025
+ )
+ );
\ No newline at end of file
diff --git a/tests/generate_experiment_data/sql/pyaki_test_rrt.sql b/tests/generate_experiment_data/sql/pyaki_test_rrt.sql
new file mode 100644
index 0000000..cf82119
--- /dev/null
+++ b/tests/generate_experiment_data/sql/pyaki_test_rrt.sql
@@ -0,0 +1,19 @@
+DROP VIEW
+ IF EXISTS mimiciv_custom.pyaki_test_crrt;
+
+CREATE VIEW
+ mimiciv_custom.pyaki_test_crrt AS (
+ SELECT
+ d.stay_id,
+ MAX(c.charttime) as charttime,
+ MAX(c.dialysis_present) as dialysis_present
+ FROM
+ mimiciv_custom.pyaki_test_demographics AS d
+ INNER JOIN mimiciv_derived.rrt AS c USING (stay_id)
+ GROUP BY
+ stay_id,
+ charttime
+ ORDER BY
+ stay_id,
+ charttime
+ );
\ No newline at end of file
diff --git a/tests/generate_experiment_data/sql/pyaki_test_urineoutpuit.sql b/tests/generate_experiment_data/sql/pyaki_test_urineoutpuit.sql
new file mode 100644
index 0000000..0603c0b
--- /dev/null
+++ b/tests/generate_experiment_data/sql/pyaki_test_urineoutpuit.sql
@@ -0,0 +1,10 @@
+DROP VIEW IF EXISTS mimiciv_custom.pyaki_test_urineoutput;
+CREATE VIEW mimiciv_custom.pyaki_test_urineoutput AS (
+SELECT
+ d.stay_id,
+ u.charttime,
+ u.urineoutput
+FROM
+ mimiciv_custom.pyaki_test_demographics AS d
+INNER JOIN mimiciv_derived.urine_output AS u USING(stay_id)
+ORDER BY stay_id, charttime);
\ No newline at end of file
diff --git a/tests/generate_experiment_data/sql/pyaki_test_weight.sql b/tests/generate_experiment_data/sql/pyaki_test_weight.sql
new file mode 100644
index 0000000..c6d88cd
--- /dev/null
+++ b/tests/generate_experiment_data/sql/pyaki_test_weight.sql
@@ -0,0 +1,14 @@
+DROP VIEW
+ IF EXISTS mimiciv_custom.pyaki_test_weight;
+
+CREATE VIEW
+ mimiciv_custom.pyaki_test_weight AS (
+ SELECT
+ d.stay_id,
+ w.weight
+ FROM
+ mimiciv_custom.pyaki_test_demographics AS d
+ INNER JOIN mimiciv_derived.first_day_weight AS w USING (stay_id)
+ ORDER BY
+ stay_id
+ );
\ No newline at end of file
diff --git a/tests/generate_test/generate_test_depr.ipynb b/tests/generate_test/generate_test_depr.ipynb
deleted file mode 100644
index b9b89d0..0000000
--- a/tests/generate_test/generate_test_depr.ipynb
+++ /dev/null
@@ -1,1391 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [],
- "source": [
- "import pandas as pd\n",
- "import numpy as np"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
\n",
- " \n",
- " \n",
- " | \n",
- " stay_id | \n",
- " subject_id | \n",
- " charttime | \n",
- " urineoutput | \n",
- " creatinine | \n",
- " CRRT_Status | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " 0 | \n",
- " 32610785 | \n",
- " 10002348 | \n",
- " 2112-12-01 04:55:00 | \n",
- " 50 | \n",
- " 0.8 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 1 | \n",
- " 32610785 | \n",
- " 10002348 | \n",
- " 2112-12-01 10:00:00 | \n",
- " 175 | \n",
- " NaN | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 2 | \n",
- " 32610785 | \n",
- " 10002348 | \n",
- " 2112-12-01 12:00:00 | \n",
- " 100 | \n",
- " NaN | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 3 | \n",
- " 32610785 | \n",
- " 10002348 | \n",
- " 2112-12-02 12:00:00 | \n",
- " 50 | \n",
- " NaN | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 4 | \n",
- " 32610785 | \n",
- " 10002348 | \n",
- " 2112-12-02 16:00:00 | \n",
- " 100 | \n",
- " NaN | \n",
- " 0 | \n",
- "
\n",
- " \n",
- "
\n",
- "
"
- ],
- "text/plain": [
- " stay_id subject_id charttime urineoutput creatinine \\\n",
- "0 32610785 10002348 2112-12-01 04:55:00 50 0.8 \n",
- "1 32610785 10002348 2112-12-01 10:00:00 175 NaN \n",
- "2 32610785 10002348 2112-12-01 12:00:00 100 NaN \n",
- "3 32610785 10002348 2112-12-02 12:00:00 50 NaN \n",
- "4 32610785 10002348 2112-12-02 16:00:00 100 NaN \n",
- "\n",
- " CRRT_Status \n",
- "0 0 \n",
- "1 0 \n",
- "2 0 \n",
- "3 0 \n",
- "4 0 "
- ]
- },
- "execution_count": 2,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "data = pd.read_excel('../data/combined.xlsx')\n",
- "weights = pd.read_excel('../data/weights.xlsx')\n",
- "data.head()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
\n",
- " \n",
- " \n",
- " | \n",
- " subject_id | \n",
- " max | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " 0 | \n",
- " 10001884 | \n",
- " 65.000000 | \n",
- "
\n",
- " \n",
- " 1 | \n",
- " 10002155 | \n",
- " 54.000000 | \n",
- "
\n",
- " \n",
- " 2 | \n",
- " 10002348 | \n",
- " 41.600000 | \n",
- "
\n",
- " \n",
- " 3 | \n",
- " 10002428 | \n",
- " 55.000000 | \n",
- "
\n",
- " \n",
- " 4 | \n",
- " 10002495 | \n",
- " 64.166667 | \n",
- "
\n",
- " \n",
- " 5 | \n",
- " 10003400 | \n",
- " 99.600000 | \n",
- "
\n",
- " \n",
- "
\n",
- "
"
- ],
- "text/plain": [
- " subject_id max\n",
- "0 10001884 65.000000\n",
- "1 10002155 54.000000\n",
- "2 10002348 41.600000\n",
- "3 10002428 55.000000\n",
- "4 10002495 64.166667\n",
- "5 10003400 99.600000"
- ]
- },
- "execution_count": 3,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "weights"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [],
- "source": [
- "weights.rename(columns={'max':'weight'}, inplace=True)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "\n",
- "RangeIndex: 1150 entries, 0 to 1149\n",
- "Data columns (total 6 columns):\n",
- " # Column Non-Null Count Dtype \n",
- "--- ------ -------------- ----- \n",
- " 0 stay_id 1150 non-null int64 \n",
- " 1 subject_id 1150 non-null int64 \n",
- " 2 charttime 1150 non-null object \n",
- " 3 urineoutput 1150 non-null int64 \n",
- " 4 creatinine 83 non-null float64\n",
- " 5 CRRT_Status 1150 non-null int64 \n",
- "dtypes: float64(1), int64(4), object(1)\n",
- "memory usage: 54.0+ KB\n"
- ]
- }
- ],
- "source": [
- "data.info()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {},
- "outputs": [],
- "source": [
- "# convert charttime to datetime\n",
- "data['charttime'] = pd.to_datetime(data['charttime'])\n",
- "data.sort_values(by=['stay_id', 'charttime'], inplace=True)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 7,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
\n",
- " \n",
- " \n",
- " | \n",
- " stay_id | \n",
- " subject_id | \n",
- " charttime | \n",
- " urineoutput | \n",
- " creatinine | \n",
- " CRRT_Status | \n",
- " weight | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " 0 | \n",
- " 31090461 | \n",
- " 10002155 | \n",
- " 2130-09-24 04:00:00 | \n",
- " 350 | \n",
- " 2.5 | \n",
- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " 1 | \n",
- " 31090461 | \n",
- " 10002155 | \n",
- " 2130-09-24 05:00:00 | \n",
- " 45 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " 2 | \n",
- " 31090461 | \n",
- " 10002155 | \n",
- " 2130-09-24 06:00:00 | \n",
- " 50 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " 3 | \n",
- " 31090461 | \n",
- " 10002155 | \n",
- " 2130-09-24 07:00:00 | \n",
- " 25 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " 4 | \n",
- " 31090461 | \n",
- " 10002155 | \n",
- " 2130-09-24 08:00:00 | \n",
- " 80 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- "
\n",
- " \n",
- " 1145 | \n",
- " 38875437 | \n",
- " 10002428 | \n",
- " 2156-04-26 10:00:00 | \n",
- " 100 | \n",
- " NaN | \n",
- " 0 | \n",
- " 55.0 | \n",
- "
\n",
- " \n",
- " 1146 | \n",
- " 38875437 | \n",
- " 10002428 | \n",
- " 2156-04-26 12:00:00 | \n",
- " 80 | \n",
- " NaN | \n",
- " 0 | \n",
- " 55.0 | \n",
- "
\n",
- " \n",
- " 1147 | \n",
- " 38875437 | \n",
- " 10002428 | \n",
- " 2156-04-26 14:00:00 | \n",
- " 100 | \n",
- " NaN | \n",
- " 0 | \n",
- " 55.0 | \n",
- "
\n",
- " \n",
- " 1148 | \n",
- " 38875437 | \n",
- " 10002428 | \n",
- " 2156-04-26 16:00:00 | \n",
- " 450 | \n",
- " NaN | \n",
- " 0 | \n",
- " 55.0 | \n",
- "
\n",
- " \n",
- " 1149 | \n",
- " 38875437 | \n",
- " 10002428 | \n",
- " 2156-04-26 18:00:00 | \n",
- " 250 | \n",
- " NaN | \n",
- " 0 | \n",
- " 55.0 | \n",
- "
\n",
- " \n",
- "
\n",
- "
1150 rows × 7 columns
\n",
- "
"
- ],
- "text/plain": [
- " stay_id subject_id charttime urineoutput creatinine \\\n",
- "0 31090461 10002155 2130-09-24 04:00:00 350 2.5 \n",
- "1 31090461 10002155 2130-09-24 05:00:00 45 NaN \n",
- "2 31090461 10002155 2130-09-24 06:00:00 50 NaN \n",
- "3 31090461 10002155 2130-09-24 07:00:00 25 NaN \n",
- "4 31090461 10002155 2130-09-24 08:00:00 80 NaN \n",
- "... ... ... ... ... ... \n",
- "1145 38875437 10002428 2156-04-26 10:00:00 100 NaN \n",
- "1146 38875437 10002428 2156-04-26 12:00:00 80 NaN \n",
- "1147 38875437 10002428 2156-04-26 14:00:00 100 NaN \n",
- "1148 38875437 10002428 2156-04-26 16:00:00 450 NaN \n",
- "1149 38875437 10002428 2156-04-26 18:00:00 250 NaN \n",
- "\n",
- " CRRT_Status weight \n",
- "0 0 54.0 \n",
- "1 0 54.0 \n",
- "2 0 54.0 \n",
- "3 0 54.0 \n",
- "4 0 54.0 \n",
- "... ... ... \n",
- "1145 0 55.0 \n",
- "1146 0 55.0 \n",
- "1147 0 55.0 \n",
- "1148 0 55.0 \n",
- "1149 0 55.0 \n",
- "\n",
- "[1150 rows x 7 columns]"
- ]
- },
- "execution_count": 7,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "# merge weights\n",
- "data = pd.merge(data, weights, on='subject_id', how='left')\n",
- "data"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Add Non-AKI Patient"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "array([ 80., 140., 120., 155., 130., 90., 115., 100., 160., 100., 95.,\n",
- " 115., 135., 150., 85., 110., 110., 150., 160., 135., 130., 130.,\n",
- " 120., 95., 80., 130., 90., 85., 140., 85., 125., 95., 130.,\n",
- " 140., 85., 150., 155., 155., 135., 130., 90., 145., 155., 85.,\n",
- " 160., 100., 125., 90., 100., 115., 145., 145., 135., 115., 85.,\n",
- " 125., 150., 80., 90., 145., 145., 155., 90., 95., 150., 110.,\n",
- " 135., 125., 130., 145., 125., 140.])"
- ]
- },
- "execution_count": 8,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "stay_id = 16920624\n",
- "# create np.array for 3 days of hourly charttimes with random start date\n",
- "charttimes = pd.date_range(start='2019-01-01', periods=72, freq='H')\n",
- "\n",
- "urine_output_values = np.random.randint(80, 160, size=72)\n",
- "# round values to nearest 5\n",
- "urine_output_values = np.round(urine_output_values / 5) * 5\n",
- "urine_output_values"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
\n",
- " \n",
- " \n",
- " | \n",
- " stay_id | \n",
- " charttime | \n",
- " urineoutput | \n",
- " creatinine | \n",
- " CRRT_Status | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " 0 | \n",
- " 16920624 | \n",
- " 2019-01-01 00:00:00 | \n",
- " 80.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 1 | \n",
- " 16920624 | \n",
- " 2019-01-01 01:00:00 | \n",
- " 140.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 2 | \n",
- " 16920624 | \n",
- " 2019-01-01 02:00:00 | \n",
- " 120.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 3 | \n",
- " 16920624 | \n",
- " 2019-01-01 03:00:00 | \n",
- " 155.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 4 | \n",
- " 16920624 | \n",
- " 2019-01-01 04:00:00 | \n",
- " 130.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- "
\n",
- " \n",
- " 67 | \n",
- " 16920624 | \n",
- " 2019-01-03 19:00:00 | \n",
- " 125.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 68 | \n",
- " 16920624 | \n",
- " 2019-01-03 20:00:00 | \n",
- " 130.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 69 | \n",
- " 16920624 | \n",
- " 2019-01-03 21:00:00 | \n",
- " 145.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 70 | \n",
- " 16920624 | \n",
- " 2019-01-03 22:00:00 | \n",
- " 125.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- " 71 | \n",
- " 16920624 | \n",
- " 2019-01-03 23:00:00 | \n",
- " 140.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- "
\n",
- " \n",
- "
\n",
- "
72 rows × 5 columns
\n",
- "
"
- ],
- "text/plain": [
- " stay_id charttime urineoutput creatinine CRRT_Status\n",
- "0 16920624 2019-01-01 00:00:00 80.0 0.5 0\n",
- "1 16920624 2019-01-01 01:00:00 140.0 0.5 0\n",
- "2 16920624 2019-01-01 02:00:00 120.0 0.5 0\n",
- "3 16920624 2019-01-01 03:00:00 155.0 0.5 0\n",
- "4 16920624 2019-01-01 04:00:00 130.0 0.5 0\n",
- ".. ... ... ... ... ...\n",
- "67 16920624 2019-01-03 19:00:00 125.0 0.5 0\n",
- "68 16920624 2019-01-03 20:00:00 130.0 0.5 0\n",
- "69 16920624 2019-01-03 21:00:00 145.0 0.5 0\n",
- "70 16920624 2019-01-03 22:00:00 125.0 0.5 0\n",
- "71 16920624 2019-01-03 23:00:00 140.0 0.5 0\n",
- "\n",
- "[72 rows x 5 columns]"
- ]
- },
- "execution_count": 9,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "# combine to dataframe\n",
- "non_aki_patient = pd.DataFrame({'stay_id': stay_id,\n",
- " 'charttime': charttimes,\n",
- " 'urineoutput': urine_output_values,\n",
- " 'creatinine': 0.5,\n",
- " 'CRRT_Status': 0})\n",
- "non_aki_patient"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
\n",
- " \n",
- " \n",
- " | \n",
- " stay_id | \n",
- " subject_id | \n",
- " charttime | \n",
- " urineoutput | \n",
- " creatinine | \n",
- " CRRT_Status | \n",
- " weight | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " 0 | \n",
- " 31090461 | \n",
- " 10002155.0 | \n",
- " 2130-09-24 04:00:00 | \n",
- " 350.0 | \n",
- " 2.5 | \n",
- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " 1 | \n",
- " 31090461 | \n",
- " 10002155.0 | \n",
- " 2130-09-24 05:00:00 | \n",
- " 45.0 | \n",
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- " 0 | \n",
- " 54.0 | \n",
- "
\n",
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\n",
- " \n",
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- " 2130-09-24 07:00:00 | \n",
- " 25.0 | \n",
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- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " 4 | \n",
- " 31090461 | \n",
- " 10002155.0 | \n",
- " 2130-09-24 08:00:00 | \n",
- " 80.0 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- "
\n",
- " \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- "
\n",
- " \n",
- " 1217 | \n",
- " 16920624 | \n",
- " NaN | \n",
- " 2019-01-03 19:00:00 | \n",
- " 125.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1218 | \n",
- " 16920624 | \n",
- " NaN | \n",
- " 2019-01-03 20:00:00 | \n",
- " 130.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1219 | \n",
- " 16920624 | \n",
- " NaN | \n",
- " 2019-01-03 21:00:00 | \n",
- " 145.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1220 | \n",
- " 16920624 | \n",
- " NaN | \n",
- " 2019-01-03 22:00:00 | \n",
- " 125.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1221 | \n",
- " 16920624 | \n",
- " NaN | \n",
- " 2019-01-03 23:00:00 | \n",
- " 140.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- "
\n",
- "
1222 rows × 7 columns
\n",
- "
"
- ],
- "text/plain": [
- " stay_id subject_id charttime urineoutput creatinine \\\n",
- "0 31090461 10002155.0 2130-09-24 04:00:00 350.0 2.5 \n",
- "1 31090461 10002155.0 2130-09-24 05:00:00 45.0 NaN \n",
- "2 31090461 10002155.0 2130-09-24 06:00:00 50.0 NaN \n",
- "3 31090461 10002155.0 2130-09-24 07:00:00 25.0 NaN \n",
- "4 31090461 10002155.0 2130-09-24 08:00:00 80.0 NaN \n",
- "... ... ... ... ... ... \n",
- "1217 16920624 NaN 2019-01-03 19:00:00 125.0 0.5 \n",
- "1218 16920624 NaN 2019-01-03 20:00:00 130.0 0.5 \n",
- "1219 16920624 NaN 2019-01-03 21:00:00 145.0 0.5 \n",
- "1220 16920624 NaN 2019-01-03 22:00:00 125.0 0.5 \n",
- "1221 16920624 NaN 2019-01-03 23:00:00 140.0 0.5 \n",
- "\n",
- " CRRT_Status weight \n",
- "0 0 54.0 \n",
- "1 0 54.0 \n",
- "2 0 54.0 \n",
- "3 0 54.0 \n",
- "4 0 54.0 \n",
- "... ... ... \n",
- "1217 0 NaN \n",
- "1218 0 NaN \n",
- "1219 0 NaN \n",
- "1220 0 NaN \n",
- "1221 0 NaN \n",
- "\n",
- "[1222 rows x 7 columns]"
- ]
- },
- "execution_count": 10,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "# add to data\n",
- "data = pd.concat([data, non_aki_patient], ignore_index=True)\n",
- "data"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 11,
- "metadata": {},
- "outputs": [],
- "source": [
- "data.rename(columns={'creatinine':'creat', 'CRRT_Status': 'crrt_status'}, inplace=True)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Deindentification"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "metadata": {},
- "outputs": [],
- "source": [
- "# drop subject_id\n",
- "data.drop(columns=['subject_id'], inplace=True)\n",
- "# map stay ids to random 8 digits numbers\n",
- "stay_ids = data['stay_id'].unique()\n",
- "# new mapping\n",
- "stay_id_map = {stay_id: np.random.randint(10000000, 99999999) for stay_id in stay_ids}\n",
- "\n",
- "# replace stay_ids in data\n",
- "data['stay_id'] = data['stay_id'].map(stay_id_map)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 13,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "{31090461: 30748056,\n",
- " 32128372: 78990311,\n",
- " 32610785: 93711503,\n",
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- " 33987268: 12213770,\n",
- " 35479615: 25077541,\n",
- " 36753294: 33810293,\n",
- " 37510196: 91980666,\n",
- " 38383343: 48440864,\n",
- " 38875437: 95982129,\n",
- " 16920624: 50523246}"
- ]
- },
- "execution_count": 13,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "stay_id_map"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "metadata": {},
- "outputs": [],
- "source": [
- "from datetime import timedelta\n",
- "import random\n",
- "# subtract random date from charttime\n",
- "# Define a function to generate a random timedelta\n",
- "def random_timedelta():\n",
- " return timedelta(days=random.randint(1, 365))\n",
- "\n",
- "# Group by 'stay_id' and apply the random_timedelta function to each group\n",
- "data['random_timedelta'] = data.groupby('stay_id')['charttime'].transform(lambda x: random_timedelta())\n",
- "\n",
- "# Subtract the random timedelta from 'charttime' to get deidentified dates\n",
- "data['charttime'] = data['charttime'] - data['random_timedelta']\n",
- "\n",
- "# Drop the intermediate column 'random_timedelta' if not needed\n",
- "data.drop(columns=['random_timedelta'], inplace=True)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 15,
- "metadata": {},
- "outputs": [
- {
- "data": {
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- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1218 | \n",
- " 50523246 | \n",
- " 2018-02-28 20:00:00 | \n",
- " 130.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1219 | \n",
- " 50523246 | \n",
- " 2018-02-28 21:00:00 | \n",
- " 145.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1220 | \n",
- " 50523246 | \n",
- " 2018-02-28 22:00:00 | \n",
- " 125.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- " 1221 | \n",
- " 50523246 | \n",
- " 2018-02-28 23:00:00 | \n",
- " 140.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- "
\n",
- " \n",
- "
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1222 rows × 6 columns
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- " stay_id charttime urineoutput creat crrt_status weight\n",
- "0 30748056 2129-10-18 04:00:00 350.0 2.5 0 54.0\n",
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- "2 30748056 2129-10-18 06:00:00 50.0 NaN 0 54.0\n",
- "3 30748056 2129-10-18 07:00:00 25.0 NaN 0 54.0\n",
- "4 30748056 2129-10-18 08:00:00 80.0 NaN 0 54.0\n",
- "... ... ... ... ... ... ...\n",
- "1217 50523246 2018-02-28 19:00:00 125.0 0.5 0 NaN\n",
- "1218 50523246 2018-02-28 20:00:00 130.0 0.5 0 NaN\n",
- "1219 50523246 2018-02-28 21:00:00 145.0 0.5 0 NaN\n",
- "1220 50523246 2018-02-28 22:00:00 125.0 0.5 0 NaN\n",
- "1221 50523246 2018-02-28 23:00:00 140.0 0.5 0 NaN\n",
- "\n",
- "[1222 rows x 6 columns]"
- ]
- },
- "execution_count": 15,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "data"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 16,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
\n",
- " \n",
- " \n",
- " | \n",
- " stay_id | \n",
- " charttime | \n",
- " urineoutput | \n",
- " creat | \n",
- " crrt_status | \n",
- " weight | \n",
- " random_urineoutput | \n",
- "
\n",
- " \n",
- " \n",
- " \n",
- " 0 | \n",
- " 30748056 | \n",
- " 2129-10-18 04:00:00 | \n",
- " 345.0 | \n",
- " 2.5 | \n",
- " 0 | \n",
- " 54.0 | \n",
- " -5 | \n",
- "
\n",
- " \n",
- " 1 | \n",
- " 30748056 | \n",
- " 2129-10-18 05:00:00 | \n",
- " 40.0 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- " -5 | \n",
- "
\n",
- " \n",
- " 2 | \n",
- " 30748056 | \n",
- " 2129-10-18 06:00:00 | \n",
- " 45.0 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- " -5 | \n",
- "
\n",
- " \n",
- " 3 | \n",
- " 30748056 | \n",
- " 2129-10-18 07:00:00 | \n",
- " 20.0 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- " -5 | \n",
- "
\n",
- " \n",
- " 4 | \n",
- " 30748056 | \n",
- " 2129-10-18 08:00:00 | \n",
- " 75.0 | \n",
- " NaN | \n",
- " 0 | \n",
- " 54.0 | \n",
- " -5 | \n",
- "
\n",
- " \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- " ... | \n",
- "
\n",
- " \n",
- " 1217 | \n",
- " 50523246 | \n",
- " 2018-02-28 19:00:00 | \n",
- " 115.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- " -10 | \n",
- "
\n",
- " \n",
- " 1218 | \n",
- " 50523246 | \n",
- " 2018-02-28 20:00:00 | \n",
- " 120.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- " -10 | \n",
- "
\n",
- " \n",
- " 1219 | \n",
- " 50523246 | \n",
- " 2018-02-28 21:00:00 | \n",
- " 135.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- " -10 | \n",
- "
\n",
- " \n",
- " 1220 | \n",
- " 50523246 | \n",
- " 2018-02-28 22:00:00 | \n",
- " 115.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- " -10 | \n",
- "
\n",
- " \n",
- " 1221 | \n",
- " 50523246 | \n",
- " 2018-02-28 23:00:00 | \n",
- " 130.0 | \n",
- " 0.5 | \n",
- " 0 | \n",
- " NaN | \n",
- " -10 | \n",
- "
\n",
- " \n",
- "
\n",
- "
1222 rows × 7 columns
\n",
- "
"
- ],
- "text/plain": [
- " stay_id charttime urineoutput creat crrt_status weight \\\n",
- "0 30748056 2129-10-18 04:00:00 345.0 2.5 0 54.0 \n",
- "1 30748056 2129-10-18 05:00:00 40.0 NaN 0 54.0 \n",
- "2 30748056 2129-10-18 06:00:00 45.0 NaN 0 54.0 \n",
- "3 30748056 2129-10-18 07:00:00 20.0 NaN 0 54.0 \n",
- "4 30748056 2129-10-18 08:00:00 75.0 NaN 0 54.0 \n",
- "... ... ... ... ... ... ... \n",
- "1217 50523246 2018-02-28 19:00:00 115.0 0.5 0 NaN \n",
- "1218 50523246 2018-02-28 20:00:00 120.0 0.5 0 NaN \n",
- "1219 50523246 2018-02-28 21:00:00 135.0 0.5 0 NaN \n",
- "1220 50523246 2018-02-28 22:00:00 115.0 0.5 0 NaN \n",
- "1221 50523246 2018-02-28 23:00:00 130.0 0.5 0 NaN \n",
- "\n",
- " random_urineoutput \n",
- "0 -5 \n",
- "1 -5 \n",
- "2 -5 \n",
- "3 -5 \n",
- "4 -5 \n",
- "... ... \n",
- "1217 -10 \n",
- "1218 -10 \n",
- "1219 -10 \n",
- "1220 -10 \n",
- "1221 -10 \n",
- "\n",
- "[1222 rows x 7 columns]"
- ]
- },
- "execution_count": 16,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "# subtract or add either 5 or ten randomly from urine output\n",
- "\n",
- "def random_value():\n",
- " return random.choice([5, 10, -5, -10])\n",
- "\n",
- "data[\"random_urineoutput\"] = data.groupby('stay_id')['urineoutput'].transform(lambda x: random_value())\n",
- "data['urineoutput'] = data['urineoutput'] + data['random_urineoutput']\n",
- "data"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 17,
- "metadata": {},
- "outputs": [],
- "source": [
- "# convert all negative values to positive in all numeric cols\n",
- "data[data._get_numeric_data().columns] = data[data._get_numeric_data().columns].abs()\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 18,
- "metadata": {},
- "outputs": [],
- "source": [
- "data.to_csv('../data/test_human.xlsx', index=False)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Prepare Test Data for Machine"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 19,
- "metadata": {},
- "outputs": [],
- "source": [
- "test_machine_urineoutput = data.loc[:, ['stay_id', 'charttime', 'urineoutput']].copy()\n",
- "test_machine_urineoutput.to_csv('../data/test_machine_urineoutput.csv', index=False)\n",
- "\n",
- "test_machine_creatinine = data.loc[:, ['stay_id', 'charttime', 'creat']].copy()\n",
- "test_machine_creatinine.dropna(inplace=True)\n",
- "test_machine_creatinine.to_csv('../data/test_machine_creatinine.csv', index=False)\n",
- "test_machine_crrt = data.loc[:, ['stay_id', 'charttime', 'crrt_status']].copy()\n",
- "test_machine_crrt.dropna(inplace=True)\n",
- "test_machine_crrt.to_csv('../data/test_machine_crrt.csv', index=False)\n",
- "test_machine_weights = data.loc[:, ['stay_id', 'weight']].copy()\n",
- "test_machine_weights.drop_duplicates(inplace=True)\n",
- "test_machine_weights.to_csv('../data/test_machine_weights.csv', index=False)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 20,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "0 4 days 19:55:00\n",
- "1 10 days 18:16:00\n",
- "2 3 days 17:00:00\n",
- "3 4 days 23:27:00\n",
- "4 5 days 23:39:00\n",
- "5 15 days 12:00:00\n",
- "6 2 days 23:00:00\n",
- "7 12 days 16:37:00\n",
- "8 8 days 16:00:00\n",
- "9 6 days 06:05:00\n",
- "10 6 days 23:12:00\n",
- "Name: charttime, dtype: timedelta64[ns]"
- ]
- },
- "execution_count": 20,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "first_day = data.groupby('stay_id')['charttime'].min().reset_index()\n",
- "last_day = data.groupby('stay_id')['charttime'].max().reset_index()\n",
- "los = last_day['charttime'] - first_day['charttime']\n",
- "los"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "data",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.11.0"
- },
- "orig_nbformat": 4
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
From 86117b1dcbb8bc382f8764dac6d32c27847cb7f9 Mon Sep 17 00:00:00 2001
From: aegis301 <57251443+aegis301@users.noreply.github.com>
Date: Thu, 10 Aug 2023 09:33:18 +0200
Subject: [PATCH 4/7] remove prints
---
test_machine.py | 9 ---------
1 file changed, 9 deletions(-)
diff --git a/test_machine.py b/test_machine.py
index 4e0ac25..bc8ca45 100644
--- a/test_machine.py
+++ b/test_machine.py
@@ -8,15 +8,6 @@
crrt = pd.read_csv("tests/data/test_machine_crrt.csv")
patient_data = pd.read_csv("tests/data/test_machine_weights.csv")
- print(patient_data.head())
- print(patient_data.info())
- print(urine_output.head())
- print(urine_output.info())
- print(creatinine.head())
- print(creatinine.info())
- print(crrt.head())
- print(crrt.info())
-
ana = pyAKI.kdigo.Analyser(
[
pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, urine_output),
From df78db37860ac6d842ee53eb4b50710df52a75b8 Mon Sep 17 00:00:00 2001
From: aegis301 <57251443+aegis301@users.noreply.github.com>
Date: Sat, 19 Aug 2023 16:27:34 +0200
Subject: [PATCH 5/7] initiation for human testing
---
...nerate_tests.ipynb => generate_tests.ipynb | 60 +-
mimic_experiment.ipynb | 8501 ++++++++++++++++-
prepare_tests_for_physicians.ipynb | 339 +
pyAKI/preprocessors.py | 4 +-
tests/experiment/generate_tests.ipynb | 776 --
5 files changed, 8854 insertions(+), 826 deletions(-)
rename tests/generate_experiment_data/generate_tests.ipynb => generate_tests.ipynb (95%)
create mode 100644 prepare_tests_for_physicians.ipynb
delete mode 100644 tests/experiment/generate_tests.ipynb
diff --git a/tests/generate_experiment_data/generate_tests.ipynb b/generate_tests.ipynb
similarity index 95%
rename from tests/generate_experiment_data/generate_tests.ipynb
rename to generate_tests.ipynb
index fc105f8..ab16ec2 100644
--- a/tests/generate_experiment_data/generate_tests.ipynb
+++ b/generate_tests.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 114,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -12,20 +12,20 @@
},
{
"cell_type": "code",
- "execution_count": 115,
+ "execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
- "creatinine = pd.read_csv('tests/generate_test/data/creatinine.csv')\n",
- "urineoutput = pd.read_csv('tests/generate_test/data/urineoutput.csv')\n",
- "demographics = pd.read_csv('tests/generate_test/data/demographics.csv')\n",
- "rrt = pd.read_csv('tests/generate_test/data/rrt.csv')\n",
- "weight = pd.read_csv('tests/generate_test/data/weight.csv')\n"
+ "creatinine = pd.read_csv('tests/experiment/data/creatinine.csv')\n",
+ "urineoutput = pd.read_csv('tests/experiment/data/urineoutput.csv')\n",
+ "demographics = pd.read_csv('tests/experiment/data/demographics.csv')\n",
+ "rrt = pd.read_csv('tests/experiment/data/rrt.csv')\n",
+ "weight = pd.read_csv('tests/experiment/data/weight.csv')\n"
]
},
{
"cell_type": "code",
- "execution_count": 116,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -143,7 +143,7 @@
"[7317 rows x 3 columns]"
]
},
- "execution_count": 116,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -154,7 +154,7 @@
},
{
"cell_type": "code",
- "execution_count": 117,
+ "execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
@@ -170,7 +170,7 @@
},
{
"cell_type": "code",
- "execution_count": 118,
+ "execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
@@ -180,7 +180,7 @@
},
{
"cell_type": "code",
- "execution_count": 119,
+ "execution_count": 8,
"metadata": {},
"outputs": [
{
@@ -189,7 +189,7 @@
"(140,)"
]
},
- "execution_count": 119,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -200,7 +200,7 @@
},
{
"cell_type": "code",
- "execution_count": 120,
+ "execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
@@ -209,7 +209,7 @@
},
{
"cell_type": "code",
- "execution_count": 121,
+ "execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
@@ -218,7 +218,7 @@
},
{
"cell_type": "code",
- "execution_count": 122,
+ "execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
@@ -227,7 +227,7 @@
},
{
"cell_type": "code",
- "execution_count": 123,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
@@ -236,7 +236,7 @@
"137"
]
},
- "execution_count": 123,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -248,7 +248,7 @@
},
{
"cell_type": "code",
- "execution_count": 124,
+ "execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
@@ -260,7 +260,7 @@
},
{
"cell_type": "code",
- "execution_count": 125,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
@@ -378,7 +378,7 @@
"[128 rows x 3 columns]"
]
},
- "execution_count": 125,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -393,7 +393,7 @@
},
{
"cell_type": "code",
- "execution_count": 126,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -511,7 +511,7 @@
"[1049 rows x 3 columns]"
]
},
- "execution_count": 126,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
@@ -525,7 +525,7 @@
},
{
"cell_type": "code",
- "execution_count": 127,
+ "execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
@@ -541,7 +541,7 @@
},
{
"cell_type": "code",
- "execution_count": 128,
+ "execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
@@ -559,17 +559,17 @@
},
{
"cell_type": "code",
- "execution_count": 129,
+ "execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
- "ana.process_stays().to_csv(\"tests/generate_test/data/test_machine_aki.csv\")\n",
- "ana.process_stays().to_excel(\"tests/generate_test/data/test_machine_aki.xlsx\")"
+ "ana.process_stays().to_csv(\"tests/experiment/data/test_machine_aki.csv\")\n",
+ "ana.process_stays().to_excel(\"tests/experiment/data/test_machine_aki.xlsx\")"
]
},
{
"cell_type": "code",
- "execution_count": 130,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -578,7 +578,7 @@
},
{
"cell_type": "code",
- "execution_count": 131,
+ "execution_count": null,
"metadata": {},
"outputs": [
{
diff --git a/mimic_experiment.ipynb b/mimic_experiment.ipynb
index 4ca18a1..64a8ad4 100644
--- a/mimic_experiment.ipynb
+++ b/mimic_experiment.ipynb
@@ -9,7 +9,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -25,19 +25,20 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"mimic_urineoutput = pd.read_csv('tests/experiment/data/mimic_urineoutput.csv')\n",
"mimic_creatinine = pd.read_csv('tests/experiment/data/mimic_creatinine.csv')\n",
"mimic_rrt = pd.read_csv('tests/experiment/data/mimic_rrt.csv')\n",
- "mimic_kdigo = pd.read_csv('tests/experiment/data/mimic_kdigo.csv')"
+ "mimic_kdigo = pd.read_csv('tests/experiment/data/mimic_kdigo.csv')\n",
+ "mimic_weights = pd.read_csv('tests/experiment/data/mimic_weights.csv')"
]
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@@ -45,27 +46,144 @@
"mimic_urineoutput['charttime'] = pd.to_datetime(mimic_urineoutput['charttime'])\n",
"mimic_creatinine['charttime'] = pd.to_datetime(mimic_creatinine['charttime'])\n",
"mimic_rrt['charttime'] = pd.to_datetime(mimic_rrt['charttime'])\n",
- "mimic_kdigo['charttime'] = pd.to_datetime(mimic_kdigo['charttime'])\n"
+ "mimic_kdigo['charttime'] = pd.to_datetime(mimic_kdigo['charttime'])"
]
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# sort values by stay_id and then by charttime\n",
- "mimic_urineoutput = mimic_urineoutput.sort_values(['stay_id', 'charttime'])\n",
- "mimic_creatinine = mimic_creatinine.sort_values(['stay_id', 'charttime'])\n",
- "mimic_rrt = mimic_rrt.sort_values(['stay_id', 'charttime'])\n",
- "mimic_kdigo = mimic_kdigo.sort_values(['stay_id', 'charttime'])"
+ "mimic_urineoutput = mimic_urineoutput.sort_values(['stay_id', 'charttime']).reset_index(drop=True)\n",
+ "mimic_creatinine = mimic_creatinine.sort_values(['stay_id', 'charttime']).reset_index(drop=True)\n",
+ "mimic_rrt = mimic_rrt.sort_values(['stay_id', 'charttime']).reset_index(drop=True)\n",
+ "mimic_kdigo = mimic_kdigo.sort_values(['stay_id', 'charttime']).reset_index(drop=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RangeIndex: 3490516 entries, 0 to 3490515\n",
+ "Data columns (total 3 columns):\n",
+ " # Column Dtype \n",
+ "--- ------ ----- \n",
+ " 0 stay_id int64 \n",
+ " 1 charttime datetime64[ns]\n",
+ " 2 urineoutput float64 \n",
+ "dtypes: datetime64[ns](1), float64(1), int64(1)\n",
+ "memory usage: 79.9 MB\n"
+ ]
+ }
+ ],
+ "source": [
+ "mimic_urineoutput.info()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "# pyAKI"
+ "## Data Cleaning"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Urine Output"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " stay_id | \n",
+ " charttime | \n",
+ " urineoutput | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 12:12:00 | \n",
+ " 280.0 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 14:00:00 | \n",
+ " 45.0 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 15:00:00 | \n",
+ " 50.0 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 16:00:00 | \n",
+ " 50.0 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 17:00:00 | \n",
+ " 45.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " stay_id charttime urineoutput\n",
+ "0 30000153 2174-09-29 12:12:00 280.0\n",
+ "1 30000153 2174-09-29 14:00:00 45.0\n",
+ "2 30000153 2174-09-29 15:00:00 50.0\n",
+ "3 30000153 2174-09-29 16:00:00 50.0\n",
+ "4 30000153 2174-09-29 17:00:00 45.0"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "mimic_urineoutput.head()"
]
},
{
@@ -74,6 +192,591 @@
"metadata": {},
"outputs": [],
"source": [
+ "mimic_urineoutput.dropna(inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Creatinine"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " hadm_id | \n",
+ " stay_id | \n",
+ " charttime | \n",
+ " creat | \n",
+ " creat_low_past_48hr | \n",
+ " creat_low_past_7day | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 23998182 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 10:16:00 | \n",
+ " 1.2 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 23998182 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 15:37:00 | \n",
+ " 0.9 | \n",
+ " 1.2 | \n",
+ " 1.2 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 23998182 | \n",
+ " 30000153 | \n",
+ " 2174-09-30 03:34:00 | \n",
+ " 1.1 | \n",
+ " 0.9 | \n",
+ " 0.9 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 27543152 | \n",
+ " 30000213 | \n",
+ " 2162-06-17 09:01:00 | \n",
+ " 2.6 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 27543152 | \n",
+ " 30000213 | \n",
+ " 2162-06-18 05:53:00 | \n",
+ " 2.8 | \n",
+ " 2.6 | \n",
+ " 2.6 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " hadm_id stay_id charttime creat creat_low_past_48hr \\\n",
+ "0 23998182 30000153 2174-09-29 10:16:00 1.2 NaN \n",
+ "1 23998182 30000153 2174-09-29 15:37:00 0.9 1.2 \n",
+ "2 23998182 30000153 2174-09-30 03:34:00 1.1 0.9 \n",
+ "3 27543152 30000213 2162-06-17 09:01:00 2.6 NaN \n",
+ "4 27543152 30000213 2162-06-18 05:53:00 2.8 2.6 \n",
+ "\n",
+ " creat_low_past_7day \n",
+ "0 NaN \n",
+ "1 1.2 \n",
+ "2 0.9 \n",
+ "3 NaN \n",
+ "4 2.6 "
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "mimic_creatinine.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "mimic_creatinine.drop(columns=[\"hadm_id\", \"creat_low_past_48hr\", \"creat_low_past_7day\"], inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " stay_id | \n",
+ " charttime | \n",
+ " creat | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 10:16:00 | \n",
+ " 1.2 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 30000153 | \n",
+ " 2174-09-29 15:37:00 | \n",
+ " 0.9 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 30000153 | \n",
+ " 2174-09-30 03:34:00 | \n",
+ " 1.1 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 30000213 | \n",
+ " 2162-06-17 09:01:00 | \n",
+ " 2.6 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 30000213 | \n",
+ " 2162-06-18 05:53:00 | \n",
+ " 2.8 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " stay_id charttime creat\n",
+ "0 30000153 2174-09-29 10:16:00 1.2\n",
+ "1 30000153 2174-09-29 15:37:00 0.9\n",
+ "2 30000153 2174-09-30 03:34:00 1.1\n",
+ "3 30000213 2162-06-17 09:01:00 2.6\n",
+ "4 30000213 2162-06-18 05:53:00 2.8"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "mimic_creatinine.dropna(inplace=True)\n",
+ "mimic_creatinine.head()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### RRT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "mimic_rrt.dropna(inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Weights"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " subject_id | \n",
+ " stay_id | \n",
+ " weight_admit | \n",
+ " weight | \n",
+ " weight_min | \n",
+ " weight_max | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 16454297 | \n",
+ " 32340171 | \n",
+ " 66.0 | \n",
+ " 66.45 | \n",
+ " 66.0 | \n",
+ " 66.9 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 19647914 | \n",
+ " 30573846 | \n",
+ " 83.3 | \n",
+ " 83.30 | \n",
+ " 83.3 | \n",
+ " 83.3 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 14111969 | \n",
+ " 32688871 | \n",
+ " 82.1 | \n",
+ " 82.10 | \n",
+ " 82.1 | \n",
+ " 82.1 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 17117948 | \n",
+ " 32440061 | \n",
+ " 53.7 | \n",
+ " 53.70 | \n",
+ " 53.7 | \n",
+ " 53.7 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 19366075 | \n",
+ " 33269218 | \n",
+ " 62.0 | \n",
+ " 62.00 | \n",
+ " 62.0 | \n",
+ " 62.0 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " subject_id stay_id weight_admit weight weight_min weight_max\n",
+ "0 16454297 32340171 66.0 66.45 66.0 66.9\n",
+ "1 19647914 30573846 83.3 83.30 83.3 83.3\n",
+ "2 14111969 32688871 82.1 82.10 82.1 82.1\n",
+ "3 17117948 32440061 53.7 53.70 53.7 53.7\n",
+ "4 19366075 33269218 62.0 62.00 62.0 62.0"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "mimic_weights.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "mimic_weights.drop([\"subject_id\", \"weight_admit\", \"weight_min\", \"weight_max\"], axis=1, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Reduce Dataframes to Common Stay Ids"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "mimic_weights.dropna(inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(74311,)"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "mimic_weights.stay_id.unique().shape"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "71607"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# find common stay_ids in weights, creatinine and urineoutput\n",
+ "stay_ids = set(mimic_weights['stay_id']).intersection(set(mimic_creatinine['stay_id'])).intersection(set(mimic_urineoutput['stay_id']))\n",
+ "len(stay_ids)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# subset dataframes\n",
+ "mimic_creatinine = mimic_creatinine[mimic_creatinine['stay_id'].isin(stay_ids)]\n",
+ "mimic_urineoutput = mimic_urineoutput[mimic_urineoutput['stay_id'].isin(stay_ids)]\n",
+ "mimic_weights = mimic_weights[mimic_weights['stay_id'].isin(stay_ids)]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ "
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+ ],
+ "text/plain": [
+ " stay_id charttime rrt_status crrt_status\n",
+ "0 30003226 2123-02-26 16:00:00 1.0 NaN\n",
+ "1 30003226 2123-02-26 16:00:00 1.0 NaN\n",
+ "2 30003226 2123-02-26 16:30:00 1.0 NaN\n",
+ "3 30003226 2123-02-26 16:45:00 1.0 NaN\n",
+ "4 30003226 2123-02-26 18:00:00 1.0 NaN\n",
+ "... ... ... ... ...\n",
+ "71517 39999301 2111-08-18 18:45:00 NaN 0.0\n",
+ "71518 39999384 2158-05-24 22:00:00 NaN 0.0\n",
+ "71519 39999552 2186-07-17 18:00:00 NaN 0.0\n",
+ "71520 39999562 2129-01-25 16:37:00 NaN 0.0\n",
+ "71521 39999810 2115-12-01 01:20:00 NaN 0.0\n",
+ "\n",
+ "[121522 rows x 4 columns]"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "### expand rrt dataframe to include all patients\n",
+ "# get first entry for each patient\n",
+ "mimic_first = mimic_urineoutput.groupby(\"stay_id\").first()[\"charttime\"]\n",
+ "# drop patients already in rrt\n",
+ "mimic_first = mimic_first[~mimic_first.index.isin(mimic_rrt[\"stay_id\"])]\n",
+ "# expand mimic_rrt to include all patients\n",
+ "# convert into dataframe\n",
+ "mimic_first = pd.DataFrame(mimic_first)\n",
+ "# add rrt_status column\n",
+ "mimic_first[\"crrt_status\"] = 0\n",
+ "mimic_first.reset_index(inplace=True)\n",
+ "mimic_rrt.rename(columns={\"dialysis_present\": \"rrt_status\"}, inplace=True)\n",
+ "mimic_rrt = pd.concat([mimic_rrt, mimic_first])\n",
+ "mimic_rrt"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# pyAKI"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pyAKI\n",
"import pyAKI.kdigo as kdigo"
]
},
@@ -83,14 +786,7776 @@
"metadata": {},
"outputs": [],
"source": [
- "ana = kdigo.Analyser([\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, mimic_urineoutput),\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CREATININE, mimic_creatinine),\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.DEMOGRAPHICS, mimic_patient_data),\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CRRT, mimic_rrt),\n",
- " ])\n",
+ "# ana = kdigo.Analyser([\n",
+ "# pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, mimic_urineoutput),\n",
+ "# pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CREATININE, mimic_creatinine),\n",
+ "# pyAKI.utils.Dataset(pyAKI.utils.DatasetType.DEMOGRAPHICS, mimic_weights),\n",
+ "# pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CRRT, mimic_rrt),\n",
+ "# ])\n",
"\n",
- "ana.process_stays()"
+ "# pyaki_kdigo = ana.process_stays()\n",
+ "# pyaki_kdigo.to_csv(\"tests/experiment/data/pyaki_kdigo.csv\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sub_stay_ids = list(stay_ids)[0:1000]\n",
+ "sub_mimic_urineoutput = mimic_urineoutput[mimic_urineoutput[\"stay_id\"].isin(sub_stay_ids)]\n",
+ "sub_mimic_creatinine = mimic_creatinine[mimic_creatinine[\"stay_id\"].isin(sub_stay_ids)]\n",
+ "sub_mimic_rrt = mimic_rrt[mimic_rrt[\"stay_id\"].isin(sub_stay_ids)]\n",
+ "sub_mimic_weights = mimic_weights[mimic_weights[\"stay_id\"].isin(sub_stay_ids)]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/Users/christian/Projects/pyAKI/pyAKI/preprocessors.py:111: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self._time_identifier] = pd.to_datetime(df[self._time_identifier])\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/preprocessors.py:171: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self._time_identifier] = pd.to_datetime(df[self._time_identifier])\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/preprocessors.py:219: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self._time_identifier] = pd.to_datetime(df[self._time_identifier])\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n",
+ "/Users/christian/Projects/pyAKI/pyAKI/probes.py:393: SettingWithCopyWarning: \n",
+ "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+ "Try using .loc[row_indexer,col_indexer] = value instead\n",
+ "\n",
+ "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+ " df[self.RESNAME] = 0\n"
+ ]
+ }
+ ],
+ "source": [
+ "sub_ana = pyAKI.kdigo.Analyser(\n",
+ " [\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, sub_mimic_urineoutput),\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CREATININE, sub_mimic_creatinine),\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.DEMOGRAPHICS, sub_mimic_weights),\n",
+ " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CRRT, sub_mimic_rrt),\n",
+ " ]\n",
+ ")\n",
+ "sub_pyaki_kdigo = sub_ana.process_stays()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sub_mimic_kdigo = mimic_kdigo[mimic_kdigo.stay_id.isin(sub_stay_ids)].copy()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# merge two series\n",
+ "comparison = pd.merge(sub_pyaki_kdigo.groupby(\"stay_id\").stage.max(), sub_mimic_kdigo.groupby(\"stay_id\").aki_stage.max(), left_index=True, right_index=True)"
+ ]
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+ "sub_pyaki_kdigo.drop(columns=[\"stay_id_x\", \"stay_id_y\"], inplace=True)\n"
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+ {
+ "cell_type": "code",
+ "execution_count": 27,
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+ "sub_mimic_urineoutput[sub_mimic_urineoutput[\"stay_id\"] == 30147534]"
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],
diff --git a/prepare_tests_for_physicians.ipynb b/prepare_tests_for_physicians.ipynb
new file mode 100644
index 0000000..9eca11b
--- /dev/null
+++ b/prepare_tests_for_physicians.ipynb
@@ -0,0 +1,339 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import numpy as np"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ " urineoutput_stage | \n",
+ " creat | \n",
+ " abs_crea_stage | \n",
+ " rel_crea_stage | \n",
+ " weight | \n",
+ " rrt_status | \n",
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+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data = pd.read_excel('tests/experiment/data/test_human_aki.xlsx')\n",
+ "data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[37267577.0,\n",
+ " 39268883.0,\n",
+ " 38540883.0,\n",
+ " 34592300.0,\n",
+ " 35009126.0,\n",
+ " 32314488.0,\n",
+ " 34617352.0,\n",
+ " 39635619.0,\n",
+ " 32391858.0,\n",
+ " 32119961.0,\n",
+ " 38383343.0,\n",
+ " 35514836.0,\n",
+ " 30849778.0,\n",
+ " 33281088.0,\n",
+ " 35258379.0]"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import random\n",
+ "stay_ids = data.stay_id.unique()\n",
+ "# select 3 sets of 5 random stays\n",
+ "random.seed(301)\n",
+ "random_stay_ids = random.sample(list(stay_ids), 15)\n",
+ "random_stay_ids"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "([37267577.0, 39268883.0, 38540883.0, 34592300.0, 35009126.0],\n",
+ " [32314488.0, 34617352.0, 39635619.0, 32391858.0, 32119961.0],\n",
+ " [38383343.0, 35514836.0, 30849778.0, 33281088.0, 35258379.0])"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "set_1 = random_stay_ids[:5]\n",
+ "set_2 = random_stay_ids[5:10]\n",
+ "set_3 = random_stay_ids[10:15]\n",
+ "set_1, set_2, set_3"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "pyakienv",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
+ },
+ "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/pyAKI/preprocessors.py b/pyAKI/preprocessors.py
index 948ca29..caede51 100644
--- a/pyAKI/preprocessors.py
+++ b/pyAKI/preprocessors.py
@@ -80,7 +80,7 @@ def __init__(
stay_identifier: str = "stay_id",
time_identifier: str = "charttime",
interpolate: bool = True,
- threshold: Optional[int] = None,
+ threshold: Optional[int] = 8,
) -> None:
"""
Initialize a new instance of the UrineOutputPreProcessor class.
@@ -140,7 +140,7 @@ def __init__(
stay_identifier: str = "stay_id",
time_identifier: str = "charttime",
ffill: bool = True,
- threshold: Optional[int] = None,
+ threshold: Optional[int] = 72,
) -> None:
"""
Initialize a new instance of the CreatininePreProcessor class.
diff --git a/tests/experiment/generate_tests.ipynb b/tests/experiment/generate_tests.ipynb
deleted file mode 100644
index 55bb24b..0000000
--- a/tests/experiment/generate_tests.ipynb
+++ /dev/null
@@ -1,776 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": 114,
- "metadata": {},
- "outputs": [],
- "source": [
- "import pandas as pd\n",
- "import numpy as np"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 115,
- "metadata": {},
- "outputs": [],
- "source": [
- "creatinine = pd.read_csv('tests/generate_test/data/creatinine.csv')\n",
- "urineoutput = pd.read_csv('tests/generate_test/data/urineoutput.csv')\n",
- "demographics = pd.read_csv('tests/generate_test/data/demographics.csv')\n",
- "rrt = pd.read_csv('tests/generate_test/data/rrt.csv')\n",
- "weight = pd.read_csv('tests/generate_test/data/weight.csv')\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 116,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- "\n",
- "
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- " \n",
- " \n",
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- " urineoutput | \n",
- "
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- " 125 | \n",
- "
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- " 39880770 | \n",
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- " 100 | \n",
- "
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- " \n",
- " 7313 | \n",
- " 39880770 | \n",
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- " 270 | \n",
- "
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- " \n",
- " 7314 | \n",
- " 39880770 | \n",
- " 2148-01-08 14:00:00 | \n",
- " 120 | \n",
- "
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- " \n",
- " 7315 | \n",
- " 39880770 | \n",
- " 2148-01-08 15:00:00 | \n",
- " 125 | \n",
- "
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- " \n",
- " 7316 | \n",
- " 39880770 | \n",
- " 2148-01-08 16:00:00 | \n",
- " 250 | \n",
- "
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- " \n",
- "
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- "
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- "
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- ],
- "text/plain": [
- " stay_id charttime urineoutput\n",
- "0 30057454 2171-11-14 11:00:00 200\n",
- "1 30057454 2171-11-14 12:00:00 150\n",
- "2 30057454 2171-11-14 13:00:00 125\n",
- "3 30057454 2171-11-14 14:00:00 150\n",
- "4 30057454 2171-11-14 15:00:00 150\n",
- "... ... ... ...\n",
- "7312 39880770 2148-01-08 12:00:00 100\n",
- "7313 39880770 2148-01-08 13:00:00 270\n",
- "7314 39880770 2148-01-08 14:00:00 120\n",
- "7315 39880770 2148-01-08 15:00:00 125\n",
- "7316 39880770 2148-01-08 16:00:00 250\n",
- "\n",
- "[7317 rows x 3 columns]"
- ]
- },
- "execution_count": 116,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "urineoutput"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 117,
- "metadata": {},
- "outputs": [],
- "source": [
- "stay_ids = set(demographics.stay_id.unique())"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Check Values"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 118,
- "metadata": {},
- "outputs": [],
- "source": [
- "# check if each patient is in each dataset\n",
- "patients_with_urine_output = urineoutput.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 119,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "(140,)"
- ]
- },
- "execution_count": 119,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "weight.stay_id.unique().shape"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 120,
- "metadata": {},
- "outputs": [],
- "source": [
- "patients_with_creatinine = creatinine.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 121,
- "metadata": {},
- "outputs": [],
- "source": [
- "patients_with_weight = weight.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 122,
- "metadata": {},
- "outputs": [],
- "source": [
- "patients_with_rrt = rrt.groupby(\"stay_id\")[\"stay_id\"].agg(lambda x: set(x).issubset(stay_ids))\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 123,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "137"
- ]
- },
- "execution_count": 123,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "intersection_ids: set = set(patients_with_creatinine.index).intersection(set(patients_with_urine_output.index)).intersection(set(patients_with_weight.index))\n",
- "len(intersection_ids)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 124,
- "metadata": {},
- "outputs": [],
- "source": [
- "# subset dataframes\n",
- "urineoutput = urineoutput[urineoutput[\"stay_id\"].isin(intersection_ids)]\n",
- "creatinine = creatinine[creatinine[\"stay_id\"].isin(intersection_ids)]\n",
- "weights = weight[weight[\"stay_id\"].isin(intersection_ids)]"
- ]
- },
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- "text/plain": [
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- "0 30057454 2171-11-14 11:00:00 200\n",
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- "execution_count": 125,
- "metadata": {},
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- ],
- "source": [
- "first_entry = urineoutput.groupby(\"stay_id\").first().reset_index()\n",
- "first_entry = first_entry[first_entry.stay_id.isin(intersection_ids)]\n",
- "# exclude patients in rrt\n",
- "first_entry = first_entry[~first_entry.stay_id.isin(rrt.stay_id)]\n",
- "first_entry "
- ]
- },
- {
- "cell_type": "code",
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- " stay_id charttime dialysis_present\n",
- "0 30932571 2116-03-04 14:00:00 1\n",
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- "2 30932571 2116-03-04 14:43:00 1\n",
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- "4 30932571 2116-03-04 15:00:00 1\n",
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- },
- "execution_count": 126,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "first_entry = first_entry.rename(columns={'urineoutput': 'dialysis_present'})\n",
- "first_entry[\"dialysis_present\"] = 0\n",
- "rrt = pd.concat([rrt, first_entry])\n",
- "rrt"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 127,
- "metadata": {},
- "outputs": [],
- "source": [
- "rrt.rename(columns={'dialysis_present':'crrt_status'}, inplace=True)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## pyAKI"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 128,
- "metadata": {},
- "outputs": [],
- "source": [
- "import pyAKI.kdigo\n",
- "\n",
- "ana = pyAKI.kdigo.Analyser(\n",
- " [\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, urineoutput),\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CREATININE, creatinine),\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.DEMOGRAPHICS, weight),\n",
- " pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CRRT, rrt),\n",
- " ]\n",
- ")"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 129,
- "metadata": {},
- "outputs": [],
- "source": [
- "ana.process_stays().to_csv(\"tests/generate_test/data/test_machine_aki.csv\")\n",
- "ana.process_stays().to_excel(\"tests/generate_test/data/test_machine_aki.xlsx\")"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 130,
- "metadata": {},
- "outputs": [],
- "source": [
- "aki = ana.process_stays()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 131,
- "metadata": {},
- "outputs": [
- {
- "data": {
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- " NaN | \n",
- " NaN | \n",
- " 30057454.0 | \n",
- " 2.0 | \n",
- " 0.0 | \n",
- " 0.0 | \n",
- " 87.2 | \n",
- " NaN | \n",
- " NaN | \n",
- " NaN | \n",
- " 0.0 | \n",
- "
\n",
- " \n",
- "
\n",
- "
"
- ],
- "text/plain": [
- " urineoutput urineoutput_stage stay_id_x \\\n",
- "stay_id charttime \n",
- "30057454 2171-11-07 21:00:00 NaN NaN 30057454.0 \n",
- " 2171-11-07 22:00:00 NaN NaN 30057454.0 \n",
- " 2171-11-07 23:00:00 NaN NaN 30057454.0 \n",
- " 2171-11-08 00:00:00 NaN NaN 30057454.0 \n",
- " 2171-11-08 01:00:00 NaN NaN 30057454.0 \n",
- "\n",
- " creat abs_creatinine_stage \\\n",
- "stay_id charttime \n",
- "30057454 2171-11-07 21:00:00 2.0 0.0 \n",
- " 2171-11-07 22:00:00 2.0 0.0 \n",
- " 2171-11-07 23:00:00 2.0 0.0 \n",
- " 2171-11-08 00:00:00 2.0 0.0 \n",
- " 2171-11-08 01:00:00 2.0 0.0 \n",
- "\n",
- " rel_creatinine_stage weight stay_id_y \\\n",
- "stay_id charttime \n",
- "30057454 2171-11-07 21:00:00 0.0 87.2 NaN \n",
- " 2171-11-07 22:00:00 0.0 87.2 NaN \n",
- " 2171-11-07 23:00:00 0.0 87.2 NaN \n",
- " 2171-11-08 00:00:00 0.0 87.2 NaN \n",
- " 2171-11-08 01:00:00 0.0 87.2 NaN \n",
- "\n",
- " crrt_status crrt_stage stage \n",
- "stay_id charttime \n",
- "30057454 2171-11-07 21:00:00 NaN NaN 0.0 \n",
- " 2171-11-07 22:00:00 NaN NaN 0.0 \n",
- " 2171-11-07 23:00:00 NaN NaN 0.0 \n",
- " 2171-11-08 00:00:00 NaN NaN 0.0 \n",
- " 2171-11-08 01:00:00 NaN NaN 0.0 "
- ]
- },
- "execution_count": 131,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "aki.head()"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "pyakienv",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.11.0"
- },
- "orig_nbformat": 4
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
From 8fa803c7612846556dda8b5291bfb2f83ba6fc44 Mon Sep 17 00:00:00 2001
From: aegis301 <57251443+aegis301@users.noreply.github.com>
Date: Sat, 19 Aug 2023 16:27:42 +0200
Subject: [PATCH 6/7] update setup file
---
setup.cfg | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/setup.cfg b/setup.cfg
index bbbdc7f..646b310 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -4,7 +4,7 @@ description_file = README.md
long_description_content_type = text/markdown
summary = pyAKI allows calculation of Acute Kidney Injury from urine output and creatinine based on KDIGO criteria.
author = 'Jan Ernsting, Christian Porschen'
-author_email = 'j.ernsting@uni-muenster.de, '
+author_email = 'j.ernsting@uni-muenster.de, christian.porschen@ukmuenster.de'
url = https://github.com/AI2MS/pyAKI
project_urls=
Source Code = https://github.com/AI2MS/pyAKI
From 2fd566235d30d0330bc9442631853cecebf4d799 Mon Sep 17 00:00:00 2001
From: aegis301 <57251443+aegis301@users.noreply.github.com>
Date: Mon, 25 Sep 2023 15:32:40 +0200
Subject: [PATCH 7/7] fix bug
---
pyAKI/probes.py | 2 +-
test_machine_sec.py | 24 ++++++++++++++++++++++++
2 files changed, 25 insertions(+), 1 deletion(-)
create mode 100644 test_machine_sec.py
diff --git a/pyAKI/probes.py b/pyAKI/probes.py
index 6df0f57..e9f80d8 100644
--- a/pyAKI/probes.py
+++ b/pyAKI/probes.py
@@ -305,7 +305,7 @@ def probe(self, df: pd.DataFrame = None, **kwargs) -> pd.DataFrame:
df = df.copy()
df[self.RESNAME] = 0
df.loc[(df[self._column] - baseline_values) >= 0.3, self.RESNAME] = 1
- df.loc[(df[self._column] - baseline_values) >= 4, self.RESNAME] = 3
+ df.loc[df[self._column] >= 4, self.RESNAME] = 3
df.loc[df[self._column] == 0, self.RESNAME] = None
df[self.RESNAME] = df[self.RESNAME].ffill().fillna(0)
diff --git a/test_machine_sec.py b/test_machine_sec.py
new file mode 100644
index 0000000..baa7f3a
--- /dev/null
+++ b/test_machine_sec.py
@@ -0,0 +1,24 @@
+import pyAKI.kdigo
+import pandas as pd
+
+if __name__ == "__main__":
+ # Load the test data
+ data = pd.read_excel("test_aki_combined_prep.xlsx")
+
+ urine_output = data["urineoutput"]
+ creatinine = data["creat"]
+ weight = data["weight"]
+ crrt = data["crrt_status"]
+ # prep weights
+ weight = weight.drop_duplicates(subset=["weight"], keep="first")
+
+ ana = pyAKI.kdigo.Analyser(
+ [
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.URINEOUTPUT, urine_output),
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CREATININE, creatinine),
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.DEMOGRAPHICS, weight),
+ pyAKI.utils.Dataset(pyAKI.utils.DatasetType.CRRT, crrt),
+ ]
+ )
+ ana.process_stays().to_csv("tests/data/test_machine_aki_second.csv")
+ ana.process_stays().to_excel("tests/data/test_machine_aki_second.xlsx")