Update after run with PAY dataset.

This commit is contained in:
florez_j committed 2025-04-11 11:31:35 +02:00
1 parent 0353c8492b
commit 5a54a22ebd
1 file changed
+24 -24
@@ -2,13 +2,14 @@
"cells": [
{
"cell_type": "code",
"execution_count": null,
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"c:\\Users\\florez_j\\Documents\\GitLab\\acsmnode\\dima\n",
"c:\\Users\\florez_j\\.conda\\envs\\dash_multi_chem_env\\python311.zip\n",
"c:\\Users\\florez_j\\.conda\\envs\\dash_multi_chem_env\\DLLs\n",
"c:\\Users\\florez_j\\.conda\\envs\\dash_multi_chem_env\\Lib\n",
@@ -18,8 +19,7 @@
"c:\\Users\\florez_j\\.conda\\envs\\dash_multi_chem_env\\Lib\\site-packages\\win32\n",
"c:\\Users\\florez_j\\.conda\\envs\\dash_multi_chem_env\\Lib\\site-packages\\win32\\lib\n",
"c:\\Users\\florez_j\\.conda\\envs\\dash_multi_chem_env\\Lib\\site-packages\\Pythonwin\n",
"c:\\Users\\florez_j\\Documents\\GitLab\\acsmnode\n",
"c:\\Users\\florez_j\\Documents\\GitLab\\acsmnode\\dima\n"
"c:\\Users\\florez_j\\Documents\\GitLab\\acsmnode\n"
]
}
],
@@ -58,7 +58,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -66,16 +66,16 @@
"output_type": "stream",
"text": [
" dataset_name parent_instrument \\\n",
"0 ACSM_TOFWARE/2024/ACSM_JFJ_2024_meta.txt/data_... ACSM_TOFWARE/2024 \n",
"1 ACSM_TOFWARE/2024/ACSM_JFJ_2024_timeseries.txt... ACSM_TOFWARE/2024 \n",
"0 ACSM_TOFWARE/2024/ACSM_PAY_2024_meta.txt/data_... ACSM_TOFWARE/2024 \n",
"1 ACSM_TOFWARE/2024/ACSM_PAY_2024_timeseries.txt... ACSM_TOFWARE/2024 \n",
"2 ACSM_TOFWARE/2024/Org_data_valid.csv/data_table ACSM_TOFWARE/2024 \n",
"3 ACSM_TOFWARE/2024/Org_err_valid.csv/data_table ACSM_TOFWARE/2024 \n",
"4 ACSM_TOFWARE/2024/Org_mz_valid.csv/data_table ACSM_TOFWARE/2024 \n",
"5 ACSM_TOFWARE/2024/Org_time_valid.csv/data_table ACSM_TOFWARE/2024 \n",
"\n",
" parent_file \n",
"0 ACSM_JFJ_2024_meta.txt \n",
"1 ACSM_JFJ_2024_timeseries.txt \n",
"0 ACSM_PAY_2024_meta.txt \n",
"1 ACSM_PAY_2024_timeseries.txt \n",
"2 Org_data_valid.csv \n",
"3 Org_err_valid.csv \n",
"4 Org_mz_valid.csv \n",
@@ -86,7 +86,7 @@
"source": [
"import dima.src.hdf5_ops as dataOps\n",
"\n",
"CAMPAIGN_DATA_FILE = \"../data/collection_JFJ_2024_2025-04-02_2025-04-02.h5\"\n",
"CAMPAIGN_DATA_FILE = \"../data/collection_PAY_2024_2025-04-11_2025-04-11.h5\"\n",
"APPEND_DIR = os.path.splitext(CAMPAIGN_DATA_FILE)[0]\n",
"\n",
"path_to_data_file = CAMPAIGN_DATA_FILE\n",
@@ -112,15 +112,15 @@
},
{
"cell_type": "code",
"execution_count": 14,
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ACSM_TOFWARE/2024/ACSM_JFJ_2024_meta.txt/data_table\n",
"ACSM_TOFWARE_flags/2024/ACSM_JFJ_2024_meta.txt/data_table\n",
"ACSM_TOFWARE/2024/ACSM_PAY_2024_meta.txt/data_table\n",
"ACSM_TOFWARE_flags/2024/ACSM_PAY_2024_meta.txt/data_table\n",
"Index(['t_base', 'VaporizerTemp_C', 'HeaterBias_V', 'FlowRefWave',\n",
" 'FlowRate_mb', 'FlowRate_ccs', 'FilamentEmission_mA', 'Detector_V',\n",
" 'AnalogInput06_V', 'ABRefWave', 'ABsamp', 'ABCorrFact'],\n",
@@ -177,12 +177,12 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -192,7 +192,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": 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truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -202,7 +202,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -212,7 +212,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -222,7 +222,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -232,7 +232,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -242,7 +242,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -252,7 +252,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -262,7 +262,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": 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truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -272,7 +272,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]
@@ -282,7 +282,7 @@
},
{
"data": {
"image/png": 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truncated
"image/png": "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 truncated
"text/plain": [
"<Figure size 1200x250 with 1 Axes>"
]