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RC Data Science
createAndParseSACCT
Commits
9bfd57c5
Commit
9bfd57c5
authored
Apr 27, 2020
by
Ryan Randles Jones
Browse files
udates
parent
4d36cdff
Changes
1
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importSACCTinfo.ipynb
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9bfd57c5
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
import numpy as np
import numpy as np
import pandas as pd
import pandas as pd
import pandas_profiling
import pandas_profiling
```
```
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
df = pd.read_csv('userusage.txt',delimiter='|')
df = pd.read_csv('userusage.txt',delimiter='|')
```
```
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
df.head()
df.head()
```
```
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
df[['jid','step']] = df.JobID.str.split(".",expand=True)
df[['jid','step']] = df.JobID.str.split(".",expand=True)
df.Partition.values
df.Partition.values
```
```
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
batchDF=df.dropna(subset=["MaxRSS"])
batchDF=df.dropna(subset=["MaxRSS"])
userDF=df.dropna(subset=["User"])
userDF=df.dropna(subset=["User"])
for jid in df.jid.unique():
for jid in df.jid.unique():
userDF['MaxRSS'][userDF['jid'] == jid]=batchDF['MaxRSS'][batchDF['jid'] == jid]
userDF['MaxRSS'][userDF['jid'] == jid]=batchDF['MaxRSS'][batchDF['jid'] == jid]
#print(userDF[userDF['jid'] == jid])
#print(userDF[userDF['jid'] == jid])
userDF.head()
userDF.head()
```
```
%% Cell type:markdown id: tags:
%% Cell type:markdown id: tags:
# add more graphs here
# add more graphs here
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
```
```
...
...
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