Using a notebook
How would I load it into a notebook, so I can run it from that?
A:
I'm not sure what you mean by "load into a notebook," but you can use python to create a model and save it as a Jupyter notebook. For example, the following code will create a model that predicts whether a piece of code will throw an exception or not:
import pandas as pd
import numpy as np
from sklearn.linear_model import LogisticRegression
data = pd.read_csv("data/epart_reinforcement.csv")
X = data.iloc[:, :-1].values
Y = data.iloc[:, -1].values
X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.1)
lr = LogisticRegression()
lr.fit(X_train, Y_train)
y_hat = np.zeros(Y_train.shape)
for i in range(lr.classes_):
# Predict for this example
y_hat[Y_train == lr.classes_[i]] = 1
for i in range(10):
try:
y_hat[i]
raise Exception
except Exception:
pass
print "Learned to distinguish between exception and no exception"
Re: public ref BLOB[] references...
This seems like the simplest solution, given that you're only dealing with types which can only be loaded from the database.
One possible gotcha here is that you need to be aware of client versus server version differences in BLOB types. The old storage format changed between SQL Server 2000 and SQL Server 2005 in a way which changed the meaning of an empty blob, and potentially generated a warning when it tried to insert into an empty blob column. But you're using SQL Server 2005+ so it's probably OK (although you should be explicit about it when opening the connection).
Re: public ref BLOB[] references...
I used this technique to fix a problem I had with updates within a transaction which was failing due to a constraint 01e38acffe
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Jul 16, 2021
EOVR Instruction.exe.Parasemblear.com.Advance Mover.rar.TroveCK.exe,keygene.net...
EOVR Instruction.exe
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