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Correct shutting in of last production well #92

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merged 7 commits into from
Aug 8, 2020
Merged

Correct shutting in of last production well #92

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94a7bab
Correct shutting in of last production well
olwijn Jul 9, 2020
889b5bb
Test commit - no changes to master
olwijn Jul 10, 2020
7663c67
Test commit - no changes to master
olwijn Jul 10, 2020
944746f
modified phase and type assignment
olwijn Jul 17, 2020
721c108
remove cache
olwijn Jul 17, 2020
670bec4
undo remove cache
olwijn Jul 17, 2020
adb10b1
Merge branch 'master' into FixBugFinalWellStatus
wouterjdb Aug 7, 2020
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27 changes: 17 additions & 10 deletions src/flownet/data/from_flow.py
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Original file line number Diff line number Diff line change
Expand Up @@ -163,12 +163,20 @@ def _production_data(self) -> pd.DataFrame:
df.loc[:, (df == 0).all(axis=0)] = np.nan

df["WELL_NAME"] = well_name
df_production_data = df_production_data.append(df)

df_production_data["PHASE"] = None
df_production_data.loc[df_production_data["WOPR"] > 0, "PHASE"] = "OIL"
df_production_data.loc[df_production_data["WWIR"] > 0, "PHASE"] = "WATER"
df_production_data.loc[df_production_data["WGIR"] > 0, "PHASE"] = "GAS"
df["PHASE"] = None
df.loc[df["WOPR"] > 0, "PHASE"] = "OIL"
df.loc[df["WWIR"] > 0, "PHASE"] = "WATER"
df.loc[df["WGIR"] > 0, "PHASE"] = "GAS"
df["TYPE"] = None
df.loc[df["WOPR"] > 0, "TYPE"] = "OP"
df.loc[df["WWIR"] > 0, "TYPE"] = "WI"
df.loc[df["WGIR"] > 0, "TYPE"] = "GI"
# make sure the correct well type is set also when the well is shut in
df[["PHASE", "TYPE"]] = df[["PHASE", "TYPE"]].fillna(method="backfill")
df[["PHASE", "TYPE"]] = df[["PHASE", "TYPE"]].fillna(method="ffill")

df_production_data = df_production_data.append(df)

if df_production_data["WSTAT"].isna().all():
warnings.warn(
Expand All @@ -190,14 +198,13 @@ def _production_data(self) -> pd.DataFrame:
}
)

df_production_data["TYPE"] = None
df_production_data.loc[df_production_data["WOPR"] > 0, "TYPE"] = "OP"
df_production_data.loc[df_production_data["WWIR"] > 0, "TYPE"] = "WI"
df_production_data.loc[df_production_data["WGIR"] > 0, "TYPE"] = "GI"

# ensure that a type is assigned also if a well is never activated
df_production_data[["PHASE", "TYPE"]] = df_production_data[
["PHASE", "TYPE"]
].fillna(method="backfill")
df_production_data[["PHASE", "TYPE"]] = df_production_data[
["PHASE", "TYPE"]
].fillna(method="ffill")

df_production_data["date"] = df_production_data.index
df_production_data["date"] = pd.to_datetime(df_production_data["date"]).dt.date
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