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Explicitly set pandas dtype to reduce memory usage and fix warning (#11145)
* Explicitly set dtype to reduce memory usage and fix warning * remove extra line
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@ -440,6 +440,7 @@ def motion_activity():
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# resample data using pandas to get activity on scaled basis
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df = pd.DataFrame(data, columns=["start_time", "motion", "camera"])
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df = df.astype(dtype={"motion": "float16"})
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# set date as datetime index
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df["start_time"] = pd.to_datetime(df["start_time"], unit="s")
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@ -517,6 +518,7 @@ def audio_activity():
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# resample data using pandas to get activity on scaled basis
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df = pd.DataFrame(data, columns=["start_time", "audio"])
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df = df.astype(dtype={"audio": "float16"})
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# set date as datetime index
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df["start_time"] = pd.to_datetime(df["start_time"], unit="s")
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