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Add new libraries to daily data collection #9

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Merged
pvk-developer merged 6 commits into from
Mar 8, 2025
Merged

Add new libraries to daily data collection #9

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f2282d7
Add additional libraries to the download analytics collection
pvk-developer Feb 28, 2025
9759230
Fix daily build
pvk-developer Mar 3, 2025
1efe5f0
Use fixed httplib2 version
pvk-developer Mar 3, 2025
4484843
Improve way of inserting columns
pvk-developer Mar 5, 2025
29910ee
Update metrics.py
pvk-developer Mar 5, 2025
90548db
Update metrics.py
pvk-developer Mar 5, 2025
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5 changes: 5 additions & 0 deletions config.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -14,3 +14,8 @@ projects:
- datomize
- gretel-trainer
- ydata-sdk
- mostlyai
- synthcity
- smartnoise-synth
- realtabformer
- be-great
7 changes: 5 additions & 2 deletions download_analytics/metrics.py
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Expand Up @@ -35,17 +35,20 @@ def _historical_groupby(downloads, groupbys=None):
if groupbys is None:
groupbys = downloads.set_index('timestamp').columns

new_columns = []
for groupby in groupbys:
grouped = downloads.groupby([year_month, groupby])
grouped_sizes = grouped.size().unstack(-1) # noqa: PD010
if len(groupbys) > 1:
grouped_sizes.columns = f"{groupby}='" + grouped_sizes.columns + "'"
new_columns.append(grouped_sizes.fillna(0))

base[grouped_sizes.columns] = grouped_sizes.fillna(0)
if new_columns:
base = pd.concat([base] + new_columns, axis=1)

totals = base.sum()
totals.name = 'total'
base = pd.concat([base, totals], ignore_index=True)
base = pd.concat([base, totals.to_frame().T], ignore_index=True)
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@gsheni gsheni Mar 6, 2025 •
edited
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why add a transpose?

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@pvk-developer pvk-developer Mar 6, 2025

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This fixes a bug that I introduced in the previous addition. totals is a series that was 'appended' to the frame and now we are using pd.concat I referenced to this

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@pvk-developer pvk-developer Mar 6, 2025

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This is the new output for total:

 base.reset_index().iloc[::-1]['total']
82    2011571.0
81       6536.0
80      65395.0
79      10876.0
78      57403.0
        ...    
4         435.0
3         569.0
2         187.0
1          93.0
0          60.0
Name: total, Length: 83, dtype: float64


return base.reset_index().iloc[::-1]

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2 changes: 1 addition & 1 deletion download_analytics/pypi.py
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Expand Up @@ -150,7 +150,7 @@ def get_pypi_downloads(
if max_date is None:
all_downloads = new_downloads
else:
if max_date < end_date:
if pd.Timestamp(max_date) < pd.Timestamp(end_date):
before = previous[previous.timestamp < new_downloads.timestamp.min()]
after = new_downloads
else:
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3 changes: 2 additions & 1 deletion pyproject.toml
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Expand Up @@ -21,7 +21,8 @@ dependencies = [
"PyYAML",
"PyDrive",
"google-cloud-bigquery",
"db-dtypes"
"db-dtypes",
"httplib2==0.15.0", # https://stackoverflow.com/questions/59815620/gcloud-upload-httplib2-redirectmissinglocation-redirected-but-the-response-is-m
]

[project.urls]
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