mirror of
https://github.com/PlaneQuery/OpenAirframes.git
synced 2026-04-24 03:56:24 +02:00
Merge pull request #5 from PlaneQuery/develop
FIX: trigger for planequery-aircraft daily release workflow. Update contributions issue template.
This commit is contained in:
@@ -8,7 +8,7 @@ on:
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required: true
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type: string
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end_date:
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description: 'End date (YYYY-MM-DD, inclusive)'
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description: 'End date (YYYY-MM-DD, exclusive)'
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required: true
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type: string
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chunk_days:
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@@ -41,9 +41,9 @@ jobs:
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INPUT_CHUNK_DAYS: ${{ inputs.chunk_days }}
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run: python src/adsb/historical_generate_matrix.py
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process-chunk:
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adsb-extract:
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needs: generate-matrix
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runs-on: ubuntu-latest
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runs-on: ubuntu-24.04-arm
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strategy:
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matrix:
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chunk: ${{ fromJson(needs.generate-matrix.outputs.chunks) }}
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@@ -61,7 +61,7 @@ jobs:
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install polars pyarrow orjson zstandard
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pip install -r requirements.txt
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- name: Free disk space
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run: |
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@@ -70,24 +70,37 @@ jobs:
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sudo rm -rf /usr/local/share/boost
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df -h
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- name: Process date range
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- name: Download and extract ADS-B data
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env:
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CHUNK_START_DATE: ${{ matrix.chunk.start_date }}
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CHUNK_END_DATE: ${{ matrix.chunk.end_date }}
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working-directory: src/adsb
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run: python historical_process_chunk.py
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START_DATE: ${{ matrix.chunk.start_date }}
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END_DATE: ${{ matrix.chunk.end_date }}
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run: |
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python -m src.adsb.download_and_list_icaos --start-date "$START_DATE" --end-date "$END_DATE"
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ls -lah data/output/
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- name: Upload chunk artifact
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- name: Create tar of extracted data
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run: |
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cd data/output
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tar -cf extracted_data.tar *-planes-readsb-prod-0.tar_0 icao_manifest_*.txt 2>/dev/null || echo "Some files may not exist"
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ls -lah extracted_data.tar || echo "No tar created"
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- name: Upload extracted data
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uses: actions/upload-artifact@v4
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with:
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name: chunk-${{ matrix.chunk.start_date }}-${{ matrix.chunk.end_date }}
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path: data/chunks/*.csv
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name: adsb-extracted-${{ matrix.chunk.start_date }}-${{ matrix.chunk.end_date }}
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path: data/output/extracted_data.tar
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retention-days: 1
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if-no-files-found: ignore
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compression-level: 0
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if-no-files-found: warn
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combine-chunks:
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needs: [generate-matrix, process-chunk]
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runs-on: ubuntu-latest
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adsb-map:
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needs: [generate-matrix, adsb-extract]
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runs-on: ubuntu-24.04-arm
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strategy:
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fail-fast: false
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matrix:
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chunk: ${{ fromJson(needs.generate-matrix.outputs.chunks) }}
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icao_chunk: [0, 1, 2, 3]
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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@@ -100,25 +113,93 @@ jobs:
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install polars
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pip install -r requirements.txt
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- name: Free disk space
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run: |
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sudo rm -rf /usr/share/dotnet
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sudo rm -rf /opt/ghc
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sudo rm -rf /usr/local/share/boost
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df -h
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- name: Download extracted data
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uses: actions/download-artifact@v4
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with:
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name: adsb-extracted-${{ matrix.chunk.start_date }}-${{ matrix.chunk.end_date }}
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path: data/output/
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continue-on-error: true
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- name: Extract tar
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id: extract
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run: |
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cd data/output
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if [ -f extracted_data.tar ]; then
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tar -xf extracted_data.tar
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rm extracted_data.tar
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echo "has_data=true" >> "$GITHUB_OUTPUT"
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echo "=== Contents of data/output ==="
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ls -lah
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else
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echo "No extracted_data.tar found"
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echo "has_data=false" >> "$GITHUB_OUTPUT"
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fi
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- name: Process ICAO chunk
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if: steps.extract.outputs.has_data == 'true'
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env:
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START_DATE: ${{ matrix.chunk.start_date }}
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END_DATE: ${{ matrix.chunk.end_date }}
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run: |
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python -m src.adsb.process_icao_chunk --chunk-id ${{ matrix.icao_chunk }} --total-chunks 4 --start-date "$START_DATE" --end-date "$END_DATE"
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ls -lah data/output/adsb_chunks/ || echo "No chunks created"
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- name: Upload chunk artifacts
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if: steps.extract.outputs.has_data == 'true'
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uses: actions/upload-artifact@v4
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with:
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name: adsb-map-${{ matrix.chunk.start_date }}-${{ matrix.chunk.end_date }}-chunk-${{ matrix.icao_chunk }}
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path: data/output/adsb_chunks/
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retention-days: 1
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if-no-files-found: ignore
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adsb-reduce:
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needs: [generate-matrix, adsb-map]
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runs-on: ubuntu-24.04-arm
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: '3.12'
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install -r requirements.txt
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- name: Download all chunk artifacts
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uses: actions/download-artifact@v4
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with:
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path: chunks
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pattern: chunk-*
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pattern: adsb-map-*
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path: data/output/adsb_chunks/
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merge-multiple: true
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- name: List downloaded chunks
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- name: Debug downloaded files
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run: |
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echo "Downloaded chunks:"
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find chunks -name "*.csv" -type f 2>/dev/null || echo "No CSV files found"
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echo "=== Listing data/output/adsb_chunks/ ==="
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find data/output/adsb_chunks/ -type f 2>/dev/null | head -50 || echo "No files found"
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echo "=== Looking for parquet files ==="
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find . -name "*.parquet" 2>/dev/null | head -20 || echo "No parquet files found"
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- name: Combine chunks
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- name: Combine chunks to CSV
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env:
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GLOBAL_START_DATE: ${{ needs.generate-matrix.outputs.global_start }}
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GLOBAL_END_DATE: ${{ needs.generate-matrix.outputs.global_end }}
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run: python src/adsb/historical_combine_chunks.py
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START_DATE: ${{ needs.generate-matrix.outputs.global_start }}
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END_DATE: ${{ needs.generate-matrix.outputs.global_end }}
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run: |
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python -m src.adsb.combine_chunks_to_csv --chunks-dir data/output/adsb_chunks --start-date "$START_DATE" --end-date "$END_DATE" --skip-base
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ls -lah data/planequery_aircraft/
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- name: Upload final artifact
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uses: actions/upload-artifact@v4
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@@ -8,6 +8,7 @@ on:
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permissions:
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contents: write
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actions: write
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jobs:
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trigger-releases:
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@@ -2,10 +2,16 @@
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Combines chunk parquet files and compresses to final aircraft CSV.
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This is the reduce phase of the map-reduce pipeline.
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Supports both single-day (daily) and multi-day (historical) modes.
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Memory-efficient: processes each chunk separately, compresses, then combines.
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Usage:
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# Daily mode
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python -m src.adsb.combine_chunks_to_csv --chunks-dir data/output/adsb_chunks
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# Historical mode
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python -m src.adsb.combine_chunks_to_csv --chunks-dir data/output/adsb_chunks --start-date 2024-01-01 --end-date 2024-01-07 --skip-base
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"""
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import gc
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import os
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@@ -117,9 +123,9 @@ def download_and_merge_base_release(compressed_df: pl.DataFrame) -> pl.DataFrame
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return compressed_df
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def cleanup_chunks(date_str: str, chunks_dir: str):
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def cleanup_chunks(output_id: str, chunks_dir: str):
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"""Delete chunk parquet files after successful merge."""
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pattern = os.path.join(chunks_dir, f"chunk_*_{date_str}.parquet")
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pattern = os.path.join(chunks_dir, f"chunk_*_{output_id}.parquet")
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chunk_files = glob.glob(pattern)
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for f in chunk_files:
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try:
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@@ -129,32 +135,56 @@ def cleanup_chunks(date_str: str, chunks_dir: str):
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print(f"Failed to delete {f}: {e}")
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def find_chunk_files(chunks_dir: str, output_id: str) -> list[str]:
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"""Find chunk parquet files matching the output ID."""
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pattern = os.path.join(chunks_dir, f"chunk_*_{output_id}.parquet")
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chunk_files = sorted(glob.glob(pattern))
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if not chunk_files:
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# Try recursive search for historical mode with merged artifacts
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pattern = os.path.join(chunks_dir, "**", "*.parquet")
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chunk_files = sorted(glob.glob(pattern, recursive=True))
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return chunk_files
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def main():
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parser = argparse.ArgumentParser(description="Combine chunk parquets to final CSV")
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parser.add_argument("--date", type=str, help="Date in YYYY-MM-DD format (default: yesterday)")
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parser.add_argument("--date", type=str, help="Single date in YYYY-MM-DD format (default: yesterday)")
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parser.add_argument("--start-date", type=str, help="Start date for range (YYYY-MM-DD)")
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parser.add_argument("--end-date", type=str, help="End date for range (YYYY-MM-DD)")
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parser.add_argument("--chunks-dir", type=str, default=DEFAULT_CHUNK_DIR, help="Directory containing chunk parquet files")
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parser.add_argument("--skip-base", action="store_true", help="Skip downloading and merging base release")
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parser.add_argument("--keep-chunks", action="store_true", help="Keep chunk files after merging")
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args = parser.parse_args()
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if args.date:
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target_day = datetime.strptime(args.date, "%Y-%m-%d")
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# Determine output ID and filename based on mode
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if args.start_date and args.end_date:
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# Historical mode
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output_id = f"{args.start_date}_{args.end_date}"
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output_filename = f"planequery_aircraft_adsb_{args.start_date}_{args.end_date}.csv"
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print(f"Combining chunks for date range: {args.start_date} to {args.end_date}")
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else:
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target_day = get_target_day()
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# Daily mode
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if args.date:
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target_day = datetime.strptime(args.date, "%Y-%m-%d")
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else:
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target_day = get_target_day()
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date_str = target_day.strftime("%Y-%m-%d")
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output_id = date_str
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output_filename = f"planequery_aircraft_adsb_{date_str}.csv"
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print(f"Combining chunks for {date_str}")
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date_str = target_day.strftime("%Y-%m-%d")
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chunks_dir = args.chunks_dir
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print(f"Combining chunks for {date_str}")
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print(f"Chunks directory: {chunks_dir}")
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print(f"Resource usage at start: {get_resource_usage()}")
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# Find chunk files
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pattern = os.path.join(chunks_dir, f"chunk_*_{date_str}.parquet")
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chunk_files = sorted(glob.glob(pattern))
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chunk_files = find_chunk_files(chunks_dir, output_id)
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if not chunk_files:
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print(f"No chunk files found matching: {pattern}")
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print(f"No chunk files found in: {chunks_dir}")
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sys.exit(1)
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print(f"Found {len(chunk_files)} chunk files")
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@@ -174,7 +204,7 @@ def main():
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gc.collect()
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print(f"After combining: {get_resource_usage()}")
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# Merge with base release
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# Merge with base release (unless skipped)
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if not args.skip_base:
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combined = download_and_merge_base_release(combined)
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@@ -190,13 +220,13 @@ def main():
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combined = combined.sort('time')
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# Write final CSV
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output_path = os.path.join(FINAL_OUTPUT_DIR, f"planequery_aircraft_adsb_{date_str}.csv")
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output_path = os.path.join(FINAL_OUTPUT_DIR, output_filename)
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combined.write_csv(output_path)
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print(f"Wrote {len(combined)} records to {output_path}")
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# Cleanup
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if not args.keep_chunks:
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cleanup_chunks(date_str, chunks_dir)
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cleanup_chunks(output_id, chunks_dir)
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print(f"Done! | {get_resource_usage()}")
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@@ -2,6 +2,8 @@
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Downloads and extracts adsb.lol tar files, then lists all ICAO folders.
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This is the first step of the map-reduce pipeline.
|
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|
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Supports both single-day (daily) and multi-day (historical) modes.
|
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|
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Outputs:
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- Extracted trace files in data/output/{version_date}-planes-readsb-prod-0.tar_0/
|
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- ICAO manifest at data/output/icao_manifest_{date}.txt
|
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@@ -25,7 +27,6 @@ from src.adsb.download_adsb_data_to_parquet import (
|
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|
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def get_target_day() -> datetime:
|
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"""Get yesterday's date (the day we're processing)."""
|
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# return datetime.utcnow() - timedelta(days=1)
|
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return datetime.utcnow() - timedelta(days=1)
|
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|
||||
|
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@@ -99,49 +100,111 @@ def list_icao_folders(extract_dir: str) -> list[str]:
|
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return icaos
|
||||
|
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|
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def write_manifest(icaos: list[str], date_str: str) -> str:
|
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"""Write ICAO list to manifest file."""
|
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manifest_path = os.path.join(OUTPUT_DIR, f"icao_manifest_{date_str}.txt")
|
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def write_manifest(icaos: list[str], manifest_id: str) -> str:
|
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"""Write ICAO list to manifest file.
|
||||
|
||||
Args:
|
||||
icaos: List of ICAO codes
|
||||
manifest_id: Identifier for manifest file (date or date range)
|
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"""
|
||||
manifest_path = os.path.join(OUTPUT_DIR, f"icao_manifest_{manifest_id}.txt")
|
||||
with open(manifest_path, "w") as f:
|
||||
for icao in icaos:
|
||||
for icao in sorted(icaos):
|
||||
f.write(f"{icao}\n")
|
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print(f"Wrote manifest with {len(icaos)} ICAOs to {manifest_path}")
|
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return manifest_path
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(description="Download and list ICAOs from adsb.lol data")
|
||||
parser.add_argument("--date", type=str, help="Date in YYYY-MM-DD format (default: yesterday)")
|
||||
args = parser.parse_args()
|
||||
|
||||
if args.date:
|
||||
target_day = datetime.strptime(args.date, "%Y-%m-%d")
|
||||
else:
|
||||
target_day = get_target_day()
|
||||
def process_single_day(target_day: datetime) -> tuple[str | None, list[str]]:
|
||||
"""Process a single day: download, extract, list ICAOs.
|
||||
|
||||
Returns:
|
||||
Tuple of (extract_dir, icaos)
|
||||
"""
|
||||
date_str = target_day.strftime("%Y-%m-%d")
|
||||
version_date = f"v{target_day.strftime('%Y.%m.%d')}"
|
||||
|
||||
print(f"Processing date: {date_str} (version: {version_date})")
|
||||
|
||||
# Download and extract
|
||||
extract_dir = download_and_extract(version_date)
|
||||
if not extract_dir:
|
||||
print("Failed to download/extract data")
|
||||
sys.exit(1)
|
||||
print(f"Failed to download/extract data for {date_str}")
|
||||
return None, []
|
||||
|
||||
# List ICAOs
|
||||
icaos = list_icao_folders(extract_dir)
|
||||
if not icaos:
|
||||
print("No ICAOs found")
|
||||
sys.exit(1)
|
||||
print(f"Found {len(icaos)} ICAOs for {date_str}")
|
||||
|
||||
# Write manifest
|
||||
manifest_path = write_manifest(icaos, date_str)
|
||||
return extract_dir, icaos
|
||||
|
||||
|
||||
def process_date_range(start_date: datetime, end_date: datetime) -> set[str]:
|
||||
"""Process multiple days: download, extract, combine ICAO lists.
|
||||
|
||||
print(f"\nDone! Extract dir: {extract_dir}")
|
||||
print(f"Manifest: {manifest_path}")
|
||||
print(f"Total ICAOs: {len(icaos)}")
|
||||
Args:
|
||||
start_date: Start date (inclusive)
|
||||
end_date: End date (inclusive)
|
||||
|
||||
Returns:
|
||||
Combined set of all ICAOs across the date range
|
||||
"""
|
||||
all_icaos: set[str] = set()
|
||||
current = start_date
|
||||
|
||||
# Both start and end are inclusive
|
||||
while current <= end_date:
|
||||
_, icaos = process_single_day(current)
|
||||
all_icaos.update(icaos)
|
||||
current += timedelta(days=1)
|
||||
|
||||
return all_icaos
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(description="Download and list ICAOs from adsb.lol data")
|
||||
parser.add_argument("--date", type=str, help="Single date in YYYY-MM-DD format (default: yesterday)")
|
||||
parser.add_argument("--start-date", type=str, help="Start date for range (YYYY-MM-DD)")
|
||||
parser.add_argument("--end-date", type=str, help="End date for range (YYYY-MM-DD)")
|
||||
args = parser.parse_args()
|
||||
|
||||
# Determine mode: single day or date range
|
||||
if args.start_date and args.end_date:
|
||||
# Historical mode: process date range
|
||||
start_date = datetime.strptime(args.start_date, "%Y-%m-%d")
|
||||
end_date = datetime.strptime(args.end_date, "%Y-%m-%d")
|
||||
|
||||
print(f"Processing date range: {args.start_date} to {args.end_date}")
|
||||
|
||||
all_icaos = process_date_range(start_date, end_date)
|
||||
|
||||
if not all_icaos:
|
||||
print("No ICAOs found in date range")
|
||||
sys.exit(1)
|
||||
|
||||
# Write combined manifest with range identifier
|
||||
manifest_id = f"{args.start_date}_{args.end_date}"
|
||||
write_manifest(list(all_icaos), manifest_id)
|
||||
|
||||
print(f"\nDone! Total ICAOs: {len(all_icaos)}")
|
||||
|
||||
else:
|
||||
# Daily mode: single day
|
||||
if args.date:
|
||||
target_day = datetime.strptime(args.date, "%Y-%m-%d")
|
||||
else:
|
||||
target_day = get_target_day()
|
||||
|
||||
date_str = target_day.strftime("%Y-%m-%d")
|
||||
|
||||
extract_dir, icaos = process_single_day(target_day)
|
||||
|
||||
if not icaos:
|
||||
print("No ICAOs found")
|
||||
sys.exit(1)
|
||||
|
||||
write_manifest(icaos, date_str)
|
||||
|
||||
print(f"\nDone! Extract dir: {extract_dir}")
|
||||
print(f"Total ICAOs: {len(icaos)}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
|
||||
@@ -1,85 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Combine processed chunks into final historical ADS-B release."""
|
||||
|
||||
import os
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
import polars as pl
|
||||
|
||||
|
||||
def combine_chunks(chunks_dir: Path, output_dir: Path, start_date: str, end_date: str) -> Path:
|
||||
"""Combine all chunk CSVs into final output.
|
||||
|
||||
Args:
|
||||
chunks_dir: Directory containing chunk CSV files
|
||||
output_dir: Directory to write final output
|
||||
start_date: Global start date for filename
|
||||
end_date: Global end date for filename
|
||||
|
||||
Returns:
|
||||
Path to final output CSV
|
||||
"""
|
||||
# Import here to allow script to be run from repo root
|
||||
sys.path.insert(0, str(Path(__file__).parent))
|
||||
from compress_adsb_to_aircraft_data import deduplicate_by_signature
|
||||
|
||||
csv_files = sorted(chunks_dir.glob("**/*.csv"))
|
||||
print(f"Found {len(csv_files)} chunk files")
|
||||
|
||||
if not csv_files:
|
||||
print("ERROR: No chunk files found", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
dfs: list[pl.DataFrame] = []
|
||||
for csv_file in csv_files:
|
||||
print(f"Loading {csv_file}")
|
||||
df = pl.read_csv(csv_file, null_values=[""])
|
||||
dfs.append(df)
|
||||
print(f" {df.height} rows")
|
||||
|
||||
df_combined = pl.concat(dfs)
|
||||
print(f"Combined: {df_combined.height} rows")
|
||||
|
||||
df_combined = deduplicate_by_signature(df_combined)
|
||||
print(f"After final dedup: {df_combined.height} rows")
|
||||
|
||||
# Sort by time
|
||||
if "time" in df_combined.columns:
|
||||
df_combined = df_combined.sort("time")
|
||||
|
||||
# Convert list columns to strings for CSV compatibility
|
||||
for col in df_combined.columns:
|
||||
if df_combined[col].dtype == pl.List:
|
||||
df_combined = df_combined.with_columns(
|
||||
pl.col(col).list.join(",").alias(col)
|
||||
)
|
||||
|
||||
# Write output
|
||||
output_dir.mkdir(parents=True, exist_ok=True)
|
||||
output_path = output_dir / f"planequery_aircraft_adsb_{start_date}_{end_date}.csv"
|
||||
|
||||
df_combined.write_csv(output_path)
|
||||
print(f"Wrote final output: {output_path}")
|
||||
print(f"Total records: {df_combined.height}")
|
||||
|
||||
return output_path
|
||||
|
||||
|
||||
def main() -> None:
|
||||
"""Main entry point for GitHub Actions."""
|
||||
start_date = os.environ.get("GLOBAL_START_DATE")
|
||||
end_date = os.environ.get("GLOBAL_END_DATE")
|
||||
|
||||
if not start_date or not end_date:
|
||||
print("ERROR: GLOBAL_START_DATE and GLOBAL_END_DATE must be set", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
chunks_dir = Path("chunks")
|
||||
output_dir = Path("data/planequery_aircraft")
|
||||
|
||||
combine_chunks(chunks_dir, output_dir, start_date, end_date)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -11,12 +11,12 @@ def generate_chunks(start_date: str, end_date: str, chunk_days: int) -> list[dic
|
||||
"""Generate date chunks for parallel processing.
|
||||
|
||||
Args:
|
||||
start_date: Start date in YYYY-MM-DD format
|
||||
end_date: End date in YYYY-MM-DD format
|
||||
start_date: Start date in YYYY-MM-DD format (inclusive)
|
||||
end_date: End date in YYYY-MM-DD format (exclusive)
|
||||
chunk_days: Number of days per chunk
|
||||
|
||||
Returns:
|
||||
List of chunk dictionaries with start_date and end_date
|
||||
List of chunk dictionaries with start_date and end_date (both inclusive within chunk)
|
||||
"""
|
||||
start = datetime.strptime(start_date, "%Y-%m-%d")
|
||||
end = datetime.strptime(end_date, "%Y-%m-%d")
|
||||
@@ -24,8 +24,10 @@ def generate_chunks(start_date: str, end_date: str, chunk_days: int) -> list[dic
|
||||
chunks = []
|
||||
current = start
|
||||
|
||||
while current <= end:
|
||||
chunk_end = min(current + timedelta(days=chunk_days - 1), end)
|
||||
# end_date is exclusive, so we process up to but not including it
|
||||
while current < end:
|
||||
# chunk_end is inclusive, so subtract 1 from the next chunk start
|
||||
chunk_end = min(current + timedelta(days=chunk_days - 1), end - timedelta(days=1))
|
||||
chunks.append({
|
||||
"start_date": current.strftime("%Y-%m-%d"),
|
||||
"end_date": chunk_end.strftime("%Y-%m-%d"),
|
||||
|
||||
@@ -1,91 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Process a single date chunk for historical ADS-B data."""
|
||||
|
||||
import os
|
||||
import sys
|
||||
from datetime import datetime, timedelta
|
||||
from pathlib import Path
|
||||
|
||||
# Add parent directory to path for imports when run from repo root
|
||||
sys.path.insert(0, str(Path(__file__).parent))
|
||||
|
||||
|
||||
def process_chunk(start_date: str, end_date: str, output_dir: Path) -> Path | None:
|
||||
"""Process a date range and output compressed CSV.
|
||||
|
||||
Args:
|
||||
start_date: Start date in YYYY-MM-DD format
|
||||
end_date: End date in YYYY-MM-DD format
|
||||
output_dir: Directory to write output CSV
|
||||
|
||||
Returns:
|
||||
Path to output CSV, or None if no data
|
||||
"""
|
||||
from compress_adsb_to_aircraft_data import (
|
||||
load_historical_for_day,
|
||||
deduplicate_by_signature,
|
||||
)
|
||||
import polars as pl
|
||||
|
||||
start = datetime.strptime(start_date, "%Y-%m-%d")
|
||||
end = datetime.strptime(end_date, "%Y-%m-%d")
|
||||
|
||||
total_days = (end - start).days + 1
|
||||
print(f"Processing {total_days} days [{start_date}, {end_date}]")
|
||||
|
||||
dfs: list[pl.DataFrame] = []
|
||||
current_date = start
|
||||
|
||||
while current_date <= end:
|
||||
day_str = current_date.strftime("%Y-%m-%d")
|
||||
print(f" Loading {day_str}...")
|
||||
|
||||
try:
|
||||
df_compressed = load_historical_for_day(current_date)
|
||||
if df_compressed.height > 0:
|
||||
dfs.append(df_compressed)
|
||||
total_rows = sum(df.height for df in dfs)
|
||||
print(f" +{df_compressed.height} rows (total: {total_rows})")
|
||||
except Exception as e:
|
||||
print(f" Warning: Failed to load {day_str}: {e}")
|
||||
|
||||
current_date += timedelta(days=1)
|
||||
|
||||
if not dfs:
|
||||
print("No data found for this chunk")
|
||||
return None
|
||||
|
||||
df_accumulated = pl.concat(dfs)
|
||||
df_accumulated = deduplicate_by_signature(df_accumulated)
|
||||
print(f"After dedup: {df_accumulated.height} rows")
|
||||
|
||||
# Write output
|
||||
output_dir.mkdir(parents=True, exist_ok=True)
|
||||
output_path = output_dir / f"chunk_{start_date}_{end_date}.csv"
|
||||
df_accumulated.write_csv(output_path)
|
||||
print(f"Wrote {output_path}")
|
||||
|
||||
return output_path
|
||||
|
||||
|
||||
def main() -> None:
|
||||
"""Main entry point for GitHub Actions."""
|
||||
start_date = os.environ.get("CHUNK_START_DATE")
|
||||
end_date = os.environ.get("CHUNK_END_DATE")
|
||||
|
||||
if not start_date or not end_date:
|
||||
print("ERROR: CHUNK_START_DATE and CHUNK_END_DATE must be set", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
# Output to repo root data/chunks (script runs from src/adsb)
|
||||
repo_root = Path(__file__).parent.parent.parent
|
||||
output_dir = repo_root / "data" / "chunks"
|
||||
result = process_chunk(start_date, end_date, output_dir)
|
||||
|
||||
if result is None:
|
||||
print("No data produced for this chunk")
|
||||
sys.exit(0)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
+120
-47
@@ -2,11 +2,17 @@
|
||||
Processes a chunk of ICAOs from pre-extracted trace files.
|
||||
This is the map phase of the map-reduce pipeline.
|
||||
|
||||
Supports both single-day (daily) and multi-day (historical) modes.
|
||||
|
||||
Expects extract_dir to already exist with trace files.
|
||||
Reads ICAO manifest to determine which ICAOs to process based on chunk-id.
|
||||
|
||||
Usage:
|
||||
# Daily mode (single day)
|
||||
python -m src.adsb.process_icao_chunk --chunk-id 0 --total-chunks 4
|
||||
|
||||
# Historical mode (date range)
|
||||
python -m src.adsb.process_icao_chunk --chunk-id 0 --total-chunks 4 --start-date 2024-01-01 --end-date 2024-01-07
|
||||
"""
|
||||
import gc
|
||||
import os
|
||||
@@ -43,9 +49,13 @@ def get_target_day() -> datetime:
|
||||
return datetime.utcnow() - timedelta(days=1)
|
||||
|
||||
|
||||
def read_manifest(date_str: str) -> list[str]:
|
||||
"""Read ICAO manifest file."""
|
||||
manifest_path = os.path.join(OUTPUT_DIR, f"icao_manifest_{date_str}.txt")
|
||||
def read_manifest(manifest_id: str) -> list[str]:
|
||||
"""Read ICAO manifest file.
|
||||
|
||||
Args:
|
||||
manifest_id: Either a date string (YYYY-MM-DD) or range string (YYYY-MM-DD_YYYY-MM-DD)
|
||||
"""
|
||||
manifest_path = os.path.join(OUTPUT_DIR, f"icao_manifest_{manifest_id}.txt")
|
||||
if not os.path.exists(manifest_path):
|
||||
raise FileNotFoundError(f"Manifest not found: {manifest_path}")
|
||||
|
||||
@@ -119,9 +129,17 @@ def process_chunk(
|
||||
total_chunks: int,
|
||||
trace_map: dict[str, str],
|
||||
icaos: list[str],
|
||||
date_str: str,
|
||||
output_id: str,
|
||||
) -> str | None:
|
||||
"""Process a chunk of ICAOs and write to parquet."""
|
||||
"""Process a chunk of ICAOs and write to parquet.
|
||||
|
||||
Args:
|
||||
chunk_id: This chunk's ID (0-indexed)
|
||||
total_chunks: Total number of chunks
|
||||
trace_map: Map of ICAO -> trace file path
|
||||
icaos: Full list of ICAOs from manifest
|
||||
output_id: Identifier for output file (date or date range)
|
||||
"""
|
||||
chunk_icaos = get_chunk_icaos(icaos, chunk_id, total_chunks)
|
||||
print(f"Chunk {chunk_id}/{total_chunks}: Processing {len(chunk_icaos)} ICAOs")
|
||||
|
||||
@@ -142,7 +160,7 @@ def process_chunk(
|
||||
return None
|
||||
|
||||
# Process files and write parquet in batches
|
||||
output_path = os.path.join(CHUNK_OUTPUT_DIR, f"chunk_{chunk_id}_{date_str}.parquet")
|
||||
output_path = os.path.join(CHUNK_OUTPUT_DIR, f"chunk_{chunk_id}_{output_id}.parquet")
|
||||
|
||||
start_time = time.perf_counter()
|
||||
total_rows = 0
|
||||
@@ -200,22 +218,95 @@ def process_chunk(
|
||||
return None
|
||||
|
||||
|
||||
def process_single_day(
|
||||
chunk_id: int,
|
||||
total_chunks: int,
|
||||
target_day: datetime,
|
||||
) -> str | None:
|
||||
"""Process a single day for this chunk."""
|
||||
date_str = target_day.strftime("%Y-%m-%d")
|
||||
version_date = f"v{target_day.strftime('%Y.%m.%d')}"
|
||||
|
||||
extract_dir = os.path.join(OUTPUT_DIR, f"{version_date}-planes-readsb-prod-0.tar_0")
|
||||
|
||||
if not os.path.isdir(extract_dir):
|
||||
print(f"Extract directory not found: {extract_dir}")
|
||||
return None
|
||||
|
||||
trace_map = build_trace_file_map(extract_dir)
|
||||
if not trace_map:
|
||||
print("No trace files found")
|
||||
return None
|
||||
|
||||
icaos = read_manifest(date_str)
|
||||
print(f"Total ICAOs in manifest: {len(icaos)}")
|
||||
|
||||
return process_chunk(chunk_id, total_chunks, trace_map, icaos, date_str)
|
||||
|
||||
|
||||
def process_date_range(
|
||||
chunk_id: int,
|
||||
total_chunks: int,
|
||||
start_date: datetime,
|
||||
end_date: datetime,
|
||||
) -> str | None:
|
||||
"""Process a date range for this chunk.
|
||||
|
||||
Combines trace files from all days in the range.
|
||||
|
||||
Args:
|
||||
chunk_id: This chunk's ID (0-indexed)
|
||||
total_chunks: Total number of chunks
|
||||
start_date: Start date (inclusive)
|
||||
end_date: End date (inclusive)
|
||||
"""
|
||||
start_str = start_date.strftime("%Y-%m-%d")
|
||||
end_str = end_date.strftime("%Y-%m-%d")
|
||||
manifest_id = f"{start_str}_{end_str}"
|
||||
|
||||
print(f"Processing date range: {start_str} to {end_str}")
|
||||
|
||||
# Build combined trace map from all days
|
||||
combined_trace_map: dict[str, str] = {}
|
||||
current = start_date
|
||||
|
||||
# Both start and end are inclusive
|
||||
while current <= end_date:
|
||||
version_date = f"v{current.strftime('%Y.%m.%d')}"
|
||||
extract_dir = os.path.join(OUTPUT_DIR, f"{version_date}-planes-readsb-prod-0.tar_0")
|
||||
|
||||
if os.path.isdir(extract_dir):
|
||||
trace_map = build_trace_file_map(extract_dir)
|
||||
# Later days override earlier days (use most recent trace file)
|
||||
combined_trace_map.update(trace_map)
|
||||
print(f" {current.strftime('%Y-%m-%d')}: {len(trace_map)} trace files")
|
||||
else:
|
||||
print(f" {current.strftime('%Y-%m-%d')}: no extract directory")
|
||||
|
||||
current += timedelta(days=1)
|
||||
|
||||
if not combined_trace_map:
|
||||
print("No trace files found in date range")
|
||||
return None
|
||||
|
||||
print(f"Combined trace map: {len(combined_trace_map)} ICAOs")
|
||||
|
||||
icaos = read_manifest(manifest_id)
|
||||
print(f"Total ICAOs in manifest: {len(icaos)}")
|
||||
|
||||
return process_chunk(chunk_id, total_chunks, combined_trace_map, icaos, manifest_id)
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(description="Process a chunk of ICAOs")
|
||||
parser.add_argument("--chunk-id", type=int, required=True, help="Chunk ID (0-indexed)")
|
||||
parser.add_argument("--total-chunks", type=int, required=True, help="Total number of chunks")
|
||||
parser.add_argument("--date", type=str, help="Date in YYYY-MM-DD format (default: yesterday)")
|
||||
parser.add_argument("--date", type=str, help="Single date in YYYY-MM-DD format (default: yesterday)")
|
||||
parser.add_argument("--start-date", type=str, help="Start date for range (YYYY-MM-DD)")
|
||||
parser.add_argument("--end-date", type=str, help="End date for range (YYYY-MM-DD)")
|
||||
args = parser.parse_args()
|
||||
|
||||
if args.date:
|
||||
target_day = datetime.strptime(args.date, "%Y-%m-%d")
|
||||
else:
|
||||
target_day = get_target_day()
|
||||
|
||||
date_str = target_day.strftime("%Y-%m-%d")
|
||||
version_date = f"v{target_day.strftime('%Y.%m.%d')}"
|
||||
|
||||
print(f"Processing chunk {args.chunk_id}/{args.total_chunks} for {date_str}")
|
||||
print(f"Processing chunk {args.chunk_id}/{args.total_chunks}")
|
||||
print(f"OUTPUT_DIR: {OUTPUT_DIR}")
|
||||
print(f"CHUNK_OUTPUT_DIR: {CHUNK_OUTPUT_DIR}")
|
||||
print(f"Resource usage at start: {get_resource_usage()}")
|
||||
@@ -228,37 +319,19 @@ def main():
|
||||
else:
|
||||
print(f" Directory does not exist!")
|
||||
|
||||
# Find extract directory
|
||||
extract_dir = os.path.join(OUTPUT_DIR, f"{version_date}-planes-readsb-prod-0.tar_0")
|
||||
print(f"\nLooking for extract_dir: {extract_dir}")
|
||||
if not os.path.isdir(extract_dir):
|
||||
print(f"Extract directory not found: {extract_dir}")
|
||||
# Try to find any extracted directory
|
||||
import glob
|
||||
pattern = os.path.join(OUTPUT_DIR, "*-planes-readsb-prod-0*")
|
||||
matches = glob.glob(pattern)
|
||||
print(f"Searching for pattern: {pattern}")
|
||||
print(f"Found matches: {matches}")
|
||||
sys.exit(1)
|
||||
|
||||
# Build trace file map using find
|
||||
trace_map = build_trace_file_map(extract_dir)
|
||||
if not trace_map:
|
||||
print("No trace files found in extract directory")
|
||||
sys.exit(1)
|
||||
|
||||
# Read manifest
|
||||
icaos = read_manifest(date_str)
|
||||
print(f"Total ICAOs in manifest: {len(icaos)}")
|
||||
|
||||
# Process chunk
|
||||
output_path = process_chunk(
|
||||
args.chunk_id,
|
||||
args.total_chunks,
|
||||
trace_map,
|
||||
icaos,
|
||||
date_str,
|
||||
)
|
||||
# Determine mode: single day or date range
|
||||
if args.start_date and args.end_date:
|
||||
# Historical mode
|
||||
start_date = datetime.strptime(args.start_date, "%Y-%m-%d")
|
||||
end_date = datetime.strptime(args.end_date, "%Y-%m-%d")
|
||||
output_path = process_date_range(args.chunk_id, args.total_chunks, start_date, end_date)
|
||||
else:
|
||||
# Daily mode
|
||||
if args.date:
|
||||
target_day = datetime.strptime(args.date, "%Y-%m-%d")
|
||||
else:
|
||||
target_day = get_target_day()
|
||||
output_path = process_single_day(args.chunk_id, args.total_chunks, target_day)
|
||||
|
||||
if output_path:
|
||||
print(f"Output: {output_path}")
|
||||
|
||||
Reference in New Issue
Block a user