From 2d72e0353e24ac1ec46bd6f3366274d927d2a96b Mon Sep 17 00:00:00 2001 From: John Clary Date: Thu, 26 Sep 2024 13:41:12 -0400 Subject: [PATCH 01/28] restore old files - wip --- atd-etl/cr3_extract_diagram/.dockerignore | 2 + atd-etl/cr3_extract_diagram/Dockerfile | 14 + atd-etl/cr3_extract_diagram/README.md | 23 ++ .../cr3_extract_diagram_ocr_narrative.py | 374 ++++++++++++++++++ atd-etl/cr3_extract_diagram/env_template | 5 + atd-etl/cr3_extract_diagram/requirements.txt | 4 + 6 files changed, 422 insertions(+) create mode 100644 atd-etl/cr3_extract_diagram/.dockerignore create mode 100644 atd-etl/cr3_extract_diagram/Dockerfile create mode 100644 atd-etl/cr3_extract_diagram/README.md create mode 100644 atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py create mode 100644 atd-etl/cr3_extract_diagram/env_template create mode 100644 atd-etl/cr3_extract_diagram/requirements.txt diff --git a/atd-etl/cr3_extract_diagram/.dockerignore b/atd-etl/cr3_extract_diagram/.dockerignore new file mode 100644 index 000000000..263cc15ec --- /dev/null +++ b/atd-etl/cr3_extract_diagram/.dockerignore @@ -0,0 +1,2 @@ +env +*.env diff --git a/atd-etl/cr3_extract_diagram/Dockerfile b/atd-etl/cr3_extract_diagram/Dockerfile new file mode 100644 index 000000000..c1b840c3b --- /dev/null +++ b/atd-etl/cr3_extract_diagram/Dockerfile @@ -0,0 +1,14 @@ +FROM python:3.10-slim + +RUN apt-get update +RUN apt-get upgrade -y +RUN apt-get install -y poppler-utils tesseract-ocr + +# Copy our own application +WORKDIR /app +COPY . /app/cr3_extract_diagram + +RUN chmod -R 755 /app/* + +# Install requirements +RUN cd /app/cr3_extract_diagram && pip install -r requirements.txt diff --git a/atd-etl/cr3_extract_diagram/README.md b/atd-etl/cr3_extract_diagram/README.md new file mode 100644 index 000000000..d550acf4c --- /dev/null +++ b/atd-etl/cr3_extract_diagram/README.md @@ -0,0 +1,23 @@ +### Script for cr3 diagram extract + + +| Argument | Description | Required | +|----|------|----| +| -v | be verbose | | +| -d | check for digitally created PDFs | | +| --cr3-source | cr3 files bucket name and path| yes | +| --batch-size | cr3s to process, default is 1 | | +| --update-narrative | update narrative in database | | +| --update-timestamp | update timestamp in database | | +| --save-diagram-s3 | bucket name and path to save diagrams | | +| --save-diagram-disk | save diagram PNG in certain directory | | +| --crash-id | specific crash ID to operate on | | + + +The script is currently scheduled in [airflow](https://github.com/cityofaustin/atd-airflow/blob/production/dags/vz_cr3_extract_ocr_narrative.py) with the following parameters: + +``` +cr3_extract_diagram_ocr_narrative.py -v -d --update-narrative --update-timestamp --batch 100 \ + --cr3-source atd-vision-zero-editor production/cris-cr3-files \ + --save-diagram-s3 atd-vision-zero-website cr3_crash_diagrams/production +``` diff --git a/atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py b/atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py new file mode 100644 index 000000000..3fe5db607 --- /dev/null +++ b/atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py @@ -0,0 +1,374 @@ +#!/usr/bin/env python + +import io +import os +import sys +from uuid import uuid4 +import boto3 +import argparse +import requests +from pdf2image import convert_from_path, convert_from_bytes +import pytesseract + +# Configure the available arguments to the program +parser = argparse.ArgumentParser(description="Extract CR3 diagrams and narratives") +parser.add_argument("-v", action="store_true", help="Be verbose") +parser.add_argument("-d", action="store_true", help="Check for digitally created PDFs") +parser.add_argument( + "--cr3-source", + metavar=("bucket", "path"), + nargs=2, + required=True, + help="Where can we hope to find CR3 files on S3?", +) +parser.add_argument( + "--batch-size", + metavar="int", + default=1, + help="How many cr3s to attempt to process?", +) +parser.add_argument( + "--update-narrative", action="store_true", help="Update narrative in database" +) +parser.add_argument( + "--update-timestamp", action="store_true", help="Update timestamp in database" +) +parser.add_argument( + "--save-diagram-s3", + metavar=("bucket", "path"), + nargs=2, + help="Save diagram PNG in a S3 bucket and path", +) +parser.add_argument( + "--save-diagram-disk", + metavar=("path"), + nargs=1, + help="Save diagram PNG to disk in a certain directory", +) +parser.add_argument( + "--crash-id", + metavar="int", + type=int, + nargs=1, + default=[0], + help="Specific crash ID to operate on", +) +args = parser.parse_args() + +s3 = boto3.client("s3") + + +def update_crash_processed_date(crash_id: int) -> bool: + """ + Update the timestamp in the database for a given crash to indicate the CR3 has been processed + :param crash_id: id for crash to update + :return: boolean indicating success. + """ + + if args.v: + print("update_crash_processed_date(" + str(crash_id) + ")") + query = """ + mutation update_crash_processsed_date($crash_id: Int) { + update_atd_txdot_crashes(where: {crash_id: {_eq: $crash_id}}, _set: {cr3_ocr_extraction_date: "now"}) { + affected_rows + } + } + """ + response = requests.post( + url=os.getenv("HASURA_ENDPOINT"), + headers={ + "Accept": "*/*", + "content-type": "application/json", + "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), + }, + json={"query": query, "variables": {"crash_id": crash_id}}, + ) + try: + return response.json()["data"]["update_atd_txdot_crashes"]["affected_rows"] > 0 + except (KeyError, TypeError): + sys.stderr.write("ERROR") + sys.stderr.write(response.json()) + + +def update_crash_narrative(crash_id: int, narrative: str) -> bool: + """ + Store the OCR extracted crash narrative in the investigator_narrative_ocr field + :param crash_id: crash id for extracted crash narrative + :param narrative: OCR extracted crash narrative + :return: boolean indicating success + """ + + query = """ + mutation update_crash_narrative($crash_id: Int, $narrative: String) { + update_atd_txdot_crashes(where: {crash_id: {_eq: $crash_id}}, _set: {investigator_narrative_ocr: $narrative}) { + affected_rows + } + } + """ + response = requests.post( + url=os.getenv("HASURA_ENDPOINT"), + headers={ + "Accept": "*/*", + "content-type": "application/json", + "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), + }, + json={ + "query": query, + "variables": {"crash_id": crash_id, "narrative": narrative}, + }, + ) + try: + return response.json()["data"]["update_atd_txdot_crashes"]["affected_rows"] > 0 + except (KeyError, TypeError): + sys.stderr.write("ERROR") + sys.stderr.write(response.json()) + + +def update_crash_metadata(crash_id: int, metadata: dict) -> bool: + """ + Store the extracted crash diagram in the metadata field + :param crash_id: crash to update + :param metadata: extracted crash diagram + :return: boolean indicating success. + """ + + query = """ + mutation update_crash_metadata($crash_id: Int, $metadata: jsonb) { + update_atd_txdot_crashes(where: {crash_id: {_eq: $crash_id}}, _set: {cr3_file_metadata: $metadata}) { + affected_rows + } + } + """ + response = requests.post( + url=os.getenv("HASURA_ENDPOINT"), + headers={ + "Accept": "*/*", + "content-type": "application/json", + "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), + }, + json={ + "query": query, + "variables": {"crash_id": crash_id, "metadata": metadata}, + }, + ) + try: + return response.json()["data"]["update_atd_txdot_crashes"]["affected_rows"] > 0 + except (KeyError, TypeError): + sys.stderr.write("ERROR") + sys.stderr.write(response.json()) + + +# Query for multiple unprocessed cr3s +get_batch = """ +query find_cr3s($limit: Int) { + atd_txdot_crashes(where: { + cr3_ocr_extraction_date: {_is_null: true}, + crash_id: {_gt: 10000} + crash_date: {_gte: "2015-01-01"} + cr3_file_metadata:{_is_null: false} + }, + order_by: {crash_date: desc}, + limit: $limit) { + crash_id, + cr3_ocr_extraction_date, + cr3_file_metadata + } +} +""" +batch_variables = {"limit": int(args.batch_size)} + +# query for specific cr3, selected by crash_id +get_single_cr3 = """ +query find_cr3s($crash_id: Int, $limit: Int) { + atd_txdot_crashes(where: { + crash_id: {_eq: $crash_id} + }, + limit: $limit) { + crash_id, + cr3_ocr_extraction_date, + cr3_file_metadata + } +} +""" +single_cr3_variables = {"crash_id": args.crash_id[0], "limit": int(args.batch_size)} + +graphql = "" +variables = {} + +if args.crash_id[0]: + graphql = get_single_cr3 + variables = single_cr3_variables +else: + graphql = get_batch + variables = batch_variables + +response = requests.post( + url=os.getenv("HASURA_ENDPOINT"), + headers={ + "Accept": "*/*", + "content-type": "application/json", + "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), + }, + json={"query": graphql, "variables": variables}, +) + +for crash in response.json()["data"]["atd_txdot_crashes"]: + if args.v: + print("Preparing to operate on crash_id: " + str(crash["crash_id"])) + + # build url and download the CR3 + if args.v: + print("Pulling CR3 PDF from S3") + key = args.cr3_source[1] + "/" + str(crash["crash_id"]) + ".pdf" + obj = [] + try: + pdf = s3.get_object(Bucket=args.cr3_source[0], Key=key) + except: + sys.stderr.write(f"Error: Failed to get PDF for crash {str(crash['crash_id'])}from the S3 object\n") + continue + + # render the pdf into an array of raster images + if args.v: + print("Rendering PDF into images") + pages = [] + try: + pages = convert_from_bytes(pdf["Body"].read(), 150) + except: + sys.stderr.write( + "Error: PDF Read for crash_id (" + str(crash["crash_id"]) + ") failed.\n" + ) + continue + + if args.d: + if args.v: + print("Executing a check for a digitally created PDF") + digital_end_to_end = True + # assume new cr3 form unless proven otherwise + new_cr3_form = True + # these pixels are expected to be black on digitally created PDFs previous to 1/1/2023 + pixels = [ + (110, 3520), + (3080, 3046), + (3050, 2264), + (2580, 6056), + (1252, 154), + (2582, 4166), + (1182, 1838), + ] + new_pixels = [ + (215, 2567), + (872, 2568), + (3338, 3060), + (1690, 2574), + (4834, 279) + ] + for pixel in new_pixels: + rgb_pixel = pages[1].getpixel(pixel) + if not (rgb_pixel[0] == 0 and rgb_pixel[1] == 0 and rgb_pixel[2] == 0): + new_cr3_form = False + continue + if args.v: + print("Pixel" + "(%04d,%04d)" % pixel + ": " + str(rgb_pixel)) + if not new_cr3_form: + for pixel in pixels: + rgb_pixel = pages[1].getpixel(pixel) + if not (rgb_pixel[0] == 0 and rgb_pixel[1] == 0 and rgb_pixel[2] == 0): + digital_end_to_end = False + continue + if args.v: + print("Pixel" + "(%04d,%04d)" % pixel + ": " + str(rgb_pixel)) + if args.v: + print("PDF Digital End to End?: " + str(digital_end_to_end)) + if not digital_end_to_end: + if args.v: + sys.stderr.write("Error: Non-digitally created PDF detected.\n") + continue + + # crop out the narrative and diagram into PIL.Image objects + if args.v: + print("Cropping narrative and diagram from images") + try: + if new_cr3_form: + narrative_image = pages[1].crop((90, 3026, 2496, 5466)) + diagram_image = pages[1].crop((2496, 3036, 4836, 5464)) + else: + narrative_image = pages[1].crop((96, 3683, 2580, 6049)) + diagram_image = pages[1].crop((2589, 3531, 5001, 6048)) + except: + sys.stderr.write( + "Error: Failed to extract the image of the narative and diagram from image in memory\n" + ) + continue + + # use tesseract to OCR the text + if args.v: + print("OCRing narrative") + narrative = "" + try: + narrative = pytesseract.image_to_string(narrative_image) + if args.v: + print("Extracted Text:\n") + print(narrative) + except: + sys.stderr.write("Error: Failed to OCR the narrative\n") + continue + + # do we want to save a PNG file from the image data that was cropped out where the crash diagram is expected to be? + if args.save_diagram_s3: + diagram_uuid = uuid4() + if args.v: + print("Saving PNG of diagram to S3") + try: + # never touch the disk; store the image data in a few steps to get to a variable of binary data + buffer = io.BytesIO() + diagram_image.save(buffer, format="PNG") + output_diagram = s3.put_object( + Body=buffer.getvalue(), + Bucket=args.save_diagram_s3[0], + Key=args.save_diagram_s3[1] + "/" + str(diagram_uuid) + ".png", + ) + if args.v: + print( + "update_crash_metadata(crash_id: " + + str(crash["crash_id"]) + + ", ...) with diagram filename" + ) + if not (isinstance(crash["cr3_file_metadata"], dict)): + crash["cr3_file_metadata"] = {} + crash["cr3_file_metadata"]["diagram_s3_file"] = str(diagram_uuid) + ".png" + update_crash_metadata(crash["crash_id"], crash["cr3_file_metadata"]) + except: + sys.stderr.write( + "Error: Failed setting s3 object containing the diagram PNG file\n" + ) + continue + + # Save a PNG file from the image data to disk + if args.save_diagram_disk: + if args.v: + print("Saving PNG of diagram to disk") + try: + path = args.save_diagram_disk[0] + "/" + str(crash["crash_id"]) + ".png" + diagram_image.save(path) + except: + sys.stderr.write("Error: Failed saving diagram PNG file to disk\n") + + # Store the OCR'd text results from the attempt in the database for the current crash id? + if args.update_narrative: + update_crash_narrative(crash["crash_id"], narrative) + + """ + if (args.save_diagram_s3 and args.update_narrative): + if (args.v): + print("update_crash_metadata(crash_id: " + str(crash['crash_id']) + ", ...) with success flag") + if not(isinstance(crash['cr3_file_metadata'], dict)): + crash['cr3_file_metadata'] = {} + crash['cr3_file_metadata']['successful_ocr_diagram_extraction'] = True + update_crash_metadata(crash['crash_id'], crash['cr3_file_metadata']) + """ + + if args.update_timestamp: + update_crash_processed_date(crash["crash_id"]) + + if args.v: + print("\n") diff --git a/atd-etl/cr3_extract_diagram/env_template b/atd-etl/cr3_extract_diagram/env_template new file mode 100644 index 000000000..338e66ba3 --- /dev/null +++ b/atd-etl/cr3_extract_diagram/env_template @@ -0,0 +1,5 @@ +HASURA_ENDPOINT= +HASURA_ADMIN_KEY= +AWS_DEFAULT_REGION= +AWS_ACCESS_KEY_ID= +AWS_SECRET_ACCESS_KEY= diff --git a/atd-etl/cr3_extract_diagram/requirements.txt b/atd-etl/cr3_extract_diagram/requirements.txt new file mode 100644 index 000000000..b5fad467d --- /dev/null +++ b/atd-etl/cr3_extract_diagram/requirements.txt @@ -0,0 +1,4 @@ +boto3==1.* +pdf2image==1.* +pytesseract==0.* +requests==2.* From 3703029ca5857fdfb90d5adf6b0ebbf72f6fab02 Mon Sep 17 00:00:00 2001 From: John Clary Date: Thu, 26 Sep 2024 17:21:33 -0400 Subject: [PATCH 02/28] wip ocr narrative extract within cris_import etl --- etl/cris_import/Dockerfile | 2 +- etl/cris_import/cr3_ocr_narrative.py | 73 ++++++++++++++++++++++++++ etl/cris_import/narrative_crop.jpeg | Bin 0 -> 294154 bytes etl/cris_import/requirements.txt | 1 + etl/cris_import/utils/files.py | 17 ++++++ etl/cris_import/utils/graphql.py | 26 +++++++++ etl/cris_import/utils/process_pdfs.py | 13 +++-- etl/cris_import/utils/settings.py | 8 +++ 8 files changed, 136 insertions(+), 4 deletions(-) create mode 100644 etl/cris_import/cr3_ocr_narrative.py create mode 100644 etl/cris_import/narrative_crop.jpeg diff --git a/etl/cris_import/Dockerfile b/etl/cris_import/Dockerfile index e0531f7fe..dd946636b 100644 --- a/etl/cris_import/Dockerfile +++ b/etl/cris_import/Dockerfile @@ -6,7 +6,7 @@ COPY . /app RUN apt-get -y update # we need p7zip-full to extract CRIS zips # poppler-utils as a pdf2image dependency to snip crash diagrams out of pdfs -RUN apt-get install -y p7zip-full poppler-utils +RUN apt-get install -y p7zip-full poppler-utils tesseract-ocr RUN chmod -R 755 /app/* RUN chmod +x /app/cris_import.py RUN pip install -r requirements.txt diff --git a/etl/cris_import/cr3_ocr_narrative.py b/etl/cris_import/cr3_ocr_narrative.py new file mode 100644 index 000000000..984880e6e --- /dev/null +++ b/etl/cris_import/cr3_ocr_narrative.py @@ -0,0 +1,73 @@ +from datetime import datetime, timezone + +from pdf2image import convert_from_bytes +from pytesseract import image_to_string + +from utils.cli import get_cli_args +from utils.files import download_cr3_pdf +from utils.graphql import ( + make_hasura_request, + NARRATIVES_TODO_QUERY, + UPDATE_CRASH_NARRATIVE_OCR_MUTATION, +) +from utils.logging import init_logger +from utils.process_pdfs import get_pdf_width_from_bytes, get_cr3_version +from utils.settings import NARRATIVE_BBOX_PIXELS + + +def main(cli_args): + raise Exception("Remember you need to first run the check to restore nullified narratives") + # get crashes where narrative is null, pdf is not null, narrative_ocr_date is null + # investigator_narrative_ocr + todos = make_hasura_request(query=NARRATIVES_TODO_QUERY)["crashes"] + for crash in todos: + cris_crash_id = crash["cris_crash_id"] + pdf = download_cr3_pdf(cris_crash_id) + + logger.info("Converting PDF to image...") + page = convert_from_bytes( + pdf, + fmt="jpeg", # jpeg is much faster than the default ppm fmt + first_page=2, # page 2 has the crash narrative + last_page=2, + dpi=150, + )[0] + + logger.info("Cropping narrative from PDF...") + page_width = get_pdf_width_from_bytes(pdf) + cr3_version = get_cr3_version(page, page_width) + bbox = NARRATIVE_BBOX_PIXELS[cr3_version] + + if not bbox: + continue + + print(cr3_version) + narrative_image = page.crop(bbox) + narrative_image.save("narrative_crop.jpeg") + + logger.info("Extracting narrative text...") + narrative = None + narrative = image_to_string(narrative_image) + + breakpoint() + variables = { + "id": crash["id"], + "updates": { + "investigator_narrative": narrative, + "investigator_narrative_ocr_processed_at": datetime.now( + timezone.utc + ).isoformat(), + "updated_by": "dts_automation", + }, + } + + # make_hasura_request( + # query=UPDATE_CRASH_NARRATIVE_OCR_MUTATION, variables=variables + # ) + + + +if __name__ == "__main__": + cli_args = get_cli_args() + logger = init_logger(debug=cli_args.verbose) + main(cli_args) diff --git 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atd-etl/cr3_extract_diagram/README.md | 23 -- .../cr3_extract_diagram_ocr_narrative.py | 374 ------------------ atd-etl/cr3_extract_diagram/env_template | 5 - atd-etl/cr3_extract_diagram/requirements.txt | 4 - 6 files changed, 422 deletions(-) delete mode 100644 atd-etl/cr3_extract_diagram/.dockerignore delete mode 100644 atd-etl/cr3_extract_diagram/Dockerfile delete mode 100644 atd-etl/cr3_extract_diagram/README.md delete mode 100644 atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py delete mode 100644 atd-etl/cr3_extract_diagram/env_template delete mode 100644 atd-etl/cr3_extract_diagram/requirements.txt diff --git a/atd-etl/cr3_extract_diagram/.dockerignore b/atd-etl/cr3_extract_diagram/.dockerignore deleted file mode 100644 index 263cc15ec..000000000 --- a/atd-etl/cr3_extract_diagram/.dockerignore +++ /dev/null @@ -1,2 +0,0 @@ -env -*.env diff --git a/atd-etl/cr3_extract_diagram/Dockerfile b/atd-etl/cr3_extract_diagram/Dockerfile deleted file mode 100644 index c1b840c3b..000000000 --- a/atd-etl/cr3_extract_diagram/Dockerfile +++ /dev/null @@ -1,14 +0,0 @@ -FROM python:3.10-slim - -RUN apt-get update -RUN apt-get upgrade -y -RUN apt-get install -y poppler-utils tesseract-ocr - -# Copy our own application -WORKDIR /app -COPY . /app/cr3_extract_diagram - -RUN chmod -R 755 /app/* - -# Install requirements -RUN cd /app/cr3_extract_diagram && pip install -r requirements.txt diff --git a/atd-etl/cr3_extract_diagram/README.md b/atd-etl/cr3_extract_diagram/README.md deleted file mode 100644 index d550acf4c..000000000 --- a/atd-etl/cr3_extract_diagram/README.md +++ /dev/null @@ -1,23 +0,0 @@ -### Script for cr3 diagram extract - - -| Argument | Description | Required | -|----|------|----| -| -v | be verbose | | -| -d | check for digitally created PDFs | | -| --cr3-source | cr3 files bucket name and path| yes | -| --batch-size | cr3s to process, default is 1 | | -| --update-narrative | update narrative in database | | -| --update-timestamp | update timestamp in database | | -| --save-diagram-s3 | bucket name and path to save diagrams | | -| --save-diagram-disk | save diagram PNG in certain directory | | -| --crash-id | specific crash ID to operate on | | - - -The script is currently scheduled in [airflow](https://github.com/cityofaustin/atd-airflow/blob/production/dags/vz_cr3_extract_ocr_narrative.py) with the following parameters: - -``` -cr3_extract_diagram_ocr_narrative.py -v -d --update-narrative --update-timestamp --batch 100 \ - --cr3-source atd-vision-zero-editor production/cris-cr3-files \ - --save-diagram-s3 atd-vision-zero-website cr3_crash_diagrams/production -``` diff --git a/atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py b/atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py deleted file mode 100644 index 3fe5db607..000000000 --- a/atd-etl/cr3_extract_diagram/cr3_extract_diagram_ocr_narrative.py +++ /dev/null @@ -1,374 +0,0 @@ -#!/usr/bin/env python - -import io -import os -import sys -from uuid import uuid4 -import boto3 -import argparse -import requests -from pdf2image import convert_from_path, convert_from_bytes -import pytesseract - -# Configure the available arguments to the program -parser = argparse.ArgumentParser(description="Extract CR3 diagrams and narratives") -parser.add_argument("-v", action="store_true", help="Be verbose") -parser.add_argument("-d", action="store_true", help="Check for digitally created PDFs") -parser.add_argument( - "--cr3-source", - metavar=("bucket", "path"), - nargs=2, - required=True, - help="Where can we hope to find CR3 files on S3?", -) -parser.add_argument( - "--batch-size", - metavar="int", - default=1, - help="How many cr3s to attempt to process?", -) -parser.add_argument( - "--update-narrative", action="store_true", help="Update narrative in database" -) -parser.add_argument( - "--update-timestamp", action="store_true", help="Update timestamp in database" -) -parser.add_argument( - "--save-diagram-s3", - metavar=("bucket", "path"), - nargs=2, - help="Save diagram PNG in a S3 bucket and path", -) -parser.add_argument( - "--save-diagram-disk", - metavar=("path"), - nargs=1, - help="Save diagram PNG to disk in a certain directory", -) -parser.add_argument( - "--crash-id", - metavar="int", - type=int, - nargs=1, - default=[0], - help="Specific crash ID to operate on", -) -args = parser.parse_args() - -s3 = boto3.client("s3") - - -def update_crash_processed_date(crash_id: int) -> bool: - """ - Update the timestamp in the database for a given crash to indicate the CR3 has been processed - :param crash_id: id for crash to update - :return: boolean indicating success. - """ - - if args.v: - print("update_crash_processed_date(" + str(crash_id) + ")") - query = """ - mutation update_crash_processsed_date($crash_id: Int) { - update_atd_txdot_crashes(where: {crash_id: {_eq: $crash_id}}, _set: {cr3_ocr_extraction_date: "now"}) { - affected_rows - } - } - """ - response = requests.post( - url=os.getenv("HASURA_ENDPOINT"), - headers={ - "Accept": "*/*", - "content-type": "application/json", - "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), - }, - json={"query": query, "variables": {"crash_id": crash_id}}, - ) - try: - return response.json()["data"]["update_atd_txdot_crashes"]["affected_rows"] > 0 - except (KeyError, TypeError): - sys.stderr.write("ERROR") - sys.stderr.write(response.json()) - - -def update_crash_narrative(crash_id: int, narrative: str) -> bool: - """ - Store the OCR extracted crash narrative in the investigator_narrative_ocr field - :param crash_id: crash id for extracted crash narrative - :param narrative: OCR extracted crash narrative - :return: boolean indicating success - """ - - query = """ - mutation update_crash_narrative($crash_id: Int, $narrative: String) { - update_atd_txdot_crashes(where: {crash_id: {_eq: $crash_id}}, _set: {investigator_narrative_ocr: $narrative}) { - affected_rows - } - } - """ - response = requests.post( - url=os.getenv("HASURA_ENDPOINT"), - headers={ - "Accept": "*/*", - "content-type": "application/json", - "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), - }, - json={ - "query": query, - "variables": {"crash_id": crash_id, "narrative": narrative}, - }, - ) - try: - return response.json()["data"]["update_atd_txdot_crashes"]["affected_rows"] > 0 - except (KeyError, TypeError): - sys.stderr.write("ERROR") - sys.stderr.write(response.json()) - - -def update_crash_metadata(crash_id: int, metadata: dict) -> bool: - """ - Store the extracted crash diagram in the metadata field - :param crash_id: crash to update - :param metadata: extracted crash diagram - :return: boolean indicating success. - """ - - query = """ - mutation update_crash_metadata($crash_id: Int, $metadata: jsonb) { - update_atd_txdot_crashes(where: {crash_id: {_eq: $crash_id}}, _set: {cr3_file_metadata: $metadata}) { - affected_rows - } - } - """ - response = requests.post( - url=os.getenv("HASURA_ENDPOINT"), - headers={ - "Accept": "*/*", - "content-type": "application/json", - "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), - }, - json={ - "query": query, - "variables": {"crash_id": crash_id, "metadata": metadata}, - }, - ) - try: - return response.json()["data"]["update_atd_txdot_crashes"]["affected_rows"] > 0 - except (KeyError, TypeError): - sys.stderr.write("ERROR") - sys.stderr.write(response.json()) - - -# Query for multiple unprocessed cr3s -get_batch = """ -query find_cr3s($limit: Int) { - atd_txdot_crashes(where: { - cr3_ocr_extraction_date: {_is_null: true}, - crash_id: {_gt: 10000} - crash_date: {_gte: "2015-01-01"} - cr3_file_metadata:{_is_null: false} - }, - order_by: {crash_date: desc}, - limit: $limit) { - crash_id, - cr3_ocr_extraction_date, - cr3_file_metadata - } -} -""" -batch_variables = {"limit": int(args.batch_size)} - -# query for specific cr3, selected by crash_id -get_single_cr3 = """ -query find_cr3s($crash_id: Int, $limit: Int) { - atd_txdot_crashes(where: { - crash_id: {_eq: $crash_id} - }, - limit: $limit) { - crash_id, - cr3_ocr_extraction_date, - cr3_file_metadata - } -} -""" -single_cr3_variables = {"crash_id": args.crash_id[0], "limit": int(args.batch_size)} - -graphql = "" -variables = {} - -if args.crash_id[0]: - graphql = get_single_cr3 - variables = single_cr3_variables -else: - graphql = get_batch - variables = batch_variables - -response = requests.post( - url=os.getenv("HASURA_ENDPOINT"), - headers={ - "Accept": "*/*", - "content-type": "application/json", - "x-hasura-admin-secret": os.getenv("HASURA_ADMIN_KEY"), - }, - json={"query": graphql, "variables": variables}, -) - -for crash in response.json()["data"]["atd_txdot_crashes"]: - if args.v: - print("Preparing to operate on crash_id: " + str(crash["crash_id"])) - - # build url and download the CR3 - if args.v: - print("Pulling CR3 PDF from S3") - key = args.cr3_source[1] + "/" + str(crash["crash_id"]) + ".pdf" - obj = [] - try: - pdf = s3.get_object(Bucket=args.cr3_source[0], Key=key) - except: - sys.stderr.write(f"Error: Failed to get PDF for crash {str(crash['crash_id'])}from the S3 object\n") - continue - - # render the pdf into an array of raster images - if args.v: - print("Rendering PDF into images") - pages = [] - try: - pages = convert_from_bytes(pdf["Body"].read(), 150) - except: - sys.stderr.write( - "Error: PDF Read for crash_id (" + str(crash["crash_id"]) + ") failed.\n" - ) - continue - - if args.d: - if args.v: - print("Executing a check for a digitally created PDF") - digital_end_to_end = True - # assume new cr3 form unless proven otherwise - new_cr3_form = True - # these pixels are expected to be black on digitally created PDFs previous to 1/1/2023 - pixels = [ - (110, 3520), - (3080, 3046), - (3050, 2264), - (2580, 6056), - (1252, 154), - (2582, 4166), - (1182, 1838), - ] - new_pixels = [ - (215, 2567), - (872, 2568), - (3338, 3060), - (1690, 2574), - (4834, 279) - ] - for pixel in new_pixels: - rgb_pixel = pages[1].getpixel(pixel) - if not (rgb_pixel[0] == 0 and rgb_pixel[1] == 0 and rgb_pixel[2] == 0): - new_cr3_form = False - continue - if args.v: - print("Pixel" + "(%04d,%04d)" % pixel + ": " + str(rgb_pixel)) - if not new_cr3_form: - for pixel in pixels: - rgb_pixel = pages[1].getpixel(pixel) - if not (rgb_pixel[0] == 0 and rgb_pixel[1] == 0 and rgb_pixel[2] == 0): - digital_end_to_end = False - continue - if args.v: - print("Pixel" + "(%04d,%04d)" % pixel + ": " + str(rgb_pixel)) - if args.v: - print("PDF Digital End to End?: " + str(digital_end_to_end)) - if not digital_end_to_end: - if args.v: - sys.stderr.write("Error: Non-digitally created PDF detected.\n") - continue - - # crop out the narrative and diagram into PIL.Image objects - if args.v: - print("Cropping narrative and diagram from images") - try: - if new_cr3_form: - narrative_image = pages[1].crop((90, 3026, 2496, 5466)) - diagram_image = pages[1].crop((2496, 3036, 4836, 5464)) - else: - narrative_image = pages[1].crop((96, 3683, 2580, 6049)) - diagram_image = pages[1].crop((2589, 3531, 5001, 6048)) - except: - sys.stderr.write( - "Error: Failed to extract the image of the narative and diagram from image in memory\n" - ) - continue - - # use tesseract to OCR the text - if args.v: - print("OCRing narrative") - narrative = "" - try: - narrative = pytesseract.image_to_string(narrative_image) - if args.v: - print("Extracted Text:\n") - print(narrative) - except: - sys.stderr.write("Error: Failed to OCR the narrative\n") - continue - - # do we want to save a PNG file from the image data that was cropped out where the crash diagram is expected to be? - if args.save_diagram_s3: - diagram_uuid = uuid4() - if args.v: - print("Saving PNG of diagram to S3") - try: - # never touch the disk; store the image data in a few steps to get to a variable of binary data - buffer = io.BytesIO() - diagram_image.save(buffer, format="PNG") - output_diagram = s3.put_object( - Body=buffer.getvalue(), - Bucket=args.save_diagram_s3[0], - Key=args.save_diagram_s3[1] + "/" + str(diagram_uuid) + ".png", - ) - if args.v: - print( - "update_crash_metadata(crash_id: " - + str(crash["crash_id"]) - + ", ...) with diagram filename" - ) - if not (isinstance(crash["cr3_file_metadata"], dict)): - crash["cr3_file_metadata"] = {} - crash["cr3_file_metadata"]["diagram_s3_file"] = str(diagram_uuid) + ".png" - update_crash_metadata(crash["crash_id"], crash["cr3_file_metadata"]) - except: - sys.stderr.write( - "Error: Failed setting s3 object containing the diagram PNG file\n" - ) - continue - - # Save a PNG file from the image data to disk - if args.save_diagram_disk: - if args.v: - print("Saving PNG of diagram to disk") - try: - path = args.save_diagram_disk[0] + "/" + str(crash["crash_id"]) + ".png" - diagram_image.save(path) - except: - sys.stderr.write("Error: Failed saving diagram PNG file to disk\n") - - # Store the OCR'd text results from the attempt in the database for the current crash id? - if args.update_narrative: - update_crash_narrative(crash["crash_id"], narrative) - - """ - if (args.save_diagram_s3 and args.update_narrative): - if (args.v): - print("update_crash_metadata(crash_id: " + str(crash['crash_id']) + ", ...) with success flag") - if not(isinstance(crash['cr3_file_metadata'], dict)): - crash['cr3_file_metadata'] = {} - crash['cr3_file_metadata']['successful_ocr_diagram_extraction'] = True - update_crash_metadata(crash['crash_id'], crash['cr3_file_metadata']) - """ - - if args.update_timestamp: - update_crash_processed_date(crash["crash_id"]) - - if args.v: - print("\n") diff --git a/atd-etl/cr3_extract_diagram/env_template b/atd-etl/cr3_extract_diagram/env_template deleted file mode 100644 index 338e66ba3..000000000 --- a/atd-etl/cr3_extract_diagram/env_template +++ /dev/null @@ -1,5 +0,0 @@ -HASURA_ENDPOINT= -HASURA_ADMIN_KEY= -AWS_DEFAULT_REGION= -AWS_ACCESS_KEY_ID= -AWS_SECRET_ACCESS_KEY= diff --git a/atd-etl/cr3_extract_diagram/requirements.txt 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z61Q*Us_Z(D^$FBKa0{?}(t@p%fsaY;)a^ur7I9zoH>ll;3jn_YAS!yKtMGTGzox=) zaLyk?Ci%0r`yn5oc5{Y79#;+s({w09S%ArmZVs|EWQCI!4cT{Y25RxqSjA5ulu&mE zfz?+X4l)7v8d+6ahwaS3p1THol@22gzvD0H#BhuJejYvO{4LZqk|(@jq4HOC(KWmp zW1Gb?X9CpUGh{?!=`u&=83~Llip>H~zewWVyC6yg+Bkq)9>8Y*Ss&nlz*h0PVe=^P z{$X^L3ho^;6}k9RlPSpl6NsQUTeI3Gj0e^Z&}!g+`yblTLqS5f{mNiY`6SrJ;>aH?1n@XjirKk*PSy8}6;B$5rxo z2YlA2$`2*^6DACOycV`3B6f#3P7N>t{SCl^gWvv7R8aA*0`>Gzk|aP;H5X7+Wka5Z zZ3JxyY+3%)>}-mkhgG&ZF;Wx5Ml-HxWG12k3TZ(1&Uuhua0gL?>?ttQKf5U+w6sjf zD+(VUmkp+VZ(=`_7;_k-TN!Z$5M?RRv^`f051>Ujo46McP8R*&=EZM4a-msDNc`?z z*1QVye=c|B|Lslw7s5D@qxno}J=f>eq)v|PKB&0GZKrsAhX0T6=iZdRjK0TMef@)6 z&#nGhd1rTg_Ss)uR(*lpcXZ&BJ_DZ=gflBImbS+AySt!+0?56x1$_4(dAEf)ISbqX6V{Nb+VeQYu5pIMVY_nd9U&Ea;EKiUq*e+cc4*wUk$ z9FcNo$6>}ud&xZp`xHL7T<0ygFxSHL0Aum~zN!7cZJKJhi_g_x>Sd_ Date: Thu, 26 Sep 2024 17:25:29 -0400 Subject: [PATCH 05/28] create migrations for new col --- .../1727375054583_narrative_ocr/down.sql | 11 +++++++ .../1727375054583_narrative_ocr/up.sql | 32 +++++++++++++++++++ 2 files changed, 43 insertions(+) create mode 100644 database/migrations/default/1727375054583_narrative_ocr/down.sql create mode 100644 database/migrations/default/1727375054583_narrative_ocr/up.sql diff --git a/database/migrations/default/1727375054583_narrative_ocr/down.sql b/database/migrations/default/1727375054583_narrative_ocr/down.sql new file mode 100644 index 000000000..f319080b6 --- /dev/null +++ b/database/migrations/default/1727375054583_narrative_ocr/down.sql @@ -0,0 +1,11 @@ +-- drop trigger if exists +-- reset_investigator_narrative_ocr_processed_at_on_update on crashes_cris; + +-- drop function if exists +-- public.reset_investigator_narrative_ocr_processed_at; + +alter table crashes_edits + drop column investigator_narrative_ocr_processed_at; + +alter table crashes + drop column investigator_narrative_ocr_processed_at; diff --git a/database/migrations/default/1727375054583_narrative_ocr/up.sql b/database/migrations/default/1727375054583_narrative_ocr/up.sql new file mode 100644 index 000000000..5912e9075 --- /dev/null +++ b/database/migrations/default/1727375054583_narrative_ocr/up.sql @@ -0,0 +1,32 @@ +alter table crashes_edits +add column investigator_narrative_ocr_processed_at timestamp with time zone; + +alter table crashes +add column investigator_narrative_ocr_processed_at timestamp with time zone; + +comment on column crashes_edits.investigator_narrative_ocr_processed_at is 'The most recent +timestamp at which the OCR process attempted to extract the investigator narrative. If null, +indicates that the OCR narrative extract has never been attempted. This value should be set +via ETL process.'; + +comment on column crashes.investigator_narrative_ocr_processed_at is 'The most recent +timestamp at which the OCR process attempted to extract the investigator narrative. If null, +indicates that the OCR narrative extract has never been attempted. This value should be set +via ETL process on the crashes_edits table.'; + +-- create or replace function public.reset_investigator_narrative_ocr_processed_at() +-- returns trigger +-- language plpgsql +-- as $function$ +-- BEGIN +-- update crashes_edits set investigator_narrative_ocr_processed_at = null where id = NEW.id; +-- END; +-- $function$; + +-- create or replace trigger reset_investigator_narrative_ocr_processed_at_on_update +-- after update on public.crashes_cris +-- for each row +-- when ( +-- new.cr3_processed_at is distinct from old.cr3_processed_at +-- ) +-- execute procedure public.reset_investigator_narrative_ocr_processed_at(); From 0280a9d48dcdedbca9c861c270d2945e5f3d7168 Mon Sep 17 00:00:00 2001 From: John Clary Date: Thu, 26 Sep 2024 17:43:05 -0400 Subject: [PATCH 06/28] use db view for this --- ...public_view_crash_narratives_ocr_todo.yaml | 3 ++ .../databases/default/tables/tables.yaml | 1 + .../1727375054583_narrative_ocr/down.sql | 6 +--- .../1727375054583_narrative_ocr/up.sql | 31 ++++++++++--------- etl/cris_import/utils/graphql.py | 10 +----- 5 files changed, 22 insertions(+), 29 deletions(-) create mode 100644 database/metadata/databases/default/tables/public_view_crash_narratives_ocr_todo.yaml diff --git a/database/metadata/databases/default/tables/public_view_crash_narratives_ocr_todo.yaml b/database/metadata/databases/default/tables/public_view_crash_narratives_ocr_todo.yaml new file mode 100644 index 000000000..55f3dd6bc --- /dev/null +++ b/database/metadata/databases/default/tables/public_view_crash_narratives_ocr_todo.yaml @@ -0,0 +1,3 @@ +table: + name: view_crash_narratives_ocr_todo + schema: public diff --git a/database/metadata/databases/default/tables/tables.yaml b/database/metadata/databases/default/tables/tables.yaml index 17e6d7b19..8fbf0a1ef 100644 --- a/database/metadata/databases/default/tables/tables.yaml +++ b/database/metadata/databases/default/tables/tables.yaml @@ -86,3 +86,4 @@ - "!include public_units.yaml" - "!include public_units_cris.yaml" - "!include public_units_edits.yaml" +- "!include public_view_crash_narratives_ocr_todo.yaml" diff --git a/database/migrations/default/1727375054583_narrative_ocr/down.sql b/database/migrations/default/1727375054583_narrative_ocr/down.sql index f319080b6..5bad11e06 100644 --- a/database/migrations/default/1727375054583_narrative_ocr/down.sql +++ b/database/migrations/default/1727375054583_narrative_ocr/down.sql @@ -1,8 +1,4 @@ --- drop trigger if exists --- reset_investigator_narrative_ocr_processed_at_on_update on crashes_cris; - --- drop function if exists --- public.reset_investigator_narrative_ocr_processed_at; +drop view if exists view_crash_narratives_ocr_todo; alter table crashes_edits drop column investigator_narrative_ocr_processed_at; diff --git a/database/migrations/default/1727375054583_narrative_ocr/up.sql b/database/migrations/default/1727375054583_narrative_ocr/up.sql index 5912e9075..84c306201 100644 --- a/database/migrations/default/1727375054583_narrative_ocr/up.sql +++ b/database/migrations/default/1727375054583_narrative_ocr/up.sql @@ -14,19 +14,20 @@ timestamp at which the OCR process attempted to extract the investigator narrati indicates that the OCR narrative extract has never been attempted. This value should be set via ETL process on the crashes_edits table.'; --- create or replace function public.reset_investigator_narrative_ocr_processed_at() --- returns trigger --- language plpgsql --- as $function$ --- BEGIN --- update crashes_edits set investigator_narrative_ocr_processed_at = null where id = NEW.id; --- END; --- $function$; +create or replace view view_crash_narratives_ocr_todo as ( +SELECT + id, + cris_crash_id +FROM + crashes +WHERE + cr3_stored_fl = TRUE + AND investigator_narrative IS NULL + and(investigator_narrative_ocr_processed_at IS NULL + OR cr3_processed_at >= investigator_narrative_ocr_processed_at) +ORDER BY + cr3_processed_at ASC, + id ASC); --- create or replace trigger reset_investigator_narrative_ocr_processed_at_on_update --- after update on public.crashes_cris --- for each row --- when ( --- new.cr3_processed_at is distinct from old.cr3_processed_at --- ) --- execute procedure public.reset_investigator_narrative_ocr_processed_at(); +comment on view view_crash_narratives_ocr_todo is 'View which lists crashes which need to +be processed by the OCR narrative extraction ETL' diff --git a/etl/cris_import/utils/graphql.py b/etl/cris_import/utils/graphql.py index 50ab13fd6..984cd4046 100644 --- a/etl/cris_import/utils/graphql.py +++ b/etl/cris_import/utils/graphql.py @@ -107,15 +107,7 @@ NARRATIVES_TODO_QUERY = """ query GetNarrativesToOCR { - crashes( - limit: 1000, - where: {_and: [ - {cr3_stored_fl: {_eq: true}}, - {investigator_narrative: {_is_null: true}} - { investigator_narrative_ocr_processed_at: { _is_null: true }} - ]}, - order_by: {updated_at: asc, id: asc} - ) { + view_crash_narratives_ocr_todo(limit: 1000) { id, cris_crash_id } From 57382082b288af400751dcef61a5eba5a0eace12 Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 11:51:30 -0400 Subject: [PATCH 07/28] add migration to use old narrative when new is null --- .../1727375054583_narrative_ocr/up.sql | 29 ++++++----- .../down.sql | 5 ++ .../up.sql | 49 +++++++++++++++++++ 3 files changed, 70 insertions(+), 13 deletions(-) create mode 100644 database/migrations/default/1727451510064_preserve_crash_narrative/down.sql create mode 100644 database/migrations/default/1727451510064_preserve_crash_narrative/up.sql diff --git a/database/migrations/default/1727375054583_narrative_ocr/up.sql b/database/migrations/default/1727375054583_narrative_ocr/up.sql index 84c306201..16a8e6cd7 100644 --- a/database/migrations/default/1727375054583_narrative_ocr/up.sql +++ b/database/migrations/default/1727375054583_narrative_ocr/up.sql @@ -15,19 +15,22 @@ indicates that the OCR narrative extract has never been attempted. This value sh via ETL process on the crashes_edits table.'; create or replace view view_crash_narratives_ocr_todo as ( -SELECT - id, - cris_crash_id -FROM - crashes -WHERE - cr3_stored_fl = TRUE - AND investigator_narrative IS NULL - and(investigator_narrative_ocr_processed_at IS NULL - OR cr3_processed_at >= investigator_narrative_ocr_processed_at) -ORDER BY - cr3_processed_at ASC, - id ASC); + select + id, + cris_crash_id + from + crashes + where + cr3_stored_fl = TRUE + and investigator_narrative is NULL + and ( + investigator_narrative_ocr_processed_at is NULL + or cr3_processed_at >= investigator_narrative_ocr_processed_at + ) + order by + cr3_processed_at asc, + id asc +); comment on view view_crash_narratives_ocr_todo is 'View which lists crashes which need to be processed by the OCR narrative extraction ETL' diff --git a/database/migrations/default/1727451510064_preserve_crash_narrative/down.sql b/database/migrations/default/1727451510064_preserve_crash_narrative/down.sql new file mode 100644 index 000000000..a96afd21c --- /dev/null +++ b/database/migrations/default/1727451510064_preserve_crash_narrative/down.sql @@ -0,0 +1,5 @@ +drop trigger if exists +crashes_cris_preserve_investigator_narrative_on_update on crashes_cris; + +drop function if exists +public.crashes_cris_set_old_investigator_narrative; diff --git a/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql b/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql new file mode 100644 index 000000000..9f5282a45 --- /dev/null +++ b/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql @@ -0,0 +1,49 @@ +create or replace function public.crashes_cris_set_old_investigator_narrative() + returns trigger + language plpgsql + as $function$ +begin + new.investigator_narrative = old.investigator_narrative; + return new; +end; +$function$; + +create or replace trigger crashes_cris_preserve_investigator_narrative_on_update +before update on public.crashes_cris +for each row +when ( + new.investigator_narrative is null and old.investigator_narrative is not null +) +execute procedure public.crashes_cris_set_old_investigator_narrative(); + +comment on function public.crashes_cris_set_old_investigator_narrative is 'Sets the +investigator_narrative to its previous value if the updated value is null. This +trigger function addresses a known CRIS bug in which updated crash records are +missing the invesitgator narrative. It is tracked via DTS issue +https://github.com/cityofaustin/atd-data-tech/issues/18971 and CRIS ticket #854366'; + +-- backfill narratives which have been erased +WITH updates_todo AS ( + SELECT + record_id AS crash_pk, + crashes.investigator_narrative AS investigator_narrative_current, + record_json -> 'old' ->> 'investigator_narrative' AS investigator_narrative_old + FROM + change_log_crashes_cris AS changes + LEFT JOIN crashes ON changes.record_id = crashes.id +WHERE + record_json -> 'old' ->> 'investigator_narrative' IS NOT NULL + AND record_json -> 'new' ->> 'investigator_narrative' IS NULL + AND operation_type = 'UPDATE' + AND changes.created_at > '2024-09-01' + AND changes.created_by = 'cris' +ORDER BY + changes.id ASC +) +UPDATE + crashes_cris +SET + investigator_narrative = updates_todo.investigator_narrative_old +FROM updates_todo +WHERE + crashes_cris.id = updates_todo.crash_pk; From c9d605dbc58b00c7e5fe9344f399fed3e9c2b80c Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 12:25:46 -0400 Subject: [PATCH 08/28] update update statement --- .../up.sql | 40 +++++++++---------- 1 file changed, 19 insertions(+), 21 deletions(-) diff --git a/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql b/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql index 9f5282a45..352aefc51 100644 --- a/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql +++ b/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql @@ -23,27 +23,25 @@ missing the invesitgator narrative. It is tracked via DTS issue https://github.com/cityofaustin/atd-data-tech/issues/18971 and CRIS ticket #854366'; -- backfill narratives which have been erased -WITH updates_todo AS ( - SELECT - record_id AS crash_pk, - crashes.investigator_narrative AS investigator_narrative_current, - record_json -> 'old' ->> 'investigator_narrative' AS investigator_narrative_old - FROM - change_log_crashes_cris AS changes - LEFT JOIN crashes ON changes.record_id = crashes.id -WHERE - record_json -> 'old' ->> 'investigator_narrative' IS NOT NULL - AND record_json -> 'new' ->> 'investigator_narrative' IS NULL - AND operation_type = 'UPDATE' - AND changes.created_at > '2024-09-01' - AND changes.created_by = 'cris' -ORDER BY - changes.id ASC -) -UPDATE +update crashes_cris -SET +set investigator_narrative = updates_todo.investigator_narrative_old -FROM updates_todo -WHERE +from (select + record_id as crash_pk, + crashes.investigator_narrative as investigator_narrative_new, + record_json -> 'old' ->> 'investigator_narrative' as investigator_narrative_old +from + change_log_crashes_cris as changes + left join crashes on changes.record_id = crashes.id +where + record_json -> 'old' ->> 'investigator_narrative' is not null + and record_json -> 'new' ->> 'investigator_narrative' is null + and operation_type = 'update' + and changes.created_at > '2024-09-09' + and changes.created_by = 'cris' +order by + changes.id asc) as updates_todo +where crashes_cris.id = updates_todo.crash_pk; + From 18535b0e38a59b485900803f97d53ac78fe5e97a Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 12:26:15 -0400 Subject: [PATCH 09/28] more logging --- etl/cris_import/cr3_ocr_narrative.py | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/etl/cris_import/cr3_ocr_narrative.py b/etl/cris_import/cr3_ocr_narrative.py index 984880e6e..6874b59d4 100644 --- a/etl/cris_import/cr3_ocr_narrative.py +++ b/etl/cris_import/cr3_ocr_narrative.py @@ -16,10 +16,14 @@ def main(cli_args): - raise Exception("Remember you need to first run the check to restore nullified narratives") - # get crashes where narrative is null, pdf is not null, narrative_ocr_date is null - # investigator_narrative_ocr + logger.info("Downloading crashes todo...") todos = make_hasura_request(query=NARRATIVES_TODO_QUERY)["crashes"] + + logger.info(f"{len(todos)} to process") + + if not todos: + return + for crash in todos: cris_crash_id = crash["cris_crash_id"] pdf = download_cr3_pdf(cris_crash_id) @@ -33,15 +37,17 @@ def main(cli_args): dpi=150, )[0] - logger.info("Cropping narrative from PDF...") page_width = get_pdf_width_from_bytes(pdf) cr3_version = get_cr3_version(page, page_width) + logger.debug(f"CR3 version: {cr3_version}") + bbox = NARRATIVE_BBOX_PIXELS[cr3_version] + # todo: remove this temporary block if not bbox: continue - print(cr3_version) + logger.info("Cropping narrative from PDF...") narrative_image = page.crop(bbox) narrative_image.save("narrative_crop.jpeg") @@ -49,6 +55,7 @@ def main(cli_args): narrative = None narrative = image_to_string(narrative_image) + logger.debug(f"Extracted narrative: {narrative}") breakpoint() variables = { "id": crash["id"], @@ -61,12 +68,12 @@ def main(cli_args): }, } + logger.info("Updating crash record...") # make_hasura_request( # query=UPDATE_CRASH_NARRATIVE_OCR_MUTATION, variables=variables # ) - if __name__ == "__main__": cli_args = get_cli_args() logger = init_logger(debug=cli_args.verbose) From 8df55dbc90430a58660a6f6715f842a2cb8f2548 Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 15:54:49 -0400 Subject: [PATCH 10/28] add comment --- database/migrations/default/1727375054583_narrative_ocr/up.sql | 3 +++ 1 file changed, 3 insertions(+) diff --git a/database/migrations/default/1727375054583_narrative_ocr/up.sql b/database/migrations/default/1727375054583_narrative_ocr/up.sql index 16a8e6cd7..89254b2f2 100644 --- a/database/migrations/default/1727375054583_narrative_ocr/up.sql +++ b/database/migrations/default/1727375054583_narrative_ocr/up.sql @@ -27,6 +27,9 @@ create or replace view view_crash_narratives_ocr_todo as ( investigator_narrative_ocr_processed_at is NULL or cr3_processed_at >= investigator_narrative_ocr_processed_at ) + -- this issue started in Sep 2024 + -- we do not OCR very old crashes + and updated_at > '2024-09-01' order by cr3_processed_at asc, id asc From 4d1054729e2d5c3e778c4c884076a60ef733a9cd Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 15:55:24 -0400 Subject: [PATCH 11/28] thread it --- etl/cris_import/cr3_ocr_narrative.py | 133 ++++++++++++++++----------- 1 file changed, 78 insertions(+), 55 deletions(-) diff --git a/etl/cris_import/cr3_ocr_narrative.py b/etl/cris_import/cr3_ocr_narrative.py index 6874b59d4..baa7b15aa 100644 --- a/etl/cris_import/cr3_ocr_narrative.py +++ b/etl/cris_import/cr3_ocr_narrative.py @@ -1,7 +1,8 @@ from datetime import datetime, timezone +from concurrent.futures import ProcessPoolExecutor from pdf2image import convert_from_bytes -from pytesseract import image_to_string +from pytesseract import image_to_string, image_to_data from utils.cli import get_cli_args from utils.files import download_cr3_pdf @@ -11,70 +12,92 @@ UPDATE_CRASH_NARRATIVE_OCR_MUTATION, ) from utils.logging import init_logger -from utils.process_pdfs import get_pdf_width_from_bytes, get_cr3_version +from utils.process_pdfs import get_cr3_version from utils.settings import NARRATIVE_BBOX_PIXELS -def main(cli_args): +def extract_narrative_pdf(cris_crash_id, crash_pk, index): + """Handles narrative extraction of one PDF""" + logger.info(f"Processing cris crash ID {cris_crash_id} ({index})") + pdf = download_cr3_pdf(cris_crash_id) + + logger.debug("Converting PDF to image...") + page = convert_from_bytes( + pdf, + fmt="jpeg", # jpeg is much faster than the default ppm fmt + first_page=2, # page 2 has the crash narrative + last_page=2, + dpi=150, + )[0] + + cr3_version = get_cr3_version(page) + logger.debug(f"CR3 version: {cr3_version}") + + page.save(f"temp/{cris_crash_id}_page_{cr3_version}.jpeg") + + bbox = NARRATIVE_BBOX_PIXELS[cr3_version] + + logger.debug("Cropping narrative from PDF...") + narrative_image = page.crop(bbox) + narrative_image.save(f"temp/{cris_crash_id}_narrative_{cr3_version}.jpeg") + + logger.debug("Extracting narrative text...") + narrative = None + narrative = image_to_string(narrative_image, lang="eng") + + logger.debug(f"Extracted narrative: {narrative}") + + variables = { + "id": crash_pk, + "updates": { + "investigator_narrative": narrative, + "investigator_narrative_ocr_processed_at": datetime.now( + timezone.utc + ).isoformat(), + "updated_by": "dts_automation", + }, + } + + logger.debug("Updating crash record...") + make_hasura_request( + query=UPDATE_CRASH_NARRATIVE_OCR_MUTATION, variables=variables + ) + +def main(): logger.info("Downloading crashes todo...") - todos = make_hasura_request(query=NARRATIVES_TODO_QUERY)["crashes"] + todos = make_hasura_request(query=NARRATIVES_TODO_QUERY)[ + "view_crash_narratives_ocr_todo" + ] logger.info(f"{len(todos)} to process") - if not todos: return - for crash in todos: - cris_crash_id = crash["cris_crash_id"] - pdf = download_cr3_pdf(cris_crash_id) - - logger.info("Converting PDF to image...") - page = convert_from_bytes( - pdf, - fmt="jpeg", # jpeg is much faster than the default ppm fmt - first_page=2, # page 2 has the crash narrative - last_page=2, - dpi=150, - )[0] - - page_width = get_pdf_width_from_bytes(pdf) - cr3_version = get_cr3_version(page, page_width) - logger.debug(f"CR3 version: {cr3_version}") - - bbox = NARRATIVE_BBOX_PIXELS[cr3_version] - - # todo: remove this temporary block - if not bbox: - continue - - logger.info("Cropping narrative from PDF...") - narrative_image = page.crop(bbox) - narrative_image.save("narrative_crop.jpeg") - - logger.info("Extracting narrative text...") - narrative = None - narrative = image_to_string(narrative_image) - - logger.debug(f"Extracted narrative: {narrative}") - breakpoint() - variables = { - "id": crash["id"], - "updates": { - "investigator_narrative": narrative, - "investigator_narrative_ocr_processed_at": datetime.now( - timezone.utc - ).isoformat(), - "updated_by": "dts_automation", - }, - } - - logger.info("Updating crash record...") - # make_hasura_request( - # query=UPDATE_CRASH_NARRATIVE_OCR_MUTATION, variables=variables - # ) - + futures = [] + with ProcessPoolExecutor(max_workers=cli_args.workers) as executor: + for index, crash in enumerate(todos): + future = executor.submit( + extract_narrative_pdf, crash["cris_crash_id"], crash["id"], index + ) + futures.append(future) + errors = [] + for index, future in enumerate(futures): + try: + future.result() + except Exception as e: + # grab the filename from the pdf list + crash = todos[index] + errors.append([crash["cris_crash_id"], e]) + + if errors: + logger.error( + f"Encountered {len(errors)} error(s) extracting narratives. Logging up to 10 errors and raising the first..." + ) + for cris_crash_id, e in errors[0:10]: + logger.info(f"Error processing CRIS crash ID {cris_crash_id}: {e}") + raise errors[0][1] if __name__ == "__main__": cli_args = get_cli_args() logger = init_logger(debug=cli_args.verbose) - main(cli_args) + main() From 514ce8bc82fba2ab6c02b1faa9a506dac15dfa3e Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 15:57:12 -0400 Subject: [PATCH 12/28] refine download file --- etl/cris_import/utils/files.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/etl/cris_import/utils/files.py b/etl/cris_import/utils/files.py index ff0823c18..897bd94c4 100644 --- a/etl/cris_import/utils/files.py +++ b/etl/cris_import/utils/files.py @@ -147,17 +147,18 @@ def get_extract_dir(extract_name): def upload_file_to_s3(file_path, object_key): s3_client.upload_file(file_path, BUCKET_NAME, object_key) + def download_cr3_pdf(cris_crash_id): pdf = BytesIO() + ENV = "prod" object_key = f"{ENV}/cr3s/pdfs/{cris_crash_id}.pdf" - logger.info(f"Downloading PDF: {object_key}") + logger.debug(f"Downloading PDF: {object_key}") try: s3_client.download_fileobj(BUCKET_NAME, object_key, pdf) - pdf.seek(0) - return pdf.read() except ClientError as e: if e.response["Error"]["Code"] == "404": raise Exception(f"'{object_key}' not found in bucket '{BUCKET_NAME}'") else: raise e - + pdf.seek(0) + return pdf.read() From a884e99611d0e00e5ea6a67b88bee98e79862a8e Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 15:57:59 -0400 Subject: [PATCH 13/28] rework pixel tests and handle narrative-related tasks --- etl/cris_import/utils/process_pdfs.py | 35 +++++++++++++++++---------- etl/cris_import/utils/settings.py | 18 +++++++++++--- 2 files changed, 37 insertions(+), 16 deletions(-) diff --git a/etl/cris_import/utils/process_pdfs.py b/etl/cris_import/utils/process_pdfs.py index 1cf6933f0..22df12ccc 100644 --- a/etl/cris_import/utils/process_pdfs.py +++ b/etl/cris_import/utils/process_pdfs.py @@ -12,14 +12,27 @@ from utils.files import upload_file_to_s3 from utils.settings import ( DIAGRAM_BBOX_PIXELS, - NEW_CR3_FORM_TEST_PIXELS, + CR3_FORM_V2_TEST_PIXELS, + CR3_FORM_V0_TEST_PIXELS, ) ENV = os.getenv("ENV") logger = get_logger() -def get_cr3_version(page, page_width): +def are_all_pixels_black(page, test_pixels, threshold=5): + for pixel in test_pixels: + rgb_pixel = page.getpixel(pixel) + if ( + rgb_pixel[0] > threshold + or rgb_pixel[1] > threshold + or rgb_pixel[2] > threshold + ): + return False + return True + + +def get_cr3_version(page): """Determine the CR3 form version. The check is conducted by sampling if various pixels are black. @@ -35,17 +48,13 @@ def get_cr3_version(page, page_width): Returns: str: 'v1_small', 'v1_large','v2_large', or 'v2_small' """ - page_size = "small" if page_width < 700 else "large" - test_pixels = NEW_CR3_FORM_TEST_PIXELS[page_size] + width, height = page.size + page_size = "small" if width < 2000 else "large" - for pixel in test_pixels: - rgb_pixel = page.getpixel(pixel) - if rgb_pixel[0] > 5 or rgb_pixel[1] > 5 or rgb_pixel[2] > 5: - # the PDF fails our pixel checks, so assume it's the - # earliest version - return f"v1_{page_size}" + if are_all_pixels_black(page, CR3_FORM_V2_TEST_PIXELS[page_size]): + return f"v2_{page_size}" - return f"v2_{page_size}" + return f"v1_{page_size}" def get_pdf_width_from_path(pdf_path): @@ -101,7 +110,7 @@ def process_pdf(extract_dir, filename, s3_upload, index): logger.info(f"Processing {filename} ({index})") cris_crash_id = int(filename.replace(".pdf", "")) pdf_path = os.path.join(extract_dir, "crashReports", filename) - page_width = get_pdf_width_from_path(pdf_path) + # page_width = get_pdf_width_from_path(pdf_path) logger.debug("Converting PDF to image...") @@ -113,7 +122,7 @@ def process_pdf(extract_dir, filename, s3_upload, index): dpi=150, )[0] - cr3_version = get_cr3_version(page, page_width) + cr3_version = get_cr3_version(page) bbox = DIAGRAM_BBOX_PIXELS[cr3_version] logger.debug("Cropping crash diagram...") diff --git a/etl/cris_import/utils/settings.py b/etl/cris_import/utils/settings.py index cd944a71b..63e818f3a 100644 --- a/etl/cris_import/utils/settings.py +++ b/etl/cris_import/utils/settings.py @@ -10,14 +10,14 @@ """This is the bbox used to crop the crash narrative""" NARRATIVE_BBOX_PIXELS = { - "v1_small": (), + "v1_small": (30, 928, 681, 1590), "v1_large": (296, 3683, 2580, 5749), - "v2_small": (), + "v2_small": (30, 791, 650, 1430), "v2_large": (90, 3026, 2496, 5466), } """If all four of these pixels are black, it is a 'new' CR3 pdf""" -NEW_CR3_FORM_TEST_PIXELS = { +CR3_FORM_V2_TEST_PIXELS = { "small": [ (115, 670), (300, 670), @@ -32,6 +32,18 @@ ], } +CR3_FORM_V0_TEST_PIXELS = { + "large": [ + # (1791, 310), + # (1791, 325), + # (1791, 350), + (4500, 6020), + (4500, 6040), + (4500, 6060), + ] +} + + CSV_UPLOAD_BATCH_SIZE = 1000 # max number of CPU cores to utilize when processing PDFs concurrently From 4a7ad2af88c62016b1e7a8f8fdf0037649595c67 Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 16:03:25 -0400 Subject: [PATCH 14/28] cleanup unused objects --- etl/cris_import/utils/process_pdfs.py | 15 --------------- 1 file changed, 15 deletions(-) diff --git a/etl/cris_import/utils/process_pdfs.py b/etl/cris_import/utils/process_pdfs.py index 22df12ccc..9ec4678fb 100644 --- a/etl/cris_import/utils/process_pdfs.py +++ b/etl/cris_import/utils/process_pdfs.py @@ -57,20 +57,6 @@ def get_cr3_version(page): return f"v1_{page_size}" -def get_pdf_width_from_path(pdf_path): - """Return the width of the pdf in points""" - pdf_info = pdfinfo_from_path(pdf_path) - # parse width from a string that looks like '612 x 792 pts (letter)' - return int(pdf_info["Page size"].split(" ")[0]) - - -def get_pdf_width_from_bytes(pdf): - """Return the width of the pdf in points""" - pdf_info = pdfinfo_from_bytes(pdf) - # parse width from a string that looks like '612 x 792 pts (letter)' - return int(pdf_info["Page size"].split(" ")[0]) - - def crop_and_save_diagram(page, cris_crash_id, bbox, extract_dir): """Crop out the crash diagram and save it to the local directory. @@ -110,7 +96,6 @@ def process_pdf(extract_dir, filename, s3_upload, index): logger.info(f"Processing {filename} ({index})") cris_crash_id = int(filename.replace(".pdf", "")) pdf_path = os.path.join(extract_dir, "crashReports", filename) - # page_width = get_pdf_width_from_path(pdf_path) logger.debug("Converting PDF to image...") From 9c4628f351c584b1e9200fa985200d374edcd3b0 Mon Sep 17 00:00:00 2001 From: John Clary Date: Fri, 27 Sep 2024 16:03:37 -0400 Subject: [PATCH 15/28] comments --- etl/cris_import/cr3_ocr_narrative.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/etl/cris_import/cr3_ocr_narrative.py b/etl/cris_import/cr3_ocr_narrative.py index baa7b15aa..fbd28198e 100644 --- a/etl/cris_import/cr3_ocr_narrative.py +++ b/etl/cris_import/cr3_ocr_narrative.py @@ -33,13 +33,16 @@ def extract_narrative_pdf(cris_crash_id, crash_pk, index): cr3_version = get_cr3_version(page) logger.debug(f"CR3 version: {cr3_version}") - page.save(f"temp/{cris_crash_id}_page_{cr3_version}.jpeg") + # uncomment to save a copy of the pdf page image page conversion + # page.save(f"temp/{cris_crash_id}_page_{cr3_version}.jpeg") bbox = NARRATIVE_BBOX_PIXELS[cr3_version] logger.debug("Cropping narrative from PDF...") narrative_image = page.crop(bbox) - narrative_image.save(f"temp/{cris_crash_id}_narrative_{cr3_version}.jpeg") + + # uncomment to save a copy of the cropped narrative image + # narrative_image.save(f"temp/{cris_crash_id}_narrative_{cr3_version}.jpeg") logger.debug("Extracting narrative text...") narrative = None From a772af19a86dbd98c77e3af01a11b5dee54bddd8 Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 12:14:52 -0400 Subject: [PATCH 16/28] add docs and rename env to bucket_env --- etl/cris_import/README.md | 31 +++++++++++++++++---------- etl/cris_import/env_template | 2 +- etl/cris_import/utils/process_pdfs.py | 2 +- 3 files changed, 22 insertions(+), 13 deletions(-) diff --git a/etl/cris_import/README.md b/etl/cris_import/README.md index 2a601598b..295e7b0f5 100644 --- a/etl/cris_import/README.md +++ b/etl/cris_import/README.md @@ -2,21 +2,23 @@ This ETL manages the processing and importing of TxDOT CRIS data into the Vision Zero database. -All data processing is managed by a single script, `cris_import.py` which processes both CSV files and CR3 PDF crash reports. The script supports a number of CLI arguments to handle a number of data processing scenarios. +The following scripts are available: -## Quick start +- **`cris_import.py`**: the primary data import script which processes both CSV files and CR3 PDF crash reports. +- **`cr3_ocr_narrative.py`**: a utility script which extracts crash narrative data from CR3 PDFs using Optical Character Recognition (OCR) +- **`_restore_zips_from_archive.py`**: a development helper script that moves CRIS extract zips from `./archive` to `./inbox` in the S3 bucket. -Set your `ENV` to `dev` in order to safely run the S3 operations locally. +## Quick start - CRIS import 1. Start your local Vision Zero cluster (database + Hasura + editor). -2. Save a copy of the `env_template` file as `.env`, and fill in the details. +2. Save a copy of the `env_template` file as `.env`, and fill in the details. Set the `BUCKET_ENV` variable to `dev` in order to safely run the S3 operations locally. 3. Build and run the docker image. This will drop you into the docker image's shell: ```shell -$ docker compose build # <- only need to do this once -$ docker compose run cris_import +docker compose build # <- do this once, and when dependencies change +docker compose run cris_import ``` 4. Run the CRIS import script. This will download any extracts available in S3, load the CSV crash records into the database, crop crash diagrams out of the CR3 PDFs, and upload the CR3 pdfs and crash diagrams to the s3 bucket. @@ -30,20 +32,21 @@ $ ./cris_import.py --s3-download --s3-upload --csv --pdf Create your environment by saving a copy of the `env_template` file as `.env`. The template includes default values for local development. See the password store for more details. -All interactions with AWS S3 occur with against a single bucket which has subdirectores for the `dev` and `prod` environments. If you set your `ENV` to `dev` you can safely run this ETL's S3 operations. +All interactions with AWS S3 occur with against a single bucket which has subdirectores for the `dev` and `prod` environments. If you set your `BUCKET_ENV` to `dev` you can safely run this ETL's S3 operations. ``` -ENV=dev -HASURA_GRAPHQL_ENDPOINT="http://localhost:8084/v1/graphql" +BUCKET_ENV=dev +HASURA_GRAPHQL_ENDPOINT=http://localhost:8084/v1/graphql +HASURA_GRAPHQL_ADMIN_SECRET=hasurapassword AWS_ACCESS_KEY_ID= AWS_SECRET_ACCESS_KEY= BUCKET_NAME= EXTRACT_PASSWORD= ``` -## Usage examples +## CRIS Import - `cris_import.py` -The only script that should be run directly is `cris_import.py`. It supports the following CLI args: +This is the primary data import script which processes both CSV files and CR3 PDF crash reports. It supports a number of CLI args, with usage examples described below. ```shell --csv Process CSV files. At least one of --csv or --pdf is required. @@ -92,3 +95,9 @@ $ ./cris_import.py --skip-unzip --csv # process pdfs with more workers and in debug mode $ ./cris_import.py --pdf --skip-unzip --s3-upload --workers 8 --verbose ``` + +## CR3 Narrative Extraction - `cr3_ocr_narrative.py` + +This utility script extracts crash narrative data from CR3 PDFs using Optical Character Recognition (OCR). Although CRIS provides an `investigator_narrative` column, it is often blank due to an unknown CRIS issues tracked [here](https://github.com/cityofaustin/atd-data-tech/issues/18971). + + diff --git a/etl/cris_import/env_template b/etl/cris_import/env_template index 9106adf94..90d8f9c5d 100644 --- a/etl/cris_import/env_template +++ b/etl/cris_import/env_template @@ -3,5 +3,5 @@ AWS_ACCESS_KEY_ID= AWS_SECRET_ACCESS_KEY= BUCKET_NAME= EXTRACT_PASSWORD= -HASURA_GRAPHQL_ENDPOINT="http://localhost:8084/v1/graphql" +HASURA_GRAPHQL_ENDPOINT=http://localhost:8084/v1/graphql HASURA_GRAPHQL_ADMIN_SECRET=hasurapassword diff --git a/etl/cris_import/utils/process_pdfs.py b/etl/cris_import/utils/process_pdfs.py index 9ec4678fb..0fd6de909 100644 --- a/etl/cris_import/utils/process_pdfs.py +++ b/etl/cris_import/utils/process_pdfs.py @@ -16,7 +16,7 @@ CR3_FORM_V0_TEST_PIXELS, ) -ENV = os.getenv("ENV") +ENV = os.getenv("BUCKET_ENV") logger = get_logger() From 7f93f3d9c049179c7edc95134f4ba419e37336d3 Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 12:19:28 -0400 Subject: [PATCH 17/28] typos --- etl/cris_import/README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/etl/cris_import/README.md b/etl/cris_import/README.md index 295e7b0f5..2928fd186 100644 --- a/etl/cris_import/README.md +++ b/etl/cris_import/README.md @@ -32,7 +32,7 @@ $ ./cris_import.py --s3-download --s3-upload --csv --pdf Create your environment by saving a copy of the `env_template` file as `.env`. The template includes default values for local development. See the password store for more details. -All interactions with AWS S3 occur with against a single bucket which has subdirectores for the `dev` and `prod` environments. If you set your `BUCKET_ENV` to `dev` you can safely run this ETL's S3 operations. +All interactions with AWS S3 occur against a single bucket which has subdirectores for the `dev` and `prod` environments. If you set your `BUCKET_ENV` to `dev` you can safely run this ETL's S3 operations. ``` BUCKET_ENV=dev @@ -52,7 +52,7 @@ This is the primary data import script which processes both CSV files and CR3 PD --csv Process CSV files. At least one of --csv or --pdf is required. --pdf Process CR3 pdfs. At least one of --csv or --pdf is required. --s3-download Source zip extracts from S3 bucket - --s3-upload Upload cr3 pdfs and digrams to S3 bucket + --s3-upload Upload cr3 pdfs and diagrams to S3 bucket --s3-archive If using --s3-download, move the processed extracts from ./inbox to ./archive when done --skip-unzip Only process files that are already unzipped in the local directory --verbose, -v Sets logging level to DEBUG mode @@ -72,7 +72,7 @@ $ ./cris_import.py --s3-download --s3-upload --s3-archive --csv --pdf --workers ### Local import -Process any extract zips in your local `./extracts` directory. CSVs will be loaded ino the db, and crash diagrams will be extracted but not uploaded to S3. +Process any extract zips in your local `./extracts` directory. CSVs will be loaded into the db, and crash diagrams will be extracted but not uploaded to S3. ```shell $ ./cris_import.py --csv --pdf @@ -98,6 +98,6 @@ $ ./cris_import.py --pdf --skip-unzip --s3-upload --workers 8 --verbose ## CR3 Narrative Extraction - `cr3_ocr_narrative.py` -This utility script extracts crash narrative data from CR3 PDFs using Optical Character Recognition (OCR). Although CRIS provides an `investigator_narrative` column, it is often blank due to an unknown CRIS issues tracked [here](https://github.com/cityofaustin/atd-data-tech/issues/18971). +This utility script extracts crash narrative data from CR3 PDFs using Optical Character Recognition (OCR). Although CRIS provides an `investigator_narrative` column, it is often blank due to an unknown CRIS issue tracked [here](https://github.com/cityofaustin/atd-data-tech/issues/18971). From a704bc3426349bbe39e11e394e9e000a470e0920 Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 12:30:50 -0400 Subject: [PATCH 18/28] interrobang + comment --- etl/cris_import/cr3_ocr_narrative.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) mode change 100644 => 100755 etl/cris_import/cr3_ocr_narrative.py diff --git a/etl/cris_import/cr3_ocr_narrative.py b/etl/cris_import/cr3_ocr_narrative.py old mode 100644 new mode 100755 index fbd28198e..60a0ef9cf --- a/etl/cris_import/cr3_ocr_narrative.py +++ b/etl/cris_import/cr3_ocr_narrative.py @@ -1,3 +1,4 @@ +#!/usr/bin/env python from datetime import datetime, timezone from concurrent.futures import ProcessPoolExecutor @@ -33,7 +34,7 @@ def extract_narrative_pdf(cris_crash_id, crash_pk, index): cr3_version = get_cr3_version(page) logger.debug(f"CR3 version: {cr3_version}") - # uncomment to save a copy of the pdf page image page conversion + # uncomment to save a copy of the pdf page image # page.save(f"temp/{cris_crash_id}_page_{cr3_version}.jpeg") bbox = NARRATIVE_BBOX_PIXELS[cr3_version] From ea5352c17f39364ad0d99d46128300b1c5f0cdb6 Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 12:31:12 -0400 Subject: [PATCH 19/28] remove cr3 v0 test --- etl/cris_import/utils/process_pdfs.py | 1 - etl/cris_import/utils/settings.py | 11 ----------- 2 files changed, 12 deletions(-) diff --git a/etl/cris_import/utils/process_pdfs.py b/etl/cris_import/utils/process_pdfs.py index 0fd6de909..d1ea1edb1 100644 --- a/etl/cris_import/utils/process_pdfs.py +++ b/etl/cris_import/utils/process_pdfs.py @@ -13,7 +13,6 @@ from utils.settings import ( DIAGRAM_BBOX_PIXELS, CR3_FORM_V2_TEST_PIXELS, - CR3_FORM_V0_TEST_PIXELS, ) ENV = os.getenv("BUCKET_ENV") diff --git a/etl/cris_import/utils/settings.py b/etl/cris_import/utils/settings.py index 63e818f3a..ac8aa3326 100644 --- a/etl/cris_import/utils/settings.py +++ b/etl/cris_import/utils/settings.py @@ -32,17 +32,6 @@ ], } -CR3_FORM_V0_TEST_PIXELS = { - "large": [ - # (1791, 310), - # (1791, 325), - # (1791, 350), - (4500, 6020), - (4500, 6040), - (4500, 6060), - ] -} - CSV_UPLOAD_BATCH_SIZE = 1000 From ee3bff7073ec7a64e572287ef5e9bc6f97c1cc19 Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 12:33:40 -0400 Subject: [PATCH 20/28] lint --- etl/cris_import/README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/etl/cris_import/README.md b/etl/cris_import/README.md index 2928fd186..30c8033f6 100644 --- a/etl/cris_import/README.md +++ b/etl/cris_import/README.md @@ -99,5 +99,3 @@ $ ./cris_import.py --pdf --skip-unzip --s3-upload --workers 8 --verbose ## CR3 Narrative Extraction - `cr3_ocr_narrative.py` This utility script extracts crash narrative data from CR3 PDFs using Optical Character Recognition (OCR). Although CRIS provides an `investigator_narrative` column, it is often blank due to an unknown CRIS issue tracked [here](https://github.com/cityofaustin/atd-data-tech/issues/18971). - - From 004b670671f66e3650fa0a9e16161f5e565bbe3b Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 13:14:07 -0400 Subject: [PATCH 21/28] comment out bulk narrative update --- .../up.sql | 45 ++++++++++--------- 1 file changed, 24 insertions(+), 21 deletions(-) diff --git a/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql b/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql index 352aefc51..8ada9ca52 100644 --- a/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql +++ b/database/migrations/default/1727451510064_preserve_crash_narrative/up.sql @@ -22,26 +22,29 @@ trigger function addresses a known CRIS bug in which updated crash records are missing the invesitgator narrative. It is tracked via DTS issue https://github.com/cityofaustin/atd-data-tech/issues/18971 and CRIS ticket #854366'; +-- -- backfill narratives which have been erased -update - crashes_cris -set - investigator_narrative = updates_todo.investigator_narrative_old -from (select - record_id as crash_pk, - crashes.investigator_narrative as investigator_narrative_new, - record_json -> 'old' ->> 'investigator_narrative' as investigator_narrative_old -from - change_log_crashes_cris as changes - left join crashes on changes.record_id = crashes.id -where - record_json -> 'old' ->> 'investigator_narrative' is not null - and record_json -> 'new' ->> 'investigator_narrative' is null - and operation_type = 'update' - and changes.created_at > '2024-09-09' - and changes.created_by = 'cris' -order by - changes.id asc) as updates_todo -where - crashes_cris.id = updates_todo.crash_pk; +-- run this manually to prevent migration timeout +-- +-- update +-- crashes_cris +-- set +-- investigator_narrative = updates_todo.investigator_narrative_old +-- from (select +-- record_id as crash_pk, +-- crashes.investigator_narrative as investigator_narrative_new, +-- record_json -> 'old' ->> 'investigator_narrative' as investigator_narrative_old +-- from +-- change_log_crashes_cris as changes +-- left join crashes on changes.record_id = crashes.id +-- where +-- record_json -> 'old' ->> 'investigator_narrative' is not null +-- and record_json -> 'new' ->> 'investigator_narrative' is null +-- and operation_type = 'UPDATE' +-- and changes.created_at > '2024-09-09' +-- and changes.created_by = 'cris' +-- order by +-- changes.id asc) as updates_todo +-- where +-- crashes_cris.id = updates_todo.crash_pk; From 6bfcf11976998bee444508166303d09a9bbd9e9e Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 13:45:58 -0400 Subject: [PATCH 22/28] add ocr script usage example --- etl/cris_import/README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/etl/cris_import/README.md b/etl/cris_import/README.md index 30c8033f6..ce9e8e88a 100644 --- a/etl/cris_import/README.md +++ b/etl/cris_import/README.md @@ -99,3 +99,9 @@ $ ./cris_import.py --pdf --skip-unzip --s3-upload --workers 8 --verbose ## CR3 Narrative Extraction - `cr3_ocr_narrative.py` This utility script extracts crash narrative data from CR3 PDFs using Optical Character Recognition (OCR). Although CRIS provides an `investigator_narrative` column, it is often blank due to an unknown CRIS issue tracked [here](https://github.com/cityofaustin/atd-data-tech/issues/18971). + +It supports the `--verbose` flag to enable debug logging, and the number of concurrent workers can be set with the `--workers` flag. + +```shell + ./cr3_ocr_narrative.py --verbose --workers 4 +``` From cb550aeadcc4a8cf8fa955cc2b408a97187cd0d1 Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 13:52:50 -0400 Subject: [PATCH 23/28] update env var --- etl/cris_import/_restore_zips_from_archive.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/etl/cris_import/_restore_zips_from_archive.py b/etl/cris_import/_restore_zips_from_archive.py index 82481d775..97c6bacc2 100644 --- a/etl/cris_import/_restore_zips_from_archive.py +++ b/etl/cris_import/_restore_zips_from_archive.py @@ -13,7 +13,7 @@ ) BUCKET_NAME = os.environ["BUCKET_NAME"] -ENV = os.environ["ENV"] +ENV = os.environ["BUCKET_ENV"] def main(): From 066be376f05d2a4acd29d50a9391de6652a0533a Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 13:53:04 -0400 Subject: [PATCH 24/28] rename env var and doctring --- etl/cris_import/utils/files.py | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/etl/cris_import/utils/files.py b/etl/cris_import/utils/files.py index 897bd94c4..0115b7ce1 100644 --- a/etl/cris_import/utils/files.py +++ b/etl/cris_import/utils/files.py @@ -9,7 +9,7 @@ from utils.settings import LOCAL_EXTRACTS_DIR -ENV = os.environ["ENV"] +ENV = os.environ["BUCKET_ENV"] BUCKET_NAME = os.environ["BUCKET_NAME"] EXTRACT_PASSWORD = os.environ["EXTRACT_PASSWORD"] @@ -149,6 +149,18 @@ def upload_file_to_s3(file_path, object_key): def download_cr3_pdf(cris_crash_id): + """Download a CR3 PDF from S3 + + Args: + cris_crash_id (int): The CRIS crash ID + + Raises: + Exception: When the requested PDF file is not found + in the bucket + + Returns: + bytes: The downloaded file + """ pdf = BytesIO() ENV = "prod" object_key = f"{ENV}/cr3s/pdfs/{cris_crash_id}.pdf" From 2c3f07c9dd955c66cff7efa0600489ebd4ca540a Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 13:53:20 -0400 Subject: [PATCH 25/28] doc string and var passing --- etl/cris_import/cr3_ocr_narrative.py | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/etl/cris_import/cr3_ocr_narrative.py b/etl/cris_import/cr3_ocr_narrative.py index 60a0ef9cf..eb196fa88 100755 --- a/etl/cris_import/cr3_ocr_narrative.py +++ b/etl/cris_import/cr3_ocr_narrative.py @@ -18,7 +18,15 @@ def extract_narrative_pdf(cris_crash_id, crash_pk, index): - """Handles narrative extraction of one PDF""" + """Handles narrative extraction of one PDF + + Args: + cris_crash_id (int): the CRIS crash ID + crash_pk (int): the crash ID in the VZ database + index (int): a unique id which captures the position of this + item in the list of narratives being processed by the + script. it enables better error logging during concurrency + """ logger.info(f"Processing cris crash ID {cris_crash_id} ({index})") pdf = download_cr3_pdf(cris_crash_id) @@ -67,7 +75,7 @@ def extract_narrative_pdf(cris_crash_id, crash_pk, index): query=UPDATE_CRASH_NARRATIVE_OCR_MUTATION, variables=variables ) -def main(): +def main(cli_args): logger.info("Downloading crashes todo...") todos = make_hasura_request(query=NARRATIVES_TODO_QUERY)[ "view_crash_narratives_ocr_todo" @@ -104,4 +112,4 @@ def main(): if __name__ == "__main__": cli_args = get_cli_args() logger = init_logger(debug=cli_args.verbose) - main() + main(cli_args) From 5631bacae2629e4d032e3d8d50a9ad5ffef9c955 Mon Sep 17 00:00:00 2001 From: John Clary Date: Mon, 30 Sep 2024 13:59:25 -0400 Subject: [PATCH 26/28] use a better exception --- etl/cris_import/utils/files.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/etl/cris_import/utils/files.py b/etl/cris_import/utils/files.py index 0115b7ce1..bad003a86 100644 --- a/etl/cris_import/utils/files.py +++ b/etl/cris_import/utils/files.py @@ -155,7 +155,7 @@ def download_cr3_pdf(cris_crash_id): cris_crash_id (int): The CRIS crash ID Raises: - Exception: When the requested PDF file is not found + FileNotFoundError: When the requested PDF file is not found in the bucket Returns: @@ -169,7 +169,10 @@ def download_cr3_pdf(cris_crash_id): s3_client.download_fileobj(BUCKET_NAME, object_key, pdf) except ClientError as e: if e.response["Error"]["Code"] == "404": - raise Exception(f"'{object_key}' not found in bucket '{BUCKET_NAME}'") + raise FileNotFoundError( + f"'{object_key}' not found in bucket '{BUCKET_NAME}'" + ) + else: raise e pdf.seek(0) From bf276341f9f7440621cca4ea7b7ac9b1df3def8b Mon Sep 17 00:00:00 2001 From: John Clary Date: Tue, 1 Oct 2024 11:53:53 -0400 Subject: [PATCH 27/28] add jpeg to .gitignore --- etl/cris_import/.gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/etl/cris_import/.gitignore b/etl/cris_import/.gitignore index 42fa33a7e..bf15853d5 100644 --- a/etl/cris_import/.gitignore +++ b/etl/cris_import/.gitignore @@ -1,3 +1,4 @@ extracts/* !extracts/*.md *.zip +*.jpeg From ff113ecca9ea48bdca0fc8f43d8f37f31aee200d Mon Sep 17 00:00:00 2001 From: John Clary Date: Wed, 2 Oct 2024 12:06:30 -0400 Subject: [PATCH 28/28] rename env to bucket_env in template --- etl/cris_import/env_template | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/etl/cris_import/env_template b/etl/cris_import/env_template index 90d8f9c5d..1a0cc4469 100644 --- a/etl/cris_import/env_template +++ b/etl/cris_import/env_template @@ -1,6 +1,6 @@ -ENV=dev AWS_ACCESS_KEY_ID= AWS_SECRET_ACCESS_KEY= +BUCKET_ENV=dev BUCKET_NAME= EXTRACT_PASSWORD= HASURA_GRAPHQL_ENDPOINT=http://localhost:8084/v1/graphql