afb6d5185d
Feature/lesser table caching refactor hybrid * chore: Remove unused duplicate main.py from shared pipeline * fix: Correct crosswalk paths in aarete_derived.py * chore: Remove unused documentation files from fieldExtraction * docs: Add documentation files to documentation folder * docs: Update README with uv setup, expanded project structure, and branching conventions * docs: Add uv installation steps with Ubuntu/WSL emphasis * Enable prompt caching for all remaining LLM calls - Add _INSTRUCTION() functions for: EXHIBIT_HEADER, EXHIBIT_LINKAGE, EXHIBIT_TITLE_MATCH, DATE_FIX, DERIVED_TERM_DATE, CHECK_PROVIDER_NAME_MATCH, SPECIAL_CASE_ASSIGNMENT - Update all invoke_claude() calls in saas and clover pipelines to use cache=True with corresponding _INSTRUCTION() functions - Add new instructions to get_cacheable_instructions() for cache warming - Update tests for new instruction functions Functions now using caching: - prompt_exhibit_level - prompt_exhibit_lesser (EXHIBIT_LEVEL_LESSER_OF) - prompt_fee_schedule_breakout - prompt_grouper_breakout - prompt_special_case_assignment - prompt_exhibit_linkage - prompt_exhibit_header - prompt_smart_chunked (ONE_TO_ONE templates) - prompt_date_fix - prompt_derived_term_date - prompt_exhibit_title_match - provider_name_match_check 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Reorder * feat: Add bcbs_promise client pipeline with OFFSET_TERM extraction - Add new bcbs_promise client with HSC-based OFFSET_TERM field extraction - Extract full paragraph text of offset/recoupment provisions from contracts - Derive OFFSET_INDICATOR (Y/N) from OFFSET_TERM presence - Fix reorder_columns to preserve extra columns not in COLUMN_ORDER - Update QC/QA output path to outputs/qc_qa/ * fix: Update dev deps and test assertions for QC/QA output path - Add pytest/pytest-mock to dev dependencies for mypy type checking - Update test assertions to expect outputs/qc_qa instead of qa_qc_output * style: Apply black formatting to prompt_templates.py * Merge main, move scripts * Archive some scripts * update py version * remove .py version file * Remove ASCII characters * Restore testbed code * restore tracking * Update testbed metrics * Enable prompt caching for CODE_LAST_CHECK, FILL_BILL_TYPE, DUAL_LOB_CHECK, and GROUPER_BREAKOUT - Add CODE_LAST_CHECK_INSTRUCTION() for service specificity classification - Add FILL_BILL_TYPE_INSTRUCTION() for bill type code determination - Add DUAL_LOB_CHECK_INSTRUCTION() for Medicare/Medicaid classification - Update code_funcs.py to use caching for CODE_LAST_CHECK, FILL_BILL_TYPE, GROUPER_BREAKOUT - Update postprocessing_funcs.py to use caching for DUAL_LOB_CHECK - Add new instructions to get_cacheable_instructions() for cache warming - Add unit tests for new instruction functions 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Fix postprocessing_funcs to remove invalid columns * Merge branch 'main' into feature/lesser-table-caching-refactor-hybrid * Revert prompt caching changes from aed1b73c * update formatting * Update imports Approved-by: Sha Brown Approved-by: Praneel Panchigar
152 lines
4.6 KiB
Python
152 lines
4.6 KiB
Python
#!/usr/bin/env python3
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import os
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import re
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import subprocess
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import logging
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import signal
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from typing import Callable, Optional, Dict, Tuple, List
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LOGGER = logging.getLogger(__name__)
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LOGGER.setLevel(logging.INFO)
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handler = logging.StreamHandler()
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handler.setFormatter(
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logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s")
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)
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LOGGER.addHandler(handler)
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class SensitiveFormatter(logging.Formatter):
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"""Formatter that removes sensitive information from logs."""
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@staticmethod
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def mask_password(log: str) -> str:
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return re.sub(r"password=([^\s]+)", r"password=*****", log)
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@staticmethod
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def mask_api_key(log: str) -> str:
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return re.sub(r"api_key=([^\s]+)", r"api_key=*****", log)
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@staticmethod
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def _mask(s: str) -> str:
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filtered = SensitiveFormatter.mask_password(s)
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filtered = SensitiveFormatter.mask_api_key(filtered)
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return filtered
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def format(self, record) -> str:
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original = super().format(record)
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return self._mask(original)
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def prepare_logger() -> logging.Logger:
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global LOGGER
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if LOGGER is not None:
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return LOGGER
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LOGGER = logging.getLogger(__name__)
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LOGGER.setLevel(logging.INFO)
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log_format = "%(asctime)s %(filename)s:%(lineno)-4s [%(levelname)s] %(message)s"
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handler = logging.StreamHandler()
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handler.setFormatter(SensitiveFormatter(log_format))
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LOGGER.addHandler(handler)
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return LOGGER
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def get_blue_shade(log_prefix: str) -> str:
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"""Returns an ANSI color code for a shade of blue based on the hash of the log_prefix."""
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blue_shades = [81, 87, 117, 153, 159, 195, 111, 45, 39]
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hash_value = hash(log_prefix)
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blue_index = hash_value % len(blue_shades)
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return f"\033[38;5;{blue_shades[blue_index]}m"
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def signal_handler(sig, frame, process):
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print("Ctrl+C pressed! Sending SIGTERM to Terraform process...")
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process.terminate()
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def run_command(
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command: str,
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log_output: bool = False,
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decorate_logs: bool = True,
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log_cmd: bool = False,
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log_prefix: str = "",
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envs: Optional[str] = None,
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secrets: Optional[Dict[str, str]] = None,
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failure_callback: Optional[Callable[[str], None]] = None,
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cwd: Optional[str] = None,
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) -> Tuple[int, List[str]]:
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new_env = os.environ.copy()
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if secrets:
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for key, value in secrets.items():
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new_env[key] = os.path.expandvars(value)
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full_command = f"{envs} {command}" if envs else command
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process = subprocess.Popen(
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full_command,
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shell=True,
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cwd=cwd,
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env=new_env,
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stdout=subprocess.PIPE,
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stderr=subprocess.STDOUT,
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text=True,
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)
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# Setup signal handler
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original_sigint_handler = signal.getsignal(signal.SIGINT)
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signal.signal(signal.SIGINT, lambda sig, frame: signal_handler(sig, frame, process))
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log_prefix_env = os.getenv("LOG_PREFIX", "")
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log_prefix_full = (
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f"[{log_prefix_env}] {log_prefix}" if log_prefix_env else log_prefix
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)
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if log_cmd:
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LOGGER.info(
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f"{get_blue_shade(log_prefix_full)}{log_prefix_full}\033[0m: Running command: \033[1;34m{command}\033[0m"
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)
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if envs:
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LOGGER.info(f"Using additional envs: \033[1;34m{envs}\033[0m")
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if secrets:
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LOGGER.info(
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f"Using additional environment variables with secrets: \033[1;34m{list(secrets.keys())}\033[0m"
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)
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cmd_output = []
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while True:
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output = process.stdout.readline() if process.stdout else ""
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if output:
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output_line = output.strip()
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if log_output:
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log_statement = (
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(
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f"{get_blue_shade(log_prefix_full)}{log_prefix_full}\033[0m: "
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f"{output_line}"
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)
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if log_prefix
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else output_line
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)
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LOGGER.info(log_statement) if decorate_logs else print(log_statement)
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cmd_output.append(output_line)
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elif process.poll() is not None:
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break
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# Restore original signal handler
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signal.signal(signal.SIGINT, original_sigint_handler)
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rc = process.poll() or 0 # Ensure rc is an int, default to 0 if None
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if rc != 0 and failure_callback:
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failure_callback(f"Command returned code: {rc}")
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return rc, cmd_output
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def decorate_successful(text: str) -> str:
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return f"\033[32;1m{text}\033[0m"
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def decorate_white_bold(text: str) -> str:
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return f"\033[37;1m{text}\033[0m"
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def decorate_warn(text: str) -> str:
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return f"\033[33;1m{text}\033[0m"
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