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How to use get_stats_diff method in autotest

Best Python code snippet using autotest_python

stats.py

...42        diff = new - old43    if diff == 0:44        return None45    return f"+{diff}" if diff > 0 else f"{diff}"46def get_stats_diff(symbol, tokens, previous_stats):47    if not previous_stats:48        return ""49    previous_symbol_totals = previous_stats.get('all_holdings').get(symbol)50    diff = get_diff(previous_symbol_totals, tokens)51    if not diff:52        return ""53    return f"({diff})"54def get_holders_diff(previous_stats, current_holders, last_checked, last_checked_date):55    diff = get_diff(previous_stats.get('unique'), len(current_holders))56    if not last_checked or not diff:57        return None58    return f"({diff} since {last_checked_date.humanize()})"59def fetch_phunks_stats(should_tweet=True):60    print("Getting unique NFT owners...")61    try:62        previous_stats = get_latest_stats()63        created_at = previous_stats.get('created_at')64        created_at_arrow = arrow.get(created_at)65        time_diff = (arrow.utcnow() - created_at_arrow)  # type: timedelta66        if time_diff.seconds < (120 * 60):  # 2 hours in seconds67            print("trying to run too early, ignoring...")68            return69    except Exception as e:70        print(f"problem fetching previous stats {e}")71        previous_stats = {}72    holders = get_nft_unique_owners(settings.PHUNK_CONTRACT_ADDRESS)73    phunk_holders = copy.deepcopy(holders)74    print(f"Found {len(holders)}. Iterating through...")75    current_holder_addresses = list(holders.keys())76    sum_holdings = defaultdict(int)77    unique_holders = defaultdict(int)78    new_holders = holders_coll.find({"_id": {"$nin": current_holder_addresses}})79    if not list(new_holders) and not DEEP_FETCH:80        print("No new holders")81        sys.exit(0)82    new_holders_addresses = [h.get('_id') for h in list(new_holders)]83    total_holders = len(phunk_holders)84    counter = 085    for holder, token_ids in holders.items():86        counter += 187        print(f"Handling holder {holder} | {counter}/{total_holders}")88        new_holder = holder in new_holders_addresses89        db_holder = get_holder(holder)90        try:91            if not new_holder and not DEEP_FETCH and db_holder:92                curated_holdings = db_holder.get('holdings')93            else:94                curated_holdings = get_curated_nfts_holdings(holder, include_batch=False,95                                                             curated_contracts=curated_contracts)96        except Exception as e:97            print(f"problems fetching holdings for {holder}: {e}")98            continue99        ch_tuples = []100        for curated_holding in curated_holdings:101            name = curated_holding.get('name')102            balance = curated_holding.get('balance')103            symbol = curated_holding.get('symbol')104            ch_tuples.append((symbol, balance))105            sum_holdings[symbol] += balance106            unique_holders[symbol] += 1107        if len(ch_tuples) > 0:108            print(f"{holder}: {ch_tuples}")109        try:110            if db_holder:111                update_holder(holder, {'token_ids': token_ids, 'holdings': curated_holdings})112            else:113                holder_data = {114                    '_id': holder,115                    'ens': get_ens_domain_for_address(holder),116                    'token_ids': token_ids,117                    'holdings': curated_holdings118                }119                save_holder(holder_data)120        except Exception as e:121            raise e122    print("\n\n## All holdings")123    sorted_holdings = dict(sorted(dict(sum_holdings).items(), key=operator.itemgetter(1), reverse=True))124    print(sorted_holdings)125    print("\n\n## Unique holders")126    sorted_holders = dict(sorted(dict(unique_holders).items(), key=operator.itemgetter(1), reverse=True))127    print(sorted_holders)128    try:129        save_stats({'results': sorted_holders, 'unique': len(phunk_holders), 'all_holdings': sorted_holdings})130    except Exception as e:131        print(f"problem storing stats: {e}")132    last_checked = None if not previous_stats else previous_stats.get('created_at')133    last_checked_date = arrow.get(last_checked) if last_checked else None134    print("\n\nCleaning up...")135    result = holders_coll.delete_many({"_id": {"$nin": current_holder_addresses}})136    print(f"deleted {result.deleted_count} old holders")137    print("\n\nTweeting holdings...")138    for addr, meta in curated_contracts.items():139        symbol = meta.get('symbol')140        if not meta.get('show_holdings', True):141            del sorted_holdings[symbol]142    unique_holdings = [f"- {no_tokens} {symbol} {get_stats_diff(symbol, no_tokens, previous_stats)}" for143                       symbol, no_tokens in sorted_holdings.items()]144    unique_holdings_str = "\n".join(unique_holdings)145    holders_diff = get_holders_diff(previous_stats, phunk_holders, last_checked, last_checked_date)146    tweet_content = f"""Wallets holding PHUNKS also hold:147{unique_holdings_str}148{"" if not last_checked_date else f"(since {last_checked_date.humanize()})"}149"""150    print(tweet_content)151    if should_tweet:152        tweet(tweet_content)153    print("\n\nTweeting unique holders...")154    unique_owners = {}155    for addr, meta in curated_contracts.items():156        if not meta.get('show_flip', True):...

compare_perf_stats.py

Source: compare_perf_stats.py

...32    print(header_template.format('App', 'Mem diff %', 'Time diff %'))33    def print_sep():34        print(header_template.format(*['-' * (width - 1) for width in col_widths]))35    print_sep()36    def get_stats_diff(slug, stat):37        stats_item1 = stats1[slug]38        if slug not in stats2:39            return 10040        stats_item2 = stats2[slug]41        diff = stats_item2[stat] - stats_item1[stat]42        percent = float(diff) / stats_item1[stat]43        return {44            '%': percent,45            'numerator': diff,46            'denominator': stats_item1[stat]47        }48    def get_all_diffs(name):49        return [get_stats_diff(slug, name) for slug in stats1]50    all_mem = get_all_diffs('mem')51    all_time = get_all_diffs('time')52    for slug, mem, time in zip(stats1.keys(), all_mem, all_time):53        print(row_template.format(54            slug,55            mem_cell_template.format(**mem),56            time_cell_template.format(**time)57        ))58    print_sep()59    print(row_template.format(60        'Average',61        mem_cell_template.format(**avg_dict(all_mem)),62        time_cell_template.format(**avg_dict(all_time)),63    ))...

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